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Written by

Ray Ayob

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  • Neftaly Product Lead ESG Operational Data Collection & Calculations – ING’s careers

    Neftaly Product Lead ESG Operational Data Collection & Calculations – ING’s careers

    1. Neftaly The primary objective of the Product Lead is to manage ESG data collection and calculations.
    2. Neftaly The role sits within the COO Risk organization, bridging the gap between risk and operations.
    3. Neftaly The Product Lead is responsible for processing complex global data demands.
    4. Neftaly You will ensure data is collected through manually controlled processes initially.
    5. Neftaly You will oversee the transition from manual processes to industrialized solutions.
    6. Neftaly The role requires balancing short-term delivery with long-term strategic transformation.
    7. Neftaly You will act as a key liaison between the Front Office and the Risk organization.
    8. Neftaly The Product Lead must ensure steering information is accurate for decision-making.
    9. Neftaly You will manage the lifecycle of ESG data from ingestion to reporting.
    10. Neftaly The role involves owning the “definition of done” for ESG data products.
    11. Neftaly You will be responsible for the quality and timeliness of Financed Emissions data.
    12. Neftaly You must facilitate the implementation of the Physical Risk Engine.
    13. Neftaly The Product Lead identifies new reporting requirements and defines delivery processes.
    14. Neftaly You will drive the structural embedding of the FRIDA solution.
    15. Neftaly The role requires matching resource capacity with incoming ESG demands.
    16. Neftaly You will proactively address impediments that prohibit delivery.
    17. Neftaly The Product Lead is a member of the ESG Tribe Management Team (MT).
    18. Neftaly You will translate regulatory requirements into tangible data deliverables.
    19. Neftaly The role demands a strong understanding of both business and IT landscapes.
    20. Neftaly You will be responsible for the “Emission Intensity” (EI) metrics.
    21. Data Collection & Management
    22. Neftaly The challenge of collecting data from diverse global sources.
    23. Neftaly The process of manually verifying data quality before automation.
    24. Neftaly The importance of granular data for accurate carbon accounting.
    25. Neftaly The distinction between counterparty-level and asset-level data.
    26. Neftaly The collection of Scope 1, 2, and 3 emissions data from clients.
    27. Neftaly The use of proxies when primary data is unavailable.
    28. Neftaly The validation of third-party ESG data providers (e.g., Sustainalytics, MSCI).
    29. Neftaly The integration of client data from Wholesale Banking systems.
    30. Neftaly The handling of data gaps in emerging market portfolios.
    31. Neftaly The collection of energy performance certificate (EPC) data for real estate.
    32. Neftaly The management of physical risk data (flood, wildfire, drought).
    33. Neftaly The need for consistent data definitions across all ING locations.
    34. Neftaly The challenge of harmonizing data from different legacy systems.
    35. Neftaly The role of data lakes in storing historical ESG data.
    36. Neftaly The importance of lineage tracking for auditability.
    37. Neftaly The process of updating emission factors annually.
    38. Neftaly The collection of “green asset” data for Green Bond Frameworks.
    39. Neftaly The operational burden of manual data entry and reconciliation.
    40. Neftaly The strategy for reducing reliance on estimated data.
    41. Neftaly The collection of social impact data for the “S” in ESG.
    42. Neftaly The verification of “Do No Significant Harm” (DNSH) criteria.
    43. Neftaly The data requirements for Know Your Customer (KYC) ESG modules.
    44. Neftaly The management of unstructured data from client reports.
    45. Neftaly The role of API integrations in automating data collection.
    46. Neftaly The handling of sensitive client data in line with GDPR.
    47. Neftaly The data collection for sovereign bond portfolios.
    48. Neftaly The specific data needs for project finance transactions.
    49. Neftaly The collection of supply chain emissions data.
    50. Neftaly The tracking of “facilitated emissions” for capital markets activities.
    51. Neftaly The need for high-frequency data for dynamic risk monitoring.
    52. Calculations & Methodologies
    53. Neftaly The application of the PCAF (Partnership for Carbon Accounting Financials) standard.
    54. Neftaly The calculation of weighted average carbon intensity (WACI).
    55. Neftaly The methodology for attributing emissions to the loan book.
    56. Neftaly The calculation of physical risk scores for specific collateral.
    57. Neftaly The measurement of portfolio alignment with the Paris Agreement.
    58. Neftaly The calculation of “green asset ratio” (GAR) for EU Taxonomy.
    59. Neftaly The methodology for assessing transition risk in high-carbon sectors.
    60. Neftaly The calculation of avoided emissions for renewable energy projects.
    61. Neftaly The use of science-based targets (SBTi) in calculations.
    62. Neftaly The complexities of calculating Scope 3 downstream emissions.
    63. Neftaly The methodology for netting off carbon removals/offsets.
    64. Neftaly The calculation of climate value-at-risk (VaR).
    65. Neftaly The adjustments required for currency fluctuations in global portfolios.
    66. Neftaly The calculation of emission intensity per square meter for real estate.
    67. Neftaly The methodology for calculating steel and cement sector intensity.
    68. Neftaly The use of the PACTA methodology for portfolio alignment.
    69. Neftaly The calculation of biodiversity impact metrics.
    70. Neftaly The handling of double counting in syndicated loans.
    71. Neftaly The calculation of social return on investment (SROI).
    72. Neftaly The methodology for stress testing climate scenarios.
    73. Neftaly The calculation of the banking book taxonomy alignment.
    74. Neftaly The impact of loan-to-value (LTV) ratios on emission attribution.
    75. Neftaly The calculation of “brown” vs “green” revenue shares.
    76. Neftaly The methodology for forward-looking emission projections.
    77. Neftaly The calculation of internal carbon pricing impact on clients.
    78. Neftaly The sensitivity analysis of calculation models.
    79. Neftaly The validation of calculation engines by internal audit.
    80. Neftaly The handling of mergers and acquisitions in historical baselines.
    81. Neftaly The calculation of emission intensity for automotive portfolios.
    82. Neftaly The continuous refinement of calculation methodologies.
    83. Regulatory & Reporting Landscape
    84. Neftaly The impact of the Corporate Sustainability Reporting Directive (CSRD).
    85. Neftaly The data requirements for the EU Taxonomy Regulation.
    86. Neftaly The reporting obligations under the Sustainable Finance Disclosure Regulation (SFDR).
    87. Neftaly The alignment with the Task Force on Climate-related Financial Disclosures (TCFD).
    88. Neftaly The upcoming requirements of the International Sustainability Standards Board (ISSB).
    89. Neftaly The specific disclosures required for Pillar 3 ESG reporting.
    90. Neftaly The compliance with EBA (European Banking Authority) guidelines on ESG risks.
    91. Neftaly The reporting to the Net-Zero Banking Alliance (NZBA).
    92. Neftaly The preparation of the annual Terra progress report.
    93. Neftaly The data needed for the ECB climate risk stress tests.
    94. Neftaly The reporting of principal adverse impacts (PAIs).
    95. Neftaly The complexities of double materiality assessment data.
    96. Neftaly The specific Dutch regulatory requirements for ING.
    97. Neftaly The reporting requirements for green bond impact reports.
    98. Neftaly The alignment with the Equator Principles for project finance.
    99. Neftaly The data needs for the Dow Jones Sustainability Index (DJSI) submission.
    100. Neftaly The reporting of gender pay gap data (Social).
    101. Neftaly The regulatory scrutiny on greenwashing risks.
    102. Neftaly The audit trail requirements for limited vs reasonable assurance.
    103. Neftaly The evolution of the “Green Asset Ratio” (GAR) definition.
    104. ING Specific Systems & Tools
    105. Neftaly The role of the “GAIA” application in the target landscape.
    106. Neftaly The function of the “FRIDA” solution for data exchange.
    107. Neftaly The integration with the “Physical Risk Engine”.
    108. Neftaly The use of “Vantage” for wholesale banking data.
    109. Neftaly The reliance on the central data lake for storage.
    110. Neftaly The “Terra” tool for steering the loan portfolio.
    111. Neftaly The dashboarding tools used for KPI monitoring (e.g., Power BI, Tableau).
    112. Neftaly The integration with Salesforce for client engagement data.
    113. Neftaly The legacy systems that must be decommissioned or bridged.
    114. Neftaly The user acceptance testing (UAT) for new system features.
    115. Neftaly The “Follow the Sun” operational model across locations.
    116. Neftaly The collaboration with the Tech Tribe for system stability.
    117. Neftaly The management of access rights and data security within tools.
    118. Neftaly The “EWM” (Enterprise Workflow Management) system role.
    119. Neftaly The automation of data feeds from Bloomberg/Refinitiv.
    120. Neftaly The tools used for data quality monitoring (DQ dashboards).
    121. Neftaly The “ServiceNow” ticketing for data issues.
    122. Neftaly The configuration of calculation rules within the engine.
    123. Neftaly The operational resilience of critical ESG systems.
    124. Neftaly The migration strategy from Excel-based tools to enterprise platforms.
    125. Stakeholder Management & Leadership
    126. Neftaly The need to manage expectations of the Global Sustainability team.
    127. Neftaly The collaboration with the “Front Office” to understand business needs.
    128. Neftaly The engagement with “Risk Management” for model validation.
    129. Neftaly The communication with “Finance” for integrated reporting.
    130. Neftaly The leadership of a geographically dispersed team (NL, RO, PL, PH).
    131. Neftaly The building of trust with senior stakeholders in the ESG Tribe.
    132. Neftaly The negotiation of timelines and priorities with report owners.
    133. Neftaly The facilitation of “Townhalls” to update the broader organization.
    134. Neftaly The management of vendor relationships for data supply.
    135. Neftaly The coaching and development of team members.
    136. Neftaly The promotion of a “safe and high-performance” culture.
    137. Neftaly The “Orange Code” behaviors expected of leaders.
    138. Neftaly The active listening skills required to understand pain points.
    139. Neftaly The ability to say “no” to ad-hoc requests to protect capacity.
    140. Neftaly The alignment with the Chief Data Officer (CDO) strategy.
    141. Neftaly The collaboration with Investor Relations on external messaging.
    142. Neftaly The interaction with external auditors (e.g., KPMG, EY).
    143. Neftaly The management of cross-functional working groups.
    144. Neftaly The conflict resolution between competing data demands.
    145. Neftaly The “Quarterly Business Review” (QBR) presentations.
    146. Project Management & Agile Way of Working
    147. Neftaly The use of Agile methodology in data delivery.
    148. Neftaly The role of the Product Owner in backlog prioritization.
    149. Neftaly The management of “sprints” for data improvements.
    150. Neftaly The “definition of ready” for new data requirements.
    151. Neftaly The use of Jira for tracking tasks and user stories.
    152. Neftaly The importance of “stand-ups” for daily operational alignment.
    153. Neftaly The management of dependencies between squads.
    154. Neftaly The “retrospectives” to improve team velocity.
    155. Neftaly The scaling of Agile practices in a hybrid environment.
    156. Neftaly The handling of “technical debt” in data processes.
    157. Neftaly The “Minimum Viable Product” (MVP) approach to new reports.
    158. Neftaly The resource capacity planning for the next quarter.
    159. Neftaly The risk management of project delays.
    160. Neftaly The “change management” aspect of new tool rollouts.
    161. Neftaly The documentation of processes for business continuity.
    162. Neftaly The budget management for data initiatives.
    163. Neftaly The coordination of “Go-Live” events for new releases.
    164. Neftaly The tracking of “velocity” and “burn-down” charts.
    165. Neftaly The “epics” and “features” breakdown for ESG data.
    166. Neftaly The continuous improvement mindset (Kaizen).
    167. Strategic Impact & Vision
    168. Neftaly The contribution to ING’s Net Zero 2050 ambition.
    169. Neftaly The role of data in steering capital away from brown assets.
    170. Neftaly The strategic importance of the “Terra” approach.
    171. Neftaly The vision for a “single source of truth” for ESG data.
    172. Neftaly The impact of data quality on ING’s reputation.
    173. Neftaly The enablement of new sustainable finance products.
    174. Neftaly The support for client engagement dialogues on transition.
    175. Neftaly The competitive advantage of superior ESG data analytics.
    176. Neftaly The “data as an asset” philosophy.
    177. Neftaly The alignment with the UN Sustainable Development Goals (SDGs).
    178. Neftaly The support for “Just Transition” strategies.
    179. Neftaly The long-term roadmap for the ESG data landscape.
    180. Neftaly The anticipation of future regulatory trends.
    181. Neftaly The influence on industry standards for carbon accounting.
    182. Neftaly The integration of ESG data into credit decisioning.
    183. Neftaly The strategic decision to build vs buy data solutions.
    184. Neftaly The fostering of innovation in data modelling.
    185. Neftaly The support for “Impact Finance” initiatives.
    186. Neftaly The connection between ESG data and financial performance.
    187. Neftaly The ultimate goal of decarbonizing the real economy.
    188. Technical Skills & Knowledge
    189. Neftaly The proficiency in SQL for data querying.
    190. Neftaly The understanding of Python for data manipulation.
    191. Neftaly The knowledge of data modelling principles (Star schema, etc.).
    192. Neftaly The familiarity with cloud platforms (Azure, AWS).
    193. Neftaly The understanding of ETL (Extract, Transform, Load) processes.
    194. Neftaly The advanced Excel skills for prototyping.
    195. Neftaly The knowledge of API architecture and consumption.
    196. Neftaly The understanding of data governance frameworks (DAMA).
    197. Neftaly The familiarity with master data management (MDM).
    198. Neftaly The ability to interpret complex XML/JSON data formats.
    199. Neftaly The knowledge of statistical analysis for model validation.
    200. Neftaly The understanding of cybersecurity principles for data protection.
    201. Neftaly The familiarity with business intelligence (BI) tools.
    202. Neftaly The ability to write clear technical requirements.
    203. Neftaly The understanding of data lineage tools (e.g., Collibra).
    204. Neftaly The knowledge of “Big Data” technologies (Hadoop, Spark).
    205. Neftaly The ability to troubleshoot data pipeline failures.
    206. Neftaly The understanding of data virtualization techniques.
    207. Neftaly The familiarity with software development lifecycles (SDLC).
    208. Neftaly The ability to bridge the gap between “Tech” and “Business” speak.
    209. Challenges & Problem Solving
    210. Neftaly The challenge of dealing with incomplete client data.
    211. Neftaly The difficulty of mapping complex corporate hierarchies.
    212. Neftaly The problem of inconsistent units of measurement (e.g., CO2e vs CO2).
    213. Neftaly The challenge of time-lagged data in reporting.
    214. Neftaly The issue of “greenwashing” in underlying data sources.
    215. Neftaly The complexity of allocating emissions in co-financed deals.
    216. Neftaly The difficulty of tracking proceeds for general purpose loans.
    217. Neftaly The challenge of varying fiscal years across clients.
    218. Neftaly The problem of changing methodologies (restating baselines).
    219. Neftaly The operational risk of manual spreadsheet errors.
    220. Neftaly The bottleneck of dependency on central IT teams.
    221. Neftaly The difficulty of hiring niche ESG data talent.
    222. Neftaly The challenge of keeping up with rapidly changing regulations.
    223. Neftaly The issue of data silos across different business lines.
    224. Neftaly The complexity of multi-currency carbon calculations.
    225. Neftaly The resistance to change from traditional bankers.
    226. Neftaly The cost management of expensive external data feeds.
    227. Neftaly The scalability of manual workarounds.
    228. Neftaly The challenge of verifying “self-reported” client data.
    229. Neftaly The pressure of strict regulatory deadlines.
    230. Specific Sectors (Terra Approach)
    231. Neftaly The data nuances of the Power Generation sector.
    232. Neftaly The specific metrics for the Fossil Fuel (Oil & Gas) sector.
    233. Neftaly The complexities of the Automotive sector emissions (tank-to-wheel).
    234. Neftaly The methodology for the Shipping sector (Poseidon Principles).
    235. Neftaly The data requirements for the Aviation sector.
    236. Neftaly The specific challenges of the Steel sector intensity.
    237. Neftaly The metrics for the Cement sector decarbonization.
    238. Neftaly The data needs for Residential Real Estate (energy labels).
    239. Neftaly The approach to Commercial Real Estate data.
    240. Neftaly The expansion of scope to new sectors (e.g., Agriculture).
    241. Neftaly The handling of diversified conglomerates.
    242. Neftaly The tracking of “technology mix” in power generation.
    243. Neftaly The data for “production capacity” vs “actual production”.
    244. Neftaly The tracking of EV penetration rates in auto portfolios.
    245. Neftaly The measurement of “clinker ratio” in cement.
    246. Neftaly The collection of flight efficiency data.
    247. Neftaly The tracking of scrap usage in steel production.
    248. Neftaly The monitoring of methane leakage rates in gas.
    249. Neftaly The impact of retrofit data on real estate portfolios.
    250. Neftaly The alignment with sector-specific decarbonization pathways.
    251. Operational Excellence
    252. Neftaly The definition of Service Level Agreements (SLAs) for data delivery.
    253. Neftaly The implementation of “four-eyes” principle controls.
    254. Neftaly The documentation of Standard Operating Procedures (SOPs).
    255. Neftaly The monitoring of Key Risk Indicators (KRIs).
    256. Neftaly The operational capacity planning for peak reporting seasons.
    257. Neftaly The user support model for data inquiries.
    258. Neftaly The incident management process for data breaches/errors.
    259. Neftaly The post-implementation reviews of data projects.
    260. Neftaly The efficiency gains through robotic process automation (RPA).
    261. Neftaly The audit readiness of all operational processes.
    262. Team Culture & Soft Skills
    263. Neftaly The importance of empathy in leadership.
    264. Neftaly The ability to navigate a matrix organization.
    265. Neftaly The cultural sensitivity in a global team.
    266. Neftaly The resilience to handle high-pressure situations.
    267. Neftaly The skill of “storytelling” with data.
    268. Neftaly The promotion of diversity and inclusion.
    269. Neftaly The ability to inspire a shared vision.
    270. Neftaly The mindset of “collaborate to innovate”.
    271. Neftaly The willingness to challenge the status quo.
    272. Neftaly The ability to give and receive constructive feedback.
    273. Neftaly The focus on “output” rather than “hours worked”.
    274. Neftaly The encouragement of continuous learning.
    275. Neftaly The adaptability to hybrid working models.
    276. Neftaly The celebration of small wins.
    277. Neftaly The fostering of psychological safety.
    278. Neftaly The clear communication of roles and responsibilities.
    279. Neftaly The empowerment of team members to make decisions.
    280. Neftaly The management of “Zoom fatigue”.
    281. Neftaly The alignment with ING’s “Do Your Thing” brand.
    282. Neftaly The passion for sustainability as a core value.
    283. Future Trends in ESG Data
    284. Neftaly The rise of geospatial data for physical risk.
    285. Neftaly The potential of blockchain for supply chain transparency.
    286. Neftaly The use of AI/ML to estimate missing carbon data.
    287. Neftaly The integration of “nature-related” data (TNFD).
    288. Neftaly The shift towards “real-time” ESG monitoring.
    289. Neftaly The increasing importance of “social” metrics quantification.
    290. Neftaly The demand for “impact” data over “risk” data.
    291. Neftaly The convergence of financial and non-financial reporting.
    292. Neftaly The data requirements for “circular economy” financing.
    293. Neftaly The potential for open-source ESG data initiatives.
    294. Neftaly The automated reading of PDF reports using NLP.
    295. Neftaly The scrutiny on “carbon offset” quality data.
    296. Neftaly The tracking of “just transition” indicators.
    297. Neftaly The integration of water stress data.
    298. Neftaly The monitoring of human rights controversies via news scraping.
    299. Neftaly The measurement of “avoided emissions” standardization.
    300. Neftaly The potential for “carbon wallet” data for retail clients.
    301. Neftaly The tracking of “biodiversity footprint”.
    302. Neftaly The dynamic materiality assessment tools.
    303. Neftaly The future of “assurance-ready” data systems.
    304. Internal ING Context
    305. Neftaly The “ESG Tribe” structure and mandate.
    306. Neftaly The “COO Risk” department’s role in the bank.
    307. Neftaly The interaction with the “Wholesale Banking” division.
    308. Neftaly The role of the “Retail Banking” data in ESG.
    309. Neftaly The collaboration with “Tech” squads.
    310. Neftaly The alignment with the “Global Data Management” policy.
    311. Neftaly The use of the “OnePAM” system for asset management.
    312. Neftaly The importance of the “KYC” process in ESG data gathering.
    313. Neftaly The specific requirements of the “Dutch Central Bank” (DNB).
    314. Neftaly The internal “Orange Sustainability” initiatives.
    315. Quality Assurance & Control
    316. Neftaly The framework for “Data Quality Management” (DQM).
    317. Neftaly The “Critical Data Elements” (CDE) definition for ESG.
    318. Neftaly The threshold for data accuracy acceptability.
    319. Neftaly The process for remediation of data errors.
    320. Neftaly The “Three Lines of Defense” model application.
    321. Neftaly The control testing for manual processes.
    322. Neftaly The automated validation rules in the data lake.
    323. Neftaly The reconciliation between risk and finance data.
    324. Neftaly The “Sign-off” process for regulatory reports.
    325. Neftaly The handling of “outliers” in carbon intensity data.
    326. Neftaly The audit trail of manual adjustments.
    327. Neftaly The “completeness” check for portfolio coverage.
    328. Neftaly The “timeliness” KPI for data availability.
    329. Neftaly The “consistency” check across different reports.
    330. Neftaly The role of the “Data Steward” in the team.
    331. Neftaly The operational controls (SOX-like) for ESG.
    332. Neftaly The validation of external data provider methodology.
    333. Neftaly The “knowledge transfer” to prevent key person risk.
    334. Neftaly The disaster recovery plan for data systems.
    335. Neftaly The feedback loop from data users to improve quality.
    336. Career Development
    337. Neftaly The potential career paths within ING Risk.
    338. Neftaly The opportunity to move into “Sustainable Finance” front office.
    339. Neftaly The skill development in “Climate Risk Modelling”.
    340. Neftaly The exposure to senior management strategy.
    341. Neftaly The networking opportunities within the ESG industry.
    342. Neftaly The potential to become a “Chief Data Officer” for ESG.
    343. Neftaly The value of “GARP SCR” certification.
    344. Neftaly The value of “CFA ESG” certification.
    345. Neftaly The internal mobility options to other ING locations.
    346. Neftaly The leadership training programs at ING.
    347. Miscellaneous Operational Details
    348. Neftaly The handling of timezone differences in meetings.
    349. Neftaly The use of collaborative tools like MS Teams/SharePoint.
    350. Neftaly The budget for team offsites and travel.
    351. Neftaly The performance management cycle (Step Up).
    352. Neftaly The onboarding process for new hires.
    353. Neftaly The management of external consultants/contractors.
    354. Neftaly The procurement process for new software tools.
    355. Neftaly The confidentiality agreements for client data.
    356. Neftaly The compliance with local labor laws in RO/PL/PH.
    357. Neftaly The physical workspace arrangements (flex desk).
    358. Specific Metrics & KPIs
    359. Neftaly The “Coverage Ratio” of the portfolio.
    360. Neftaly The “Data Quality Score” KPI.
    361. Neftaly The “Automation Rate” of data collection.
    362. Neftaly The “Time to Market” for new reports.
    363. Neftaly The “Stakeholder Satisfaction” score.
    364. Neftaly The “Employee Engagement” score (OHI).
    365. Neftaly The “absolute emissions” (tCO2e) metric.
    366. Neftaly The “physical risk exposure” (€ amount).
    367. Neftaly The “green financing volume” mobilized.
    368. Neftaly The “taxonomy alignment percentage”.
    369. Vendor & Data Ecosystem
    370. Neftaly The relationship with S&P Global / Trucost.
    371. Neftaly The usage of MSCI ESG Research data.
    372. Neftaly The integration of CDP (Carbon Disclosure Project) data.
    373. Neftaly The reliance on Bloomberg ESG fields.
    374. Neftaly The potential use of ISS ESG data.
    375. Neftaly The evaluation of niche providers (e.g., Jupiter Intelligence).
    376. Neftaly The cost-benefit analysis of data subscriptions.
    377. Neftaly The mapping of vendor identifiers (ISIN/LEI) to internal IDs.
    378. Neftaly The challenge of vendor methodology opacity.
    379. Neftaly The management of vendor API limits.
    380. Regulatory Technical Standards (RTS)
    381. Neftaly The specific templates for Pillar 3 ESG.
    382. Neftaly The lookup tables for NACE codes.
    383. Neftaly The technical screening criteria for EU Taxonomy.
    384. Neftaly The definition of “transitional activities”.
    385. Neftaly The definition of “enabling activities”.
    386. Neftaly The requirements for “climate adaptation” capex.
    387. Neftaly The grandfathering rules for legacy bonds.
    388. Neftaly The specific formulas for “Green Asset Ratio”.
    389. Neftaly The requirement for “historical comparison”.
    390. Neftaly The disclosure of “data sources and limitations”.
    391. Collaboration with Business Lines
    392. Neftaly The interaction with “Energy” sector bankers.
    393. Neftaly The collaboration with “Real Estate Finance” teams.
    394. Neftaly The support for “Transportation & Logistics” desk.
    395. Neftaly The engagement with “Commodities” trade finance.
    396. Neftaly The data needs of “Financial Markets” (trading).
    397. Neftaly The requirements of “General Lending”.
    398. Neftaly The nuances of “Export Finance” (ECA) deals.
    399. Neftaly The support for “Sustainable Finance” advisory.
    400. Neftaly The feedback on “client transition plans”.
    401. Neftaly The operationalizing of “sustainability linked loans” (SLL).
    402. Data Architecture
    403. Neftaly The conceptual data model for ESG.
    404. Neftaly The logical data model design.
    405. Neftaly The physical data storage optimization.
    406. Neftaly The API gateway configuration.
    407. Neftaly The microservices architecture for calculations.
    408. Neftaly The separation of raw vs curated data layers.
    409. Neftaly The scalability of the architecture for 2030 volumes.
    410. Neftaly The integration with the “Enterprise Data Lake”.
    411. Neftaly The “Master Data Management” for counterparty ESG.
    412. Neftaly The metadata repository management.
    413. Audit & Assurance
    414. Neftaly The difference between limited and reasonable assurance.
    415. Neftaly The preparation of “audit evidence” files.
    416. Neftaly The walkthroughs of processes with auditors.
    417. Neftaly The defense of “expert judgement” assumptions.
    418. Neftaly The tracking of “audit findings” remediation.
    419. Neftaly The internal control framework (ICF).
    420. Neftaly The “management testing” of controls.
    421. Neftaly The sampling methodology for data validation.
    422. Neftaly The documentation of “key spreadsheets” (EUCs).
    423. Neftaly The role of “Internal Audit” as a partner.
    424. Scenario Analysis
    425. Neftaly The NGFS (Network for Greening the Financial System) scenarios.
    426. Neftaly The IEA (International Energy Agency) NZE 2050 scenario.
    427. Neftaly The disorderly vs orderly transition scenarios.
    428. Neftaly The “Hot House World” physical risk scenario.
    429. Neftaly The data inputs required for stress testing models.
    430. Neftaly The granularity of geographic data for physical risk.
    431. Neftaly The macroeconomic variables in climate models.
    432. Neftaly The sector-specific shock assumptions.
    433. Neftaly The carbon price assumptions in scenarios.
    434. Neftaly The impact on “Expected Credit Loss” (ECL) models.
    435. Product Management Specifics
    436. Neftaly The creation of the “Product Vision” board.
    437. Neftaly The “Roadmap” visualization for stakeholders.
    438. Neftaly The “Feature Prioritization” matrix (MoSCoW).
    439. Neftaly The “User Story Mapping” sessions.
    440. Neftaly The “Acceptance Criteria” writing (Gherkin).
    441. Neftaly The “Sprint Planning” facilitation.
    442. Neftaly The “Backlog Refinement” (Grooming).
    443. Neftaly The “Sprint Review” demos.
    444. Neftaly The management of “Epics” in Jira.
    445. Neftaly The “Stakeholder Persona” definition.
    446. Ethics & Governance
    447. Neftaly The ethical use of AI in ESG data.
    448. Neftaly The data privacy considerations (GDPR).
    449. Neftaly The “Code of Conduct” regarding data manipulation.
    450. Neftaly The “Whistleblower” policy for data fraud.
    451. Neftaly The governance of “proxies” and estimates.
    452. Neftaly The transparency of “black box” vendor models.
    453. Neftaly The conflict of interest in self-labelling.
    454. Neftaly The accountability for data errors.
    455. Neftaly The “Data Ethics” board consultation.
    456. Neftaly The responsible AI principles.
    457. Client Engagement Support
    458. Neftaly The provision of “peer benchmarking” data to bankers.
    459. Neftaly The “client dashboard” for sustainability performance.
    460. Neftaly The support for “engagement scripts” with data.
    461. Neftaly The tracking of “engagement outcomes”.
    462. Neftaly The data for “client transition plan” assessment.
    463. Neftaly The identification of “laggards” for potential exit.
    464. Neftaly The support for “Green Bond” roadshows.
    465. Neftaly The feedback loop from client meetings.
    466. Neftaly The “client outreach” campaign data.
    467. Neftaly The operationalizing of “covenants” tracking.
    468. IT & Systems Integration
    469. Neftaly The integration with “Loan IQ” system.
    470. Neftaly The connection to “Summit” trading system.
    471. Neftaly The data flow from “Vantage” (KYC).
    472. Neftaly The integration with “Credit Risk” models.
    473. Neftaly The use of “Azure Data Factory”.
    474. Neftaly The “Databricks” environment for analytics.
    475. Neftaly The “Power BI” report server management.
    476. Neftaly The “API Management” (APIM) layer.
    477. Neftaly The “legacy system” retirement plan.
    478. Neftaly The “cloud migration” strategy.
    479. Change Management
    480. Neftaly The “ADKAR” model for change.
    481. Neftaly The communication plan for new tools.
    482. Neftaly The training materials for end-users.
    483. Neftaly The “champion network” to drive adoption.
    484. Neftaly The resistance management strategy.
    485. Neftaly The “feedback mechanisms” for users.
    486. Neftaly The monitoring of “adoption metrics”.
    487. Neftaly The “success stories” sharing.
    488. Neftaly The alignment with “organizational culture”.
    489. Neftaly The “post-go-live” support structure.
    490. Reporting to External Bodies
    491. Neftaly The “CDP” (Carbon Disclosure Project) response.
    492. Neftaly The “TCFD” (Task Force on Climate-related Financial Disclosures) report.
    493. Neftaly The “GRI” (Global Reporting Initiative) index.
    494. Neftaly The “SASB” (Sustainability Accounting Standards Board) mapping.
    495. Neftaly The “NZBA” (Net Zero Banking Alliance) target setting.
    496. Neftaly The “UN PRB” (Principles for Responsible Banking) report.
    497. Neftaly The “Equator Principles” reporting.
    498. Neftaly The “Green Bond” impact reporting.
    499. Neftaly The “EU Taxonomy” disclosure.
    500. Neftaly The “Pillar 3” ESG disclosure.
  • NeftalyCSPR-Daily Activity Report by Thabiso Motaung Strategic Partnership Officer Royalty 12 January 2026

    NeftalyCSPR-Daily Activity Report by Thabiso Motaung Strategic Partnership Officer Royalty 12 January 2026

    Neftaly Daily Activity Report
    NeftalyCode: NeftalyCSPR
    Position: Strategic Partnership Officer
    Internship/Learnership: Intern
    Full Name: Thabiso Motaung
    Date: 12/01/2026
    In Partnership With: MICTSETA
    University/College: Sparrow FET College

    Overview of the Day’s Activities
    Creating and Publishing Neftaly Strategic Partnerships Products

    Key Tasks Completed (26)

    Task 1:https://charity.neftaly.net/saypro-analysis-kkr-sells-aerospace-parts-firm-novaria-group-to-arcline-for-2-2-billion/
    Task 2:https://charity.neftaly.net/saypro-in-an-encrypted-group-chat-national-guard-members-question-trump-deployments/
    Task 3:https://charity.neftaly.net/saypro-arcline-investment-management-to-acquire-novaria-group/
    Task 4:https://charity.neftaly.net/saypro-syria-to-join-us-led-coalition-to-defeat-is-group-after-trump-meeting/
    Task 5:https://charity.neftaly.net/saypro-exclusive-parker-hannifin-moves-to-acquire-filtration-group-in-9-25-billion-deal/
    Task 6:https://charity.neftaly.net/saypro-pro-zohran-mamdani-group-launches-major-drive-to-recruit-thousands-into-dsa-after-mayoral-victory/
    Task 7:https://charity.neftaly.net/saypro-parker-hannifin-in-talks-to-acquire-filtration-group/
    Task 8:https://charity.neftaly.net/saypro-oklahoma-city-lawmaker-to-resign-to-lead-state-labor-group/
    Task 9:https://charity.neftaly.net/saypro-orange-county-church-bus-overturns-on-inland-empire-highway-20-injured/
    Task 10:https://charity.neftaly.net/saypro-registration-opens-for-december-meeting-of-consumer-liaison-group/
    Task 11:https://charity.neftaly.net/saypro-exclusive-toonz-media-group-serves-up-animated-horror-a-banquet-for-hungry-ghosts-at-afm/
    Task 12:https://charity.neftaly.net/saypro-how-trumps-support-for-a-white-minority-group-in-south-africa-led-to-a-us-g20-boycott/
    Task 13:https://charity.neftaly.net/saypro-amazon-music-launches-fan-groups-to-transform-music-discovery/
    Task 14:https://charity.neftaly.net/saypro-texas-ag-ken-paxton-sues-latino-civic-group-over-alleged-unlawful-voter-registration-scheme/
    Task 15:https://charity.neftaly.net/saypro-tech-insight-nokia-names-kristen-pressner-as-chief-people-officer-strengthening-group-leadership-team/
    Task 16:https://charity.neftaly.net/saypro-ice-raids-kenner-boat-launch-detains-13-advocacy-groups-voice-concerns/
    Task 17:https://charity.neftaly.net/saypro-free-speech-advocates-erect-billboard-in-bloomington-criticizing-indiana-university/
    Task 18:https://charity.neftaly.net/saypro-inter-ikea-group-launches-major-forest-based-carbon-removal-project-in-brazil/
    Task 19:https://charity.neftaly.net/saypro-dentsu-group-launches-dentsu-future-mandala-china-ver-a-medium-term-future-prediction-tool/
    Task 20:https://charity.neftaly.net/saypro-exclusive-canada-loses-measles-elimination-status-after-deadly-resurgence-linked-to-religious-group/
    Task 21:https://charity.neftaly.net/saypro-feature-your-november-2025-caregiver-support-group-lineup-anne-arundel-county-government/
    Task 22:https://charity.neftaly.net/saypro-indonesia-declares-late-dictator-suharto-a-national-hero-amid-rights-groups-outrage/
    Task 23:https://charity.neftaly.net/saypro-capital-group-built-a-nearly-100-billion-active-etf-powerhouse-in-under-4-years/
    Task 24:https://charity.neftaly.net/united-energy-group-ltd-s-proposed-u-s-dollar-bond-assigned-b-rating-saypro-finance-insight/
    Task 25:https://charity.neftaly.net/saypro-sports-exclusive-vertu-trophy-the-state-of-play-ahead-of-final-group-games/
    Task 26:https://charity.neftaly.net/saypro-fiba-women-basketball-league-africa-2025-qualifiers/

    Skills Applied or Learned

    List any specific skills, tools, or concepts you practised or learned today.

    Skill/Tool 1 – publishing
    Skill/Tool 2 – posting on website

    Challenges Encountered
    Briefly explain any difficulties or barriers you faced and how you managed them (or if assistance is needed).

    -Websites failing to open
    -Signal failure (network problems)

    Goals for Tomorrow
    Set your objectives or tasks to focus on for the next working day.

    Goal 1 –Google Alerts

    Signature:TJ

    Intern/Learner Name & Surname: Thabiso Motaung

    Supervisor Name & Signature (if applicable): Agcobile Sikuza

  • Neftaly: Orange County Church Bus Overturns on Inland Empire Highway; 20 Injured

    Neftaly: Orange County Church Bus Overturns on Inland Empire Highway; 20 Injured

    Neftaly Breaking News: Serious Bus Accident in San Bernardino Mountains

    A bus carrying a church youth group from Orange County, California, overturned late Sunday evening on a winding highway in the Inland Empire, leaving 20 passengers injured. The group was returning from a three-day retreat at Camp Nawakwa in the San Bernardino Mountains when the crash occurred.

    Neftaly Eyewitness Report: Chaos on Highway 330

    The incident took place on Highway 330 near Running Springs, a mountainous road known for sharp curves and steep grades. Passengers reported that the bus began shaking and swerving before tipping over. Several evacuees were forced to exit through the emergency hatch, highlighting the urgency of the situation.

    Neftaly Emergency Response: Swift Action Saves Lives

    First responders, including the San Bernardino County Fire Department and local paramedics, rushed to the scene. Of the 36 people on board, 26 were treated for injuries at the scene, and 20 were transported to local hospitals. Most injuries were minor, though three passengers sustained more serious injuries. Emergency crews praised for their rapid triage and professional handling prevented more severe outcomes.

    Neftaly Official Statements: Investigation Underway

    The California Highway Patrol (CHP) is leading the investigation into the cause of the crash. Early reports indicate there is no evidence of driver impairment. Highway authorities temporarily closed sections of Highway 330 to ensure the safety of responders and to facilitate the investigation.

    Neftaly Community Reaction: Concern and Support

    Local residents and church members expressed concern for the well-being of the passengers. Families of the injured reported relief at the quick emergency response, while the church community has offered support and counseling for the youth group affected by the traumatic experience.

    Neftaly Safety Reminder: Risks of Mountain Driving

    Officials remind drivers that mountain roads, particularly in San Bernardino County, can be dangerous due to sharp curves, steep grades, and reduced visibility at night. The CHP emphasized adhering to speed limits, maintaining proper vehicle control, and using seat belts as key measures to prevent accidents.

    Neftaly Conclusion: Rapid Response and Recovery Efforts Continue

    While the crash was serious, the quick action of emergency teams and the cooperation of the passengers minimized the severity of injuries. Investigators continue to assess the cause, and community support for the victims remains strong. The incident serves as a critical reminder of the importance of safety precautions on winding mountain roads and the need for emergency preparedness.

  • NeftalyCMR write Neftaly NATIONAL CANDIED ORANGE PEEL DAY – May 4 Celebration Event Speech by Neftaly Royal Committee

    NeftalyCMR write Neftaly NATIONAL CANDIED ORANGE PEEL DAY – May 4 Celebration Event Speech by Neftaly Royal Committee

    • NeftalyCMR write Neftaly NATIONAL CANDIED ORANGE PEEL DAY – May 4 Celebration Event Speech by Neftaly Royal Chiefs

      NeftalyCMR write Neftaly NATIONAL CANDIED ORANGE PEEL DAY – May 4 Celebration Event Speech by Neftaly Royal Chiefs