Lead, AI & Data Products (Technical)

Associate, Investment Finance, Global Investment Services

Senior Manager, Group Tax

Role Description: <ul><li>The organization is investing in a small number of high-impact AI and data products intended to operate across its global station network. </li><li>Each requires a single accountable owner who can hold the technical architecture and the product direction together, from first implementation through multi-station scale.</li><li>We are looking for a Lead, AI &amp; Data Products to take that ownership.&nbsp;</li><li>This is a senior individual contributor role for an engineer or applied scientist who has moved into product leadership, not a product manager with adjacent technical exposure.</li><li>You will be expected to reason about model design, data architecture and production trade-offs at the level of the engineers building the system, and to hold the roadmap, business case and stakeholder relationships at the level of the executives funding it.&nbsp;</li><li>The role operates horizontally.</li><li>You will act as the single-threaded owner for assigned initiatives, working with the AI Centre of Excellence on patterns and feasibility, with Data Engineering and Platform on the data foundation, with Operational Excellence and the business product owners on process change, and with the forward deployed engineers in region on station rollout.</li></ul> This is a hands-on role. <ul><li>You will review and contribute to code, make architectural calls, and spend meaningful time at the frontline understanding operations directly rather than through documentation.</li></ul> Responsibilities: Technical product ownership <ul><li>Own the product end to end for assigned AI and data initiatives: discovery, technical architecture, roadmap, delivery sequencing and global rollout readiness.</li><li>Act as single-threaded owner. One person accountable for whether the product works, is adopted, and delivers its business case across stations and regions.</li><li>Convert programs into products.&nbsp;</li><li>Move initiatives currently run as projects onto a product footing with a roadmap, a lifecycle, named users and a benefit measure.</li><li>Make the build decisions: in-house, CoE pattern, capability center, or vendor. Own the trade-off and the consequences.</li></ul> Technical depth <ul><li>Set the architecture for AI and data products spanning forecasting, optimization, simulation, GenAI and agentic workflows, and defend it in technical review.</li><li>Work in the codebase. Review designs and pull requests, prototype where it resolves ambiguity faster than discussion, and contribute directly when delivery depends on it.</li><li>Own production quality: model robustness, explainability, evaluation, monitoring, latency and cost in service, not only at launch.</li><li>Build on the platform. Consume governed data through the semantic layer and apply CoE guardrails rather than constructing parallel capability.</li></ul> Business and delivery leadership <ul><li>Translate operational problems into technical solutions and, equally, translate technical constraints into terms operations and commercial leadership can act on.</li><li>Own the business case with the business product owner: the benefit hypothesis, the measurement approach and the reported outcome.</li><li>Lead without direct authority across engineering, data science, operations and regional teams, including delivery through the capability center and vendor partners.</li><li>Work from the frontline.</li><li>Regular Gemba at stations, with operational understanding built firsthand.</li></ul> Requirements: <ul><li>10+ years in engineering, applied AI or data science, with a substantial portion spent building and running systems in production rather than specifying them.</li><li>Demonstrable record of owning technical products end to end and scaling them beyond a first implementation into multi site or multi-market operation.</li><li>Depth in one or more of: forecasting (time series, probabilistic, hierarchical), optimization (MIP, LP, heuristics), simulation, or production GenAI and agentic systems, with working literacy across the others.</li><li>Strong Python and SQL, with practical command of the modern data and ML stack: cloud data platforms, pipelines, model deployment, evaluation and monitoring.</li><li>Experience influencing senior stakeholders and operating across engineering, operations and commercial functions without direct reporting lines.</li><li>Aviation, logistics or complex physical operations exposure is an advantage, not a prerequisite.</li></ul> Qualifications <ul><li>Bachelors, MSc or PhD in Computer Science, Engineering, Data Science, Mathematics, Operations Research or a related field. Personal characteristics</li><li>Technical credibility earned through building, not through managing builders.</li><li>Judgement on trade-offs between scope, speed and quality, with the confidence to decide under incomplete information.</li><li>Clear communication with engineers, operators and executives, adjusting register without losing precision.</li><li>Comfort with ambiguity and being accountable for outcomes rather than activity.</li></ul>

Responsibilities: <ul><li>Manage financial due diligence, including the assessment of findings and purchase price adjustments for investments, divestments, and restructurings</li><li>Assess and strengthen the financial operations, controls and governance of investee companies</li><li>Provide financial and operational advice on investment holding structures, funding, cash repatriation, accounting and valuations matters</li><li>Oversee the set up and maintenance of investment holding structures, including capital structure maintenance, cash management and regulatory filing</li><li>Coordinate with operations team to fulfill investment operational requirements, including liaising with banks on funding requirements</li><li>Monitor key financial controls for asset operations - including cash controls and review of investee financials - and liaising with external auditors</li><li>Identify surplus cash of investments and drive repatriation solutions in partnership with Investment Teams, Treasury, and investee companies</li><li>Review market valuation for private investments and provide insights into valuation movements and investment returns</li></ul> Requirements: <ul><li>Strong academic background in Accounting, Finance, or equivalent</li><li>Certified Public Accountant preferred</li><li>At least 3-5 years of relevant working experience, with a preference for experience in Investment Finance related activities</li><li>Strong understanding of investment structures, financial governance, accounting, valuation concepts and financial controls</li><li>Strong stakeholder management and communication skills, with the confidence to engage investment professionals, investee companies, service providers, and advisors</li><li>Highly motivated, intellectually curious, and adaptable, with the ability to thrive in a dynamic and evolving investment environment</li><li>Strong project management and execution capabilities, with the discipline to manage competing priorities and deliver outcomes independently</li><li>A collaborative team player who embodies integrity, accountability, and a commitment to excellence</li></ul>

Responsibilities: <ul><li>Supporting the Group Head, Tax to manage the tax risk of the Group on a global basis. This includes progressively rolling out the Group’s Tax Risk and Governance Framework from HQ to overseas subsidiaries, assessing their tax risk profile, identifying, mitigating and rectifying tax risk.&nbsp;</li><li>Responsible for developing processes and framework to comply with changes in tax/regulatory requirements such as country by country reporting and BEPS 2.0 compliance requirements.&nbsp;</li><li>Review tax processes and implementation of automation solutions, where appropriate, to capture appropriate data for tax reporting.&nbsp;</li><li>Analysis of Budget announcement and providing a summary and changes and impact analysis for dissemination to senior management and various affected business units.</li><li>Business Partnering: Tax advisory, planning and structuring, transfer pricing analysis and documentation, provide internal training, tax planning and structuring for M&amp;A projects, identifying opportunities for optimization, etc. Managing the tax issues on transactions including key finance and commercial initiatives, funding and repatriation, structuring and simplification.</li><li>Compliance: ensure compliance for all direct and indirect taxes (GST/VAT, duties, WHT, etc), including the implementation of daily transaction checks and analysis within the current Tax Risk &amp; Governance Framework. Review corporate tax, GST and withholding tax calculations and ensure timely tax filings for the entities within the Group.</li><li>Proactively prepare and document advice on tax filing positions, audits and rulings. Partner with the entities in the Group to ensure compliance with the company’s tax policies and business models, and liaising with external tax consultants, where necessary.&nbsp;</li><li>Manage tax audits and investigations of entities within the Group.</li><li>Any other ad-hoc duties as assigned.</li></ul> Requirements: <ul><li>Degree in Accounting related academics, with a major in taxation. Accredited Tax Advisor (Income Tax);</li><li>Minimum 10 years of relevant working experience in the Big 4, OR in both Big 4 and a global corporate organization;</li><li>Excellent understanding of the key principles and practices of direct and indirect taxes across the Asia Pacific region;</li><li>Excellent understanding of international tax principles including inbound and outbound structuring issues, funding and repatriation strategies and transfer pricing considerations;</li><li>Excellent understanding of tax reporting and experience in managing tax audits and investigations;</li><li>Ability to manage multiple projects and excel under pressure and tight timelines;</li><li>Self-starter, pro-active sole contributor and strong team player with the ability to lead and coach regional/global finance accountants/teams;</li><li>Able to influence, engage and build strong relationships &amp; trust at all levels;</li><li>Excellent judgment, people and communication skills</li></ul>

Skills

Industry

Location

Jobtitle

3 funding Jobs found

Lead, AI & Data Products (Technical)

Associate, Investment Finance, Global Investment Services

Senior Manager, Group Tax

WhiteCrow
WhiteCrow is on a mission to connect companies with the best talent across the globe.

EMPLOYER

TALENT

COMPANY

Contact Us

JOBS BY SKILLS

JOBS BY FUNCTION

JOBS BY INDUSTRY

JOBS BY LOCATIONS

MODEL JOBS

JOBS BY CITY

Skills

Industry

Location

Jobtitle

3 funding Jobs found

Lead, AI & Data Products (Technical)

Associate, Investment Finance, Global Investment Services

Senior Manager, Group Tax

WhiteCrow WhiteCrow is on a mission to connect companies with the best talent across the globe.

EMPLOYER

TALENT

COMPANY

Contact Us

JOBS BY SKILLS

JOBS BY FUNCTION

JOBS BY INDUSTRY

JOBS BY LOCATIONS

MODEL JOBS

JOBS BY CITY

WhiteCrow
WhiteCrow is on a mission to connect companies with the best talent across the globe.