Role Description We're building out our India cohort and looking for high-performing investment banking associates in Bangalore to join as AI Residents. This is a chance to apply your bulge-bracket training to a problem set that didn't exist five years ago: teaching frontier AI to reason like a banker. - Prompt: Build realistic, deal-relevant scenarios, the kind of work you'd assign to a first-year analyst, and test AI outputs against the standards of a real deal team. - Compare human vs. machine judgment: Identify where AI reasoning breaks down on valuation, accounting nuance, and transaction structuring. - Design frameworks: Translate banker intuition; how you stress assumptions, navigate ambiguity in financials, and pressure-test management projections, into problems that challenge frontier AI. - Construct expert benchmarks: Build and annotate real-world DCFs, LBOs, comps, and live deal cases used to evaluate AI systems. Qualifications - 3–4+ years of IB or Corporate Finance experience at a top international bank (bulge bracket, elite boutique, or top-tier global advisory). - Associate level; sector agnostic. - Strong modeling and valuation skills (DCF, LBO, comps, precedents). - Excellent written communication and attention to detail. - Real intellectual curiosity about AI in finance. Requirements - Commitment: Minimum 30+ hours/week, flexible scheduling. - Location: Bangalore-based, fully remote. - Compensation: Competitive hourly rate, commensurate with experience. - Start date: Immediate / Rolling. - Referral bonus for any successful referral hired into this role. Benefits - Direct exposure to how AI labs train models, knowledge that will be increasingly valuable across buy-side, strategy, and corporate development roles. - Be among the first IB professionals in India contributing to the frontier AI development process in finance. - A differentiated story for your next move, whether that's PE, growth equity, or a strategic role.

Role Description Aptura is expanding its India cohort and looking for sharp investment banking associates in Bangalore to join as AI Residents. This is a chance to apply your bulge-bracket training to a problem that didn't exist a few years ago: teaching frontier AI to reason like a banker through valuation, modelling, deal analysis, and the kind of judgment calls that define quality work in corporate finance. Qualifications - 4+ years of IB or Corporate Finance experience at a top international bank (bulge bracket, elite boutique, or top-tier global advisory). - Strong financial modelling and valuation skills in Excel. - Thorough understanding of financial statements, valuation, and financial modelling. - Skilled at extracting and interpreting data from filings, earnings materials, and investor presentations. - High attention to detail, with excellent summarisation and written communication skills. - Able to produce structured analytical outputs with clear explanations of methodology. Requirements - Design and build financial analysis scenarios tailored to your area of expertise. - Create annotated financial models that demonstrate analytical logic. - Structure data extraction and analysis tasks from public company materials. - Evaluate AI-generated outputs for accuracy and professional quality. - Minimum 30+ hours per week. - Remote, asynchronous contract. - Contribute to a research initiative with a leading foundational AI lab; help enhance AI capabilities in corporate finance modelling. Key Responsibilities - Design and review challenging finance scenarios and prompts to advance AI reasoning. - Build, adapt, and annotate financial models to highlight key logic and decision-making. - Review and validate assigned tasks with a high level of accuracy. - Maintain well-organised documentation and uphold internal standards. Benefits - Contribute to the direction of AI in finance. - Gain firsthand exposure to how AI models are trained and developed. - Build specialised expertise at the intersection of finance and AI. - Competitive pay. Residency Structure - Commitment: Minimum 30+ hours/week, flexible scheduling. - Location: India-based, fully remote and asynchronous. - Compensation: Competitive hourly rate, commensurate with experience. - Start date: Immediate / Rolling. - Referral bonus: $200 for any successful referral hired into this role.

Role Description The problem we're solving is that frontier AI models have made remarkable progress on general reasoning, but they still struggle with nuanced judgment in banking work. Closing this gap requires institutional finance expertise applied directly to AI training. In this role, you'll work directly on improving how frontier AI handles corporate finance and gain rare, early exposure to how AI labs develop their models. - Develop realistic, deal-relevant prompts: Iterate on AI outputs to test reasoning quality. - Compare human vs. machine judgment: Systematically map where AI reasoning falls short of professional banker judgment. - Design frameworks: Translate how bankers navigate ambiguity, structure transactions, and stress-test assumptions into problems that challenge frontier AI. - Construct expert benchmarks: Build and validate real-world DCFs, LBOs, comps, and deal cases used to evaluate AI systems. Qualifications - 3–4+ years of IB or Corporate Finance experience at a top international bank (bulge bracket, elite boutique, top-tier global advisory). - Associate level; sector agnostic. - Strong modelling and valuation skills (DCF, LBO, comps, precedents). - Sharp written communication and attention to detail. - Genuine intellectual curiosity about AI in finance. Requirements - Commitment: 30+ hours/week, flexible scheduling. - Location: Bangalore-based, fully remote. - Compensation: Competitive hourly rate, commensurate with experience. - Start date: Immediate / Rolling. - Referral bonus: For any successful referral hired into this role. Benefits - You'll be among the first investment bankers in India working directly on frontier AI in finance. - The skills and exposure compound - buy-side, strategy, and corporate roles increasingly want people who understand how AI fits into financial workflows. - The work is genuinely interesting, which is rare for a side engagement.

• The Applied AI Scientist III is responsible for developing advanced analytics solutions using AI technologies to enhance healthcare operations. • Evaluate emerging technology and integrate advancements into projects to drive innovation. • Utilize NLP algorithms and deep learning techniques to analyze unstructured healthcare data. • Lead development from prototype through production in partnership with engineering. • Collaborate with interdisciplinary teams to identify opportunities for data-driven solutions.