Investment Banking Associate, AI Residency (Part-time) | Applied AI x Corporate Finance, India

Aptura partners with leading foundational AI labs to change how advanced models tackle complex financial problems. Founded by former Lazard and Partners Group professionals, the company operates from London and San Francisco, blending deep institutional finance experience with AI development. The team shapes how new AI models handle valuation, modeling, and deal analysis. The India team is growing, with part-time AI Residency roles open for experienced investment banking associates in Bangalore. This position is designed for those who have built their skills at top-tier banks and are interested in applying that expertise to help train AI models for real-world finance tasks. What you will do Scenario Development: Build realistic, deal-focused scenarios similar to those given to junior analysts, then assess AI performance against professional standards. Judgment Analysis: Examine where AI reasoning breaks down, especially in valuation, accounting, and transaction structuring. Framework Design: Turn banking intuition into structured challenges for AI, including stress-testing assumptions, handling financial ambiguity, and checking management projections. Benchmark Construction: Create and annotate actual DCFs, LBOs, comparable company analyses, and real deal cases to evaluate AI systems. Why this role matters Work directly with AI labs and see how models are trained, a perspective increasingly relevant for buy-side, strategy, and corporate development careers. Be among the first investment banking professionals in India to shape frontier AI for finance. Build a distinctive story for future moves into private equity, growth equity, or strategic roles. Requirements 3–4+ years in investment banking or corporate finance at a well-known international bank (bulge bracket, elite boutique, or top global advisory). Associate level, with experience in any sector. Strong modeling and valuation skills (DCF, LBO, comps, precedents). Excellent written communication and careful attention to detail. Intellectual curiosity and genuine interest in financial innovation.

Aptura brings together expertise from finance, healthcare, and law to improve AI model training. With roots in Lazard and Partners Group, the team operates from London and San Francisco, working to close the gap between human and artificial intelligence. Role overview This part-time AI Residency in India is designed for investment banking associates ready to apply their experience to a new challenge: helping AI systems reason like bankers. Based in Bangalore, the role focuses on using your bulge-bracket training to guide AI model development for real-world finance tasks. What you will do Scenario development: Build realistic, deal-focused scenarios similar to those assigned to first-year analysts. Evaluate AI-generated outputs against standards used by actual deal teams. Judgment analysis: Identify where AI reasoning breaks down, especially in valuation, accounting, and transaction structuring. Framework design: Turn banker intuition, like stress-testing assumptions and handling financial ambiguity, into challenges that push the limits of AI. Benchmark construction: Develop and annotate DCFs, LBOs, comps, and live deal cases for AI system evaluation. Why this experience matters Gain first-hand exposure to AI model training, a skill set in demand for buy-side, strategy, and corporate development careers. Work alongside investment banking professionals in India who are shaping how AI is applied in finance. Build a unique career story that can open doors to private equity, growth equity, or strategic roles. Requirements 3 to 4+ years of experience in Investment Banking or Corporate Finance at a leading international bank (bulge bracket, elite boutique, or top advisory). Associate level, with experience in any sector. Strong skills in financial modeling and valuation (DCF, LBO, comps, precedents). Excellent written communication and attention to detail. Keen interest in how AI and finance intersect.

Aptura works with leading AI research labs to address complex financial problems using advanced models. Founded by former Lazard and Partners Group professionals, the company blends deep institutional finance experience with AI development. With headquarters in London and San Francisco, Aptura focuses on shaping how AI handles valuation, modeling, and deal analysis for the finance sector. Role overview This part-time Investment Banking Associate - AI Residency position is based in India, with a focus on Bangalore. The role invites experienced investment banking professionals to help train AI systems to reason like bankers. Associates use their finance backgrounds to guide how AI approaches real-world deal challenges and financial analysis. What you will do Scenario Development: Design realistic, deal-based scenarios similar to those assigned to first-year analysts. Evaluate AI-generated outputs against the expectations of actual deal teams. Human vs. Machine Analysis: Identify where AI reasoning falls short, especially in areas like valuation, accounting details, and transaction structuring. Framework Design: Convert banker intuition, such as stress-testing assumptions, handling ambiguous financials, and checking management projections, into structured challenges for AI models. Benchmark Construction: Build and annotate real-world DCFs, LBOs, comparable company analyses, and live deal cases to assess AI performance. Why this matters Directly engage with AI training processes, gaining insights valuable for future roles in buy-side, strategy, or corporate development. Be among the first investment banking professionals in India to help shape the next generation of AI for finance. Develop a distinctive career story for future moves into private equity, growth equity, or strategic positions. Requirements 3–4+ years of investment banking or corporate finance experience at a top international bank (bulge bracket, elite boutique, or global advisory). Associate-level background; open to all sectors. Strong skills in modeling and valuation, including DCF, LBO, comparables, and precedent transactions. Excellent written communication and strong attention to detail. Intellectual curiosity and a genuine interest in finance and AI innovation.

Aptura brings together experience from finance, healthcare, and law to advance AI model training. With roots in London and San Francisco, and founded by alumni of Lazard and Partners Group, the company focuses on bridging human and artificial intelligence. Role overview This part-time AI Residency is designed for investment banking associates based in India, especially those in Bangalore. The position blends corporate finance expertise with applied AI, inviting associates to help shape how AI systems approach real-world banking challenges. The work draws on bulge-bracket training and applies it to the development of frontier AI models. What you will do Scenario Development: Design realistic, deal-focused scenarios similar to tasks handled by first-year analysts. Evaluate AI-generated outputs against industry standards. Human vs. Machine Analysis: Identify where AI reasoning falls short in areas like valuation, accounting, and transaction structuring. Framework Design: Translate banker intuition, such as stress-testing and handling financial ambiguities, into structured challenges for AI. Benchmark Construction: Build and annotate authentic DCFs, LBOs, comparables, and live deal scenarios to test AI performance. Why join this residency Develop a practical understanding of AI model training, a skill set gaining importance in buy-side, strategy, and corporate development roles. Be part of a group of Indian investment banking professionals contributing to the evolution of AI in finance. Shape a unique career story, whether moving toward private equity, growth equity, or strategic positions. Requirements 3–4+ years of investment banking or corporate finance experience at a leading international bank (bulge bracket, elite boutique, or top-tier advisory). Currently at the associate level; open to all sectors. Strong skills in financial modeling and valuation (DCF, LBO, comps, precedents). Excellent written communication and attention to detail. Keen interest in how AI intersects with finance. Residency structure Part-time role with flexible hours, designed to fit around existing professional commitments.

Aptura brings together human expertise and artificial intelligence to advance model training in finance, healthcare, and law. Founded by former professionals from Lazard and Partners Group, the team collaborates with leading AI labs to help advanced models address complex financial scenarios. The company operates from London, San Francisco, and is now expanding in India. Role overview This part-time, remote residency invites experienced investment banking professionals in Bangalore to work at the intersection of AI and finance. As an AI Resident, the focus is on teaching AI systems to approach tasks like valuation, modeling, and deal analysis with the rigor and nuance of a seasoned banker. What you will do Develop and structure financial analysis scenarios based on your expertise. Produce and annotate financial models that demonstrate analytical reasoning. Organize and execute data extraction and analysis from public company filings and reports. Assess AI-generated outputs for accuracy and alignment with professional standards. Create and evaluate challenging finance scenarios and prompts to improve AI reasoning. Build, modify, and annotate financial models to clarify analytical logic. Engage in a research project with a top foundational AI lab, contributing to the advancement of AI in corporate finance modeling. Requirements 3–4+ years of experience in Investment Banking or Corporate Finance at a leading international institution (bulge bracket, elite boutique, or top-tier global advisory). Strong skills in financial modeling and valuation using Excel. Thorough understanding of financial statements, valuation methods, and modeling techniques. Ability to extract and analyze data from filings, earnings reports, and investor presentations. Exceptional attention to detail and strong written communication skills, including summarization. Proven ability to generate structured analytical outputs with clear explanations of methodology. Position details Remote and asynchronous contract role. Minimum commitment of 30 hours per week. Based in Bangalore.

Aptura brings together human insight and artificial intelligence to advance how AI models handle complex financial topics. Founded by former Lazard and Partners Group professionals, the company operates from London and San Francisco, drawing on deep experience in finance, healthcare, and law. Aptura partners with leading AI labs to help shape models that meet the standards expected in corporate finance. Role overview This part-time residency focuses on investment banking and AI in Bangalore. The position is designed for associates with a background at top investment banks. Residents will help train AI to think and reason through tasks common in banking, including valuation, financial modeling, and deal analysis. What you will do Apply investment banking expertise to guide AI in financial reasoning Work on projects involving valuation, modeling, and deal review Collaborate with teams focused on improving AI model accuracy in finance Requirements Experience as an investment banking associate at a top-tier institution Based in Bangalore Strong skills in valuation, modeling, and deal analysis

Aptura brings together human expertise and artificial intelligence, drawing on experience from finance, healthcare, and law. Founded by professionals from Lazard and Partners Group, the company operates from London and San Francisco and works closely with major AI research labs to improve model training for real-world problem solving. Role overview This part-time AI Residency is designed for investment banking associates based in Bangalore. The role focuses on applying advanced banking knowledge to help train AI systems, with an emphasis on the analytical and decision-making skills central to corporate finance. What you will do Apply expertise in valuation, financial modeling, and deal analysis to support AI development Translate complex investment banking concepts and workflows for use in AI model training Help shape how next-generation AI understands and solves finance-related challenges Requirements Investment banking experience, with strong skills in valuation, modeling, and deal analysis Located in Bangalore Interest in working at the intersection of finance and artificial intelligence

Aptura brings together human expertise and artificial intelligence to improve AI model training. With leadership experience from Lazard and Partners Group, and a presence in London and San Francisco, the team draws from backgrounds in finance, healthcare, and law. Aptura works closely with leading AI labs to help AI systems address complex, real-world problems. Role overview The part-time Investment Banking Associate, AI Residency position in Bangalore focuses on applying practical investment banking knowledge to AI development. Associates contribute directly to training advanced AI models, helping them understand and replicate the reasoning and judgment used in corporate finance. What you will do Use experience in valuation, financial modeling, and deal analysis to guide AI training processes Apply critical thinking and judgment skills to improve AI understanding of banking scenarios Collaborate with Aptura’s team and foundational AI labs to shape how AI approaches corporate finance challenges Location This role is based in Bangalore, India and is structured as a part-time residency.

Aptura partners with leading foundational AI labs to bring deep institutional finance expertise into the development of advanced AI models. Founded by alumni of Lazard and Partners Group, the company operates from London and San Francisco, with a growing presence in India. Role overview This Investment Banking Associate, AI Residency position offers experienced finance professionals a chance to apply their skills in a new context. The role centers on guiding AI models to approach corporate finance tasks with the rigor of a seasoned banker. Candidates who have spent years building DCFs, LBOs, and three-statement models, and who are comfortable analyzing regulatory filings and company reports, will find their background directly relevant. Requirements 3–4+ years of experience in Investment Banking or Corporate Finance at a top international bank (bulge bracket, elite boutique, or leading advisory). Expertise in financial modeling and valuation using Excel. Strong grasp of financial statements, valuation methods, and modeling techniques. Skilled at extracting and analyzing data from regulatory filings, earnings releases, and investor presentations. High attention to detail, with excellent written communication and summarization abilities. Ability to produce structured, well-explained analytical outputs. What you will do Develop and implement financial analysis scenarios based on your expertise. Create and annotate financial models to demonstrate analytical reasoning. Organize tasks related to data extraction and analysis from public company documents. Review AI-generated outputs for accuracy and professional standards. Design and evaluate complex financial prompts to improve AI reasoning. Modify and annotate models to clarify analytical steps. Project details Minimum commitment of 30+ hours per week. Remote, asynchronous work under a contract arrangement. Contribute to a research initiative with a major foundational AI lab, advancing AI capabilities in corporate finance modeling.

Aptura is expanding its team in Bangalore and seeks part-time Investment Banking Associates to help bridge the gap between institutional finance expertise and the development of advanced AI models. This role focuses on integrating deep banking knowledge into AI training, ensuring that models can handle the nuanced judgments essential for real-world financial operations. Role overview Associates will work closely with foundational AI labs, contributing to the improvement of AI reasoning in corporate finance. The position offers early exposure to AI model development and the chance to shape how frontier AI systems approach complex financial tasks. What you will do Develop prompts: Craft realistic, transaction-specific prompts and refine AI-generated outputs to test reasoning quality. Assess human vs. machine judgment: Identify and explain where AI reasoning diverges from professional banking standards. Framework design: Translate bankers' methods for handling uncertainty, structuring deals, and testing assumptions into challenges for AI systems. Benchmark construction: Build and validate authentic DCFs, LBOs, comparables, and deal scenarios to evaluate AI performance. Why this matters Be among the first investment bankers in India to work directly on AI applications in finance. Develop skills that are increasingly valuable across buy-side, strategic, and corporate finance roles where AI understanding is essential. Engage in meaningful, intellectually stimulating work rarely found in part-time positions. Requirements 3-4 years of investment banking or corporate finance experience at a leading international bank (bulge bracket, elite boutique, or top-tier global advisory). Associate level; open to candidates from any sector. Strong skills in modeling and valuation techniques, including DCF, LBO, comps, and precedents.

Aptura is expanding its team in Bangalore with a part-time AI Residency focused on investment banking. This role sits at the intersection of advanced AI model development and institutional finance, aiming to bridge the current gap between general AI reasoning and the nuanced judgment required in high-stakes financial decision-making. Role overview Residents will work closely with AI researchers and finance professionals to enhance how frontier AI systems handle complex corporate finance tasks. The position offers early exposure to the inner workings of AI model training, especially as it relates to real-world financial workflows. What you will do Prompt development: Design realistic, deal-specific prompts and refine AI-generated outputs to test reasoning quality. Judgment comparison: Evaluate where AI reasoning diverges from the standards of experienced bankers. Framework design: Translate approaches used by bankers to manage ambiguity, structure transactions, and stress-test assumptions into AI challenges. Expert benchmarking: Build and validate Discounted Cash Flow (DCF), Leveraged Buyout (LBO), comparable company analyses, and case studies to assess AI performance. Why this matters Be among the first investment bankers in India working at the frontier of AI in finance. Develop skills and exposure increasingly valued in buy-side, strategy, and corporate roles, especially those involving AI integration. Work on meaningful projects, which is rare for part-time roles. Requirements 3 to 4+ years of experience in investment banking or corporate finance at a leading international bank (bulge bracket, elite boutique, or top-tier global advisory). Associate level; candidates from any sector are welcome. Strong command of financial modeling and valuation methods, including DCF, LBO, comparative analysis, and precedent transactions. This residency is based in Bangalore and is ideal for those ready to apply their finance expertise to the next generation of AI systems.

Aptura is building a bridge between advanced AI models and the nuanced judgment that investment banking demands. The team focuses on refining how AI interprets complex financial scenarios, including management discussions and analyses (MD&A), structuring covenants, and evaluating comparable sets. Success in this work depends on a strong grasp of institutional finance to inform and guide AI training. With roots in London and San Francisco, Aptura brings together former Lazard and Partners Group professionals. The company partners with leading foundational AI labs to connect real-world expertise from finance, healthcare, and law with AI development. Now expanding in India, Aptura is hiring investment banking associates in Bangalore for a part-time AI Residency program. Role overview Associates in this residency will help enhance AI's capabilities in corporate finance. The role provides early exposure to model development processes at top AI labs, offering a unique perspective on how technology and finance intersect. What you will do Prompt development: Create realistic, transaction-specific prompts and refine AI outputs to assess the quality of reasoning. Human vs. machine judgment analysis: Identify where AI reasoning falls short of professional banking standards. Framework design: Translate bankers' approaches to uncertainty and deal structuring into challenges for advanced AI systems. Expert benchmark construction: Build and validate real-world DCF, LBO, comparables, and deal scenarios to evaluate AI performance. Why this role stands out Work at the intersection of investment banking and AI innovation as part of the first wave of professionals in India tackling these challenges. Build skills valued in buy-side, strategy, and corporate finance roles, where understanding AI's role in workflows is increasingly important. Engage in meaningful, intellectually stimulating work, even in a part-time capacity. Requirements 3-4 years of experience in investment banking or corporate finance at a leading international bank (bulge bracket, elite boutique, or top advisory). Associate-level experience, open to all sectors. Strong proficiency in financial modeling and valuation (DCF, LBO, comparables).

Aptura brings together institutional finance and advanced AI research, with teams in London and San Francisco collaborating closely with leading AI labs. The company’s founders have deep experience from Lazard and Partners Group, and the focus is on improving how AI models reason in high-stakes financial settings. This part-time, remote residency is designed for investment banking professionals based in Bangalore who want to work at the intersection of finance and AI. Residents will work alongside former bulge-bracket and elite boutique bankers, tackling the same analytical challenges that top AI labs face in corporate finance. Requirements 3–4 years of experience in investment banking or corporate finance at a prestigious international bank, elite boutique, or global advisory firm Strong skills in financial modeling and valuation using Excel Thorough understanding of financial statements, valuation methods, and modeling practices Ability to extract and interpret data from filings, earnings releases, and investor presentations Sharp attention to detail, with strong summarization and written communication abilities Comfort creating structured analytical outputs and explaining methodologies clearly What you will do Design and develop financial analysis scenarios based on your expertise Create annotated financial models that show step-by-step analytical reasoning Organize and execute data extraction and analysis using public company materials Review AI-generated outputs for accuracy and professional standards Contribute to a research initiative with a foundational AI lab focused on corporate finance modeling Commit to at least 30 hours per week in a remote, asynchronous contract role Key responsibility Design and evaluate complex finance scenarios and prompts to help advance AI reasoning in financial contexts

Aptura brings together institutional finance expertise and advanced AI research. With offices in London and San Francisco, the team draws on backgrounds in capital markets and private equity from firms such as Lazard and Partners Group. The company partners with leading AI labs to shape the future of financial modeling in demanding environments. This part-time Frontier AI Research Residency is designed for investment banking professionals based in Bangalore. The program offers a chance to work alongside former bulge bracket and boutique finance specialists, focusing on the impact of AI within corporate finance. Residents will address real-world challenges similar to those faced by top AI research teams. Requirements 3 to 4+ years of experience in investment banking or corporate finance at a leading international bank (bulge bracket, elite boutique, or top-tier global advisory) Strong skills in financial modeling and valuation using Excel Deep understanding of financial statements, valuation methods, and modeling principles Ability to extract and interpret data from financial filings, earnings reports, and investor presentations Excellent attention to detail, with strong summarization and written communication skills Experience producing well-structured analytical outputs with clear explanations of methodologies Project Scope Design and develop financial analysis scenarios based on your expertise Create detailed financial models that demonstrate analytical reasoning Manage structured data extraction and analysis from public company sources Evaluate AI-generated outputs for accuracy and professional standards Commit to at least 30 hours per week This is a remote, asynchronous contract role Contribute to a research initiative in partnership with a leading AI lab, supporting AI development for corporate finance modeling Key Responsibilities Design and assess complex finance scenarios and prompts to support AI reasoning Collaborate with experienced professionals on problem-solving tasks

Aptura partners with top foundational AI labs to bring institutional finance expertise into the development of advanced AI models. Founded by former Lazard and Partners Group professionals, the team draws on deep capital markets knowledge and hands-on AI research experience. With offices in London and San Francisco, Aptura is now expanding its reach in India. Role overview This AI Residency for Investment Banking Associates invites experienced finance professionals to apply their modeling and analytical skills in a new domain. The role centers on helping AI systems understand and execute corporate finance tasks with the precision of a seasoned banker. Work is fully remote, asynchronous, and structured as a contract position based in Bangalore, with a minimum commitment of 30+ hours per week. What you will do Develop and implement financial analysis scenarios that draw on your banking expertise. Build and annotate financial models to demonstrate analytical reasoning and logic. Organize and execute data extraction and analysis from public company materials such as filings and earnings reports. Evaluate AI-generated outputs for accuracy and adherence to professional standards. Design and assess finance scenarios and prompts to strengthen AI reasoning in corporate finance modeling. Contribute to a research initiative in partnership with a leading foundational AI lab, focused on advancing AI capabilities in finance. Requirements 3-4+ years of experience in investment banking or corporate finance at a leading international bank (bulge bracket, elite boutique, or top-tier global advisory). Strong financial modeling and valuation skills using Excel. Thorough understanding of financial statements, valuation methods, and modeling principles. Skilled in extracting and analyzing data from filings, earnings reports, and investor presentations. Exceptional attention to detail, with strong summarization and written communication skills. Ability to produce structured analytical outputs with clear explanations of methodology. This role offers a chance to apply investment banking experience in a new context, shaping how AI models approach corporate finance challenges.

Join Celonis as an Applied AI Engineer, where you will have the opportunity to leverage cutting-edge technology to develop innovative AI solutions. You will collaborate with a talented team to enhance the capabilities of our AI systems, driving efficiency and effectiveness for our clients.

Join our innovative team as a Senior Applied AI Engineer at Celonis in Bangalore, where you will leverage advanced AI technologies to drive impactful solutions. Your expertise will play a crucial role in developing cutting-edge applications that enhance operational efficiency for our clients.In this role, you will collaborate with cross-functional teams to design, implement, and optimize AI-driven models and algorithms, transforming complex data into actionable insights.

Join Celonis as an **Applied AI Solutions Engineer**, where you'll be at the forefront of transforming data into actionable insights. In this dynamic role, you will leverage cutting-edge AI technologies to design and implement innovative solutions that drive business efficiency and effectiveness. Collaborate closely with cross-functional teams to understand client needs and deliver tailored AI solutions that enhance operational workflows.

About AnthropicAt Anthropic, we are dedicated to developing AI systems that are reliable, interpretable, and steerable. Our mission is to ensure that AI is both safe and beneficial for our users and society at large. We are a rapidly growing team of passionate researchers, engineers, policy experts, and business leaders collaboratively focused on creating advantageous AI solutions.About the RoleAs a member of the Applied AI team at Anthropic India, you will take on the role of a Pre-Sales Architect, serving as a trusted technical advisor to large enterprises across India and the Asia-Pacific region. Your goal will be to demonstrate the value of our AI system, Claude, and provide a clear vision for its integration and deployment within their technology infrastructure. You will blend your extensive technical knowledge with customer engagement skills to design innovative Large Language Model (LLM) solutions that solve intricate business issues while adhering to our high safety and reliability standards.Working in close collaboration with our Sales, Product, and Engineering teams, you will lead customers from the initial technical discovery phase to successful deployment. Your expertise will help customers grasp Claude's capabilities, develop evaluation criteria, and create scalable architectures that optimize the benefits of our AI systems.

We are seeking a talented Solutions Architect specializing in Applied AI to join our innovative team at Anthropic. In this role, you will leverage your expertise in artificial intelligence to design and implement advanced solutions that meet the unique needs of digital native businesses. You will collaborate with cross-functional teams to ensure the successful deployment of AI-driven projects, driving value and efficiency for our clients.