Role Description
We are engaging Investment Banking Associates to contribute domain-specific expertise to a customerβs high-impact project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input.
Qualifications
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Current or recent experience as an Investment Banking Associate (any level) or Analyst (2nd year+), or equivalent role within Sales & Trading.
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Demonstrated expertise in financial modeling, valuation, and deal execution processes.
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Excellent written and verbal communication skills with an emphasis on clarity and detail.
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Proven ability to interpret and analyze financial statements, transaction documents, and market data.
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Strong attention to detail and ability to provide constructive, actionable feedback on complex materials.
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Ability to work independently and manage multiple deliverables within defined project milestones.
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Familiarity with industry-standard documentation, regulatory considerations, and deal structuring nuances.
Requirements
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Financial modeling
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Valuation analysis
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Deal execution
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Market analysis
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Financial statement analysis
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Written communication
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Attention to detail
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Feedback delivery
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Remote collaboration
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Industry documentation knowledge
Scope of Work
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Evaluate and annotate complex financial materials, transaction documents, and case studies to enrich AI learning datasets.
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Draft, review, and edit project deliverables including pitchbooks, valuation models, and market analysis summaries for accuracy and clarity.
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Simulate and document real-world investment scenarios to improve model understanding of industry practices and deal processes.
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Provide detailed, written feedback on AI-generated financial content with a focus on precision, relevance, and professionalism.
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Curate and synthesize financial data to support scenario creation and decision-making exercises within the project scope.
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Identify and communicate nuanced industry concepts and terminology essential to authentic investment banking operations.
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Collaborate virtually with project coordinators to ensure deliverables align with project guidelines and client expectations.