Finance Domain Expert (Subject Matter Expert)

Confidential

Remote job permanent

Posted: January 30, 2026

Job Description

Engagement Model: Freelancer / Independent Contractor
Work Location: US – Remote
Start Date: ASAP

Qualification Requirements:

• Successful completion of a role-specific written assessment

• Background check clearance

About the Role

DataForce by TransPerfect is seeking experienced Finance Domain Experts to support an advanced Generative AI and LLM initiative focused on financial workflows. In this role, you will bring deep real-world finance expertise to help design, evaluate, and refine AI-driven solutions used in complex financial analysis and decision-making.

You will collaborate closely with AI, product, and engineering teams to ensure that model outputs reflect industry best practices, analytical rigor, and practical relevance across multiple finance domains.

Key Responsibilities

Workflow Definition

• Collaborate with AI and engineering teams to define common, research-driven financial workflows within your domain (e.g., M&A analysis, company valuation, portfolio construction).

• Translate real-world financial processes into structured, repeatable workflows suitable for AI modeling.

Evaluation & Test Case Creation

• Design comprehensive evaluations and test cases to measure AI performance.

• Define inputs, expected outputs, and success criteria for each workflow.

Capability Assessment

• Assess the model’s ability to perform complex financial tasks, including:

• Financial statement analysis

• Data extraction and normalization

• Market and competitive trend identification

• Risk assessment and scenario analysis

Data Curation & Annotation

• Guide the identification and curation of high-quality financial data sources.

• Support data annotation efforts to improve model training and fine-tuning.

Feedback & Iteration

• Provide structured feedback on model outputs.

• Partner with product teams to iterate on improvements that enhance accuracy, relevance, and usability.

Domain Coverage & Example Workflows

Depending on expertise, work may focus on one or more of the following areas:

Investment Banking

• Market and competitive research

• M&A, valuation, and strategic modeling

• Industry and sector analysis

Private Equity

• Market sizing and commercial diligence

• Competitive dynamics and growth drivers

• Investment thesis validation

Asset Management

• Earnings analysis and quarterly updates

• Portfolio construction and performance analysis

• Investment strategy support

Equity Research

• Investment thesis development (buy/hold/sell)

• Financial modeling and valuation

• Industry and macroeconomic analysis

Core Financial Workflows

• Discounted Cash Flow (DCF) analysis

• Leveraged Buyout (LBO) modeling

• M&A modeling

• Comparable and precedent transaction analysis

• Financial forecasting

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