Independent Consultant/Entrepreneur, Finance, Data & Engineering (Domain Expert)

Micro1; United States; Remote; USD 83,000 - 165,000; Full time

Job summary

micro1 is a data lab helping AI labs and enterprises train foundational models and agents. The consultant will review real-world tasks, analyze outputs, and develop authentic scenarios for AI training datasets, focusing on finance, data analytics, and engineering domains.

Remote engagement with global clients emphasizes high-quality input and actionable feedback. Role emphasizes independent consulting with strong written and verbal communication, scope management, and the ability to deliver

Qualifications

• Finance and accounting expertise required.
• Strong data analysis skills.
• Experience in software engineering or technical domains is a plus.
• Ability to document technical work clearly.
• Proficiency with spreadsheets and accounting software.
• Experience with BI platforms and data tools.
• Programming experience in Python or R.
• Ability to review code and provide actionable feedback.
• Experience with client-facing engagements is beneficial.

Responsibilities

• Review and evaluate real-world tasks and deliverables in finance and analytics domains.
• Assess AI-generated outputs for accuracy and value.
• Develop authentic scenarios and problem sets inspired by real engagements.
• Identify gaps or flawed assumptions in AI outputs and provide detailed feedback.
• Document findings and recommendations for the client team.
• Contribute to creation and refinement of AI training datasets.

Skills

Finance & Accounting

Data analysis

Software engineering

Technical documentation

Spreadsheets

BI platforms

Accounting software

Programming (Python/R)

Code review

Scenario development

Error identification

Written communication

Verbal communication

Client management

Process optimization

Automation & scripting

AI/automation trends

Independent consulting

Feedback

Quantitative analysis

Education

CPA

CFA

PE

Advanced degree in quantitative field

Tools

Python

R

Excel

SQL

Job description

Pay: $60 - $120/hour

Required Skills

• finance and accounting expertise
• data analysis
• software engineering
• technical documentation
• spreadsheets (e.g., excel)
• business intelligence (bi) platforms
• accounting software
• programming (e.g., python, r)
• code review
• scenario and problem set development
• error identification and feedback
• written communication
• verbal communication
• client management
• process optimization
• automation and scripting
• emerging ai and automation trends awareness
• independent consulting
• constructive feedback
• quantitative analysis

About micro1
micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

Role Title: Independent Consultant, Finance, Data & Engineering (Domain Expert)

Role Type: Contractor

Location: Remote

micro1 is engaging Independent Consultants, Finance, Data & Engineering (Domain Experts) to participate in a unique project supporting a customer's AI initiatives. 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. No prior experience in AI is required — your domain knowledge is what matters.

Scope of Work

• Leverage your hands-on experience in finance, data science, analytics, or engineering to review and evaluate real-world tasks, analyses, and deliverables.
• Assess AI-generated outputs, such as financial models, data analyses, code, technical documentation, and business reports for accuracy, rigor, and practical value.
• Develop authentic scenarios and problem sets inspired by actual client engagements and independent project work.
• Identify and articulate gaps, errors, or flawed assumptions in AI system outputs, delivering detailed, constructive feedback to guide improvements.
• Share professional insights on the effectiveness and usability of tools commonly utilized in your field — including spreadsheets, BI platforms, accounting software, and programming environments.
• Clearly document your findings, rationale, and actionable recommendations to inform the customer’s team and enhance AI system capabilities.
• Contribute your expertise to the creation and refinement of AI training datasets, ensuring real-world relevance and technical accuracy.

Preferred Qualifications

• Demonstrated independent practice as a freelancer, consultant, fractional professional, or business owner.
• Established expertise in finance and accounting, data science, analytics, software or systems engineering, or closely related quantitative disciplines.
• Exceptional written and verbal communication skills, with emphasis on clarity, thoroughness, and actionable feedback.
• Prior experience managing client engagements end-to-end, including scoping, pricing, and delivery.
• Relevant credentials such as CPA, CFA, PE, or an advanced degree in a quantitative field.
• Exposure to automation, scripting, or process optimization within your domain.
• Awareness of emerging trends in AI, digital productivity, or automation technologies.