Virtual Quantitative ML & Competitive Data Science Specialist — Frontier Model Training (Verified Remote Contract)

Advance frontier AI capabilities from home as a Virtual Quantitative ML & Competitive Data Science Specialist — Frontier Model Training (Verified Remote Contract) at TopChoice Recruiting (paying $60 - $120/hour). Our cognitive talent team works directly on post-training alignment, reinforcement learning feedback, and domain verification across ML Engineering, Data Science, Mathematics, Coding.

Key Contributions

• Build reproducible environments, prepare relevant data and dependencies, and implement reference solutions.
• Develop tests and evaluation criteria that reliably distinguish correct solutions from incomplete or flawed approaches.
• Run coding agents against tasks, investigate their failures, and refine the tasks based on observed behavior.
• Identify implementation errors, flawed assumptions, data leakage, and other issues that affect correctness.
• Document task requirements, solution reasoning, and verification steps clearly.
• Demonstrated experience in data science, ML, quantitative modeling, or relevant research competitions. (Kaggle, DrivenData, etc.)
• Strong problem-solving ability and a clear understanding of the methods you use.

Minimum Qualifications

• Relevant competition platforms include Kaggle, DrivenData, Zindi, AIcrowd, Numerai, DataSource.ai, and CodaLab/Codabench.
• Strong coding experience, particularly in Python, including testing, debugging, and working with unfamiliar code
• Compensation Band: $60 - $120/hour
• Work Location: Remote (100% Remote / Asynchronous Flexibility)
• Available Openings: 50 open positions
• Core Competencies: ML Engineering, Data Science, Mathematics, Coding
• Practical programming ability sufficient to implement and verify your own solutions.

Contract Rate & Schedule

• Compensation Rate: $60 - $120/hour (contract specialist remuneration)
• Work Arrangement: 100% Remote / Work From Home
• Eligible Remote Countries: United States, United Kingdom, Canada, Australia, New Zealand, Ireland, and South Africa
• Core Competencies: ML Engineering, Data Science, Mathematics, Coding
• Hiring Agency: TopChoice Recruiting

Direct Application Process: Click the Apply button on this page to proceed directly to our partner application portal and submit your profile for immediate consideration.