Senior ML Engineer — Part-Time GenAI & MLOps Projects

Mindrift; New York (NY); Vor Ort; USD 74.000 - 124.000; Teilzeit

Zusammenfassung

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focusing on testing, evaluating, and improving AI systems.

This part-time, project-based opportunity involves designing computational STEM problems, Python-programming tasks, and rigorous verification using standard libraries, with compensation up to $90 per hour depending on level and pace of contribution.

Qualifikationen

• 5+ years of hands-on ML experience with proven business impact.
• Portfolio of completed projects and publications showcasing real-world problem-solving.
• Expert Python programming for data science (pandas, numpy, scipy, scikit-learn).
• Expert statistical analysis and machine learning – deep understanding of algorithms and their practical applications.
• Expert with SQL and database operations for data manipulation and analysis.
• Experience with GenAI technologies (LLMs, RAG, prompt engineering, vector databases).
• Understanding of MLOps practices and model deployment workflows.
• Knowledge of modern frameworks (TensorFlow, PyTorch, LangChain).
• Strong written English (C1+).

Aufgaben

• Design original computational STEM problems that simulate real scientific workflows.
• Create problems that require Python programming to solve.
• Ensure problems are computationally intensive and cannot be solved manually within reasonable timeframes.
• Develop problems requiring non-trivial reasoning chains and creative problem-solving approaches.
• Verify solutions using Python with standard libraries (Numpy, Pandas, Scipy, scikit-learn).
• Document problem statements clearly and provide verified correct answers.

Kenntnisse

Python programming

Data science

ML algorithms

SQL

GenAI technologies

MLOps

LangChain

TensorFlow

PyTorch

English writing

Tools

Pandas

NumPy

SciPy

scikit-learn

Statsmodels

TensorFlow

PyTorch

LangChain

Vector databases

Jobbeschreibung

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focusing on testing, evaluating, and improving AI systems.

This part-time, project-based opportunity involves designing computational STEM problems, Python-programming tasks, and rigorous verification using standard libraries, with compensation up to $90 per hour depending on level and pace of contribution.