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About the Role
Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.
Responsibilities
- Design original computational data science problems simulating real-world analytical workflows.
- Create problems requiring Python programming for solutions.
- Ensure problems are computationally intensive and cannot be solved manually.
- Develop problems requiring non-trivial reasoning chains in data processing, statistical analysis, feature engineering, predictive modeling, and insight extraction.
- Create deterministic problems with reproducible answers.
- Base problems on real business challenges.
- Design end-to-end problems spanning the complete data science pipeline.
- Incorporate big data processing scenarios requiring scalable computational approaches.
- Verify solutions using Python with standard data science libraries and statistical methods.
- Document problem statements clearly with realistic business contexts and provide verified correct answers.
Requirements
- Data Science specialists with Python experience.
- 5+ years of hands-on data science experience with proven business impact.
- Portfolio of completed projects and publications showcasing real-world problem-solving.
- Expert SQL and database operations for data manipulation and analysis.
- Understanding of MLOps practices and model deployment workflows.
- Strong written English (C1+).
- Submit CV in English and indicate English proficiency level.
Skills
- Python programming for data science (pandas, numpy, scipy, scikit-learn, statsmodels)
- Statistical analysis and machine learning
- SQL and database operations
- GenAI technologies (LLMs, RAG, prompt engineering, vector databases)
- Modern frameworks (TensorFlow, PyTorch, LangChain)
Location
- Remote
Work Type
- Project-based
- Part-time
- Non-permanent
Experience Level
- 5+ years of data science experience
Salary/Compensations
- Up to $55 per hour equivalent
About the Company
- Mindrift connects specialists with project-based AI opportunities for leading tech companies.