Nowa
Freelance Data Science Engineer (Python & SQL)
do 58 USD/ godz.
SeniorPart-time
#337936·Dodano dziś·0
Źródło: MindriftTech Stack / Keywords
Data SciencePythonSQLAITestingPandasNumPyBig Data
Firma i stanowisko
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.
Wymagania
- 5+ years of hands-on data science 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, statsmodels)
- Expert statistical analysis and machine learning with deep understanding of algorithms, methods, and practical applications
- Expert with SQL and database operations for data manipulation and analysis
- Experience with GenAI technologies including LLMs, RAG, prompt engineering, vector databases
- Understanding of MLOps practices and model deployment workflows
- Knowledge of modern frameworks such as TensorFlow, PyTorch, LangChain
- Strong written English proficiency (C1+)
Obowiązki
- Design original computational data science problems simulating real-world analytical workflows across industries (telecom, finance, government, e-commerce, healthcare)
- Create problems requiring Python programming to solve using libraries such as Pandas, Numpy, Scipy, Sklearn, Statsmodels, Matplotlib, Seaborn
- Ensure problems are computationally intensive and cannot be solved manually within reasonable timeframes
- 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, avoiding stochastic elements or requiring fixed random seeds
- Base problems on real business challenges including customer analytics, risk assessment, fraud detection, forecasting, optimization, and operational efficiency
- Design end-to-end problems spanning the complete data science pipeline from data ingestion to deployment considerations
- 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
Oferta
- Project-based participation with estimated 10–20 hours per week during active phases
- Compensation up to $58 per hour equivalent depending on level and pace of contribution
Inne informacje
Please submit your CV in English and indicate your level of English proficiency.
Mindrift
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