Mindrift.ai: Be the “I” in AI

Mindrift.ai: Be the “I” in AI

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Internet Software & Services

Description

  • Design original computational data science problems that simulate real-world analytical workflows across multiple industries.
  • Create Python-based problems that require libraries such as Pandas, NumPy, SciPy, scikit-learn, Statsmodels, Matplotlib, and Seaborn.
  • Develop computationally intensive tasks that cannot be solved manually within a reasonable timeframe.
  • Build problems that require multi-step reasoning in data processing, statistical analysis, feature engineering, predictive modeling, and insight extraction.
  • Create deterministic, reproducible problems by avoiding stochastic elements or using fixed random seeds.
  • Base tasks on realistic business challenges such as customer analytics, risk assessment, fraud detection, forecasting, optimization, and operational efficiency.
  • Design end-to-end problems spanning data ingestion, cleaning, EDA, modeling, validation, and deployment considerations.
  • Incorporate big data processing scenarios that require scalable computational approaches.
  • Verify solutions using Python, standard data science libraries, and statistical methods.
  • Document problem statements clearly with realistic business context and provide verified correct answers.

Requirements

  • 5+ years of hands-on data science experience with demonstrated business impact.
  • A portfolio of completed projects and publications showing real-world problem-solving.
  • Expert-level Python programming for data science, including pandas, numpy, scipy, scikit-learn, and statsmodels.
  • Expert statistical analysis and machine learning knowledge, including practical understanding of algorithms and methods.
  • Expert SQL and database operations experience for data manipulation and analysis.
  • Experience with GenAI technologies, including LLMs, RAG, prompt engineering, and vector databases.
  • Understanding of MLOps practices and model deployment workflows.
  • Knowledge of modern frameworks such as TensorFlow, PyTorch, and LangChain.
  • Strong written English proficiency at C1 level or above.
  • Willingness to work part-time on non-permanent, project-based assignments.

Benefits

  • Project-based paid work with leading tech companies.
  • Opportunity to earn up to $55 per hour equivalent, depending on contribution level and pace.
  • Estimated workload of around 10–20 hours per week during active project phases.
  • Flexible, part-time project participation rather than permanent employment.

Interested in this position?

Apply directly on the company website

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