We are seeking a highly skilled and experienced Data Scientist to design, build, and deploy scalable machine learning solutions. The ideal candidate will have robust expertise in Python, advanced SQL, and a deep understanding of statistical modeling and machine learning techniques, with proven experience delivering end-to-end data science solutions.
Key Responsibilities
- Lead end-to-end model development: from problem definition to production deployment
- Develop, validate, and optimize machine learning models for business use cases
- Perform data analysis, feature engineering, and model evaluation
- Design and execute A/B tests and experiments
- Collaborate with cross-functional teams to translate business requirements into data science solutions
- Ensure model performance, scalability, and reliability in production environments
- Optimize data workflows and improve query performance
- Complex joins, CTEs, and window functions
- Query optimization and performance tuning
- Experience in data modeling and schema design
- Core Data Science Knowledge
Strong understanding of
- Statistics and hypothesis testing
- Model Validation & Performance Optimization
- Experimental Design and A/B Testing
- Preferred / Nice-to-Have Skills
Experience in
- Natural Language Processing (NLP)
- Time Series Forecasting
- Recommendation Systems
Exposure to
- Generative AI / LLM applications
- MLOps and model deployment frameworks
- Visualization tools:
- Power BI or Tableau
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📌 Data Scientist (Mississauga)
🏢 Capgemini
📍 Mississauga
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