DATA SCIENTIST
Core
Develop predictive models and extract business insights from large datasets to support product implementation and performance measurement.
Role type
Middle IC data scientist
Builds
Production ML models and data-driven product features
Domain
IT consulting, data science
Deliverable
production ML models
Required skills
Python (Pandas, NumPy, Scikit-learn), SQL, statistics, machine learning techniques, data visualization tools, cloud platforms (AWS, GCP, Azure)
Preferred skills
Deep learning frameworks (TensorFlow, Pytorch), NLP, computer vision, Spark, Databricks, MLflow, Git
Responsibilities
Analyze large volumes of data to identify patterns and business opportunities; Design, develop, and validate machine learning models; Collaborate with Data Engineers and product teams for model implementation; Define metrics and KPIs for model performance measurement
Seniority
Middle, hands-on IC