Data Scientist
Core
Develop AI/ML models through training, fine-tuning, feature engineering, benchmarking, and deployment preparation to create predictive capabilities from complex datasets.
Role type
Data Scientist (AI/ML)
Builds
Production-ready machine learning models and data science workflows
Domain
Artificial Intelligence / Machine Learning / Data Science
Deliverable
production ML models
Required skills
Machine learning algorithms, feature engineering, model validation and testing, hyperparameter tuning, data visualization, data governance, scientific methodology
Preferred skills
Mentoring junior data scientists, evaluating new algorithms, contributing to research initiatives
Technologies
None explicitly listed
Responsibilities
Develop and implement data science workflows and methodologies, collaborate with subject matter experts to incorporate domain knowledge, document methodologies and results, ensure models meet requirements for accuracy, performance, and explainability, collaborate with AI/ML engineers for model deployment, participate in data governance activities
Seniority
Junior (0-3 years), Journeyman (4-7 years), Senior (8+ years)