Job Description
Job Title: Data Scientist
Reports to: Chief Business Officer
Role & Responsibilities
Model Development and Optimization:
Requirements:
Reports to: Chief Business Officer
Role & Responsibilities
Model Development and Optimization:
- Collaborate with cross-functional teams to deploy ML models for strong use cases, such as recommendation systems, customer segmentations, and demand forecasting
- Collaborate with data analysts and engineers to implement scalable ML solutions
- Deploy machine learning models into production environments using Kubernetes, and cloud platforms (GCP, AWS)
- Establish and manage MLOps practices, including model monitoring, versioning, and retraining strategies
- Automate model training, testing, and deployment processes to improve efficiency and reliability and maintain CI/CD pipelines for model tracking
- Be a custodian of data by cleaning, structuring, and maintaining our datasets, and keeping them ready for visualization or modeling purposes
- Monitoring the impact of implemented use cases and communicating to the organization the value generated
Requirements:
- Proficiency in Python, SQLExperience with ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)
- Strong Knowledge of deployment tools (e.g., Docker, Kubernetes, cloud platforms) and MLOps
- Extensive knowledge of cloud-serverless technologies such as AWS Lambda, Google Cloud Functions, or Azure Functions
- Strong familiarity with GCP is a plus deploying ML models/ user cases in the E-commerce industry is a plus. Strong background in statistical analysis, data visualization, and hypothesis testing
- Pay in USD
- Opportunity to work in a diverse team
- Friendly and collaborative work environment
- 100% remote