Senior Machine Learning Engineer
Taskrabbit3 months ago
Base Salary
$150k - $200k/yr
Responsibilities
- Research, design, and implement machine learning models for business problems.
- Own the entire lifecycle of ML models, including feature engineering and deployment.
- Build scalable and reliable ML infrastructure and data pipelines.
- Create monitoring services to assess data quality and model performance.
- Write clean, efficient code and participate in code reviews.
Requirements
- BS, MS, or PhD in Computer Science, Statistics, or a related field.
- 3+ years of experience in building and deploying machine learning models.
- Strong knowledge and experience in machine learning, especially in search and recommendations.
- Proficiency in programming languages like Python and ML libraries such as TensorFlow and PyTorch.
- Experience with SQL for data transformation and complex queries.
- Familiarity with modern data technologies like Docker, Kubernetes, and data warehouses.
Benefits
- Employer-paid health insurance and a 401k match with immediate vesting.
- Generous and flexible time off, including company-wide closure weeks.
- Wellness, productivity, and education stipends.
- IKEA discounts and reproductive health support.
Tech Stack
Amazon RedshiftApache AirflowApache KafkadbtDockerGoogle BigQueryKubernetesLightGBMPythonPyTorchscikit-learnSnowflakeSQLTensorFlowTerraformXGBoost