Summary
Join A Place for Mom as a Sr. Machine Learning Engineer to build efficient, data-driven machine learning applications.
Requirements
- 5+ years of proven experience as a Machine Learning Engineer
- Strong proficiency in SQL, Databricks, AWS services, Python, Spark and machine learning frameworks such as XGBoost, Scikit, TensorFlow, Keras or PyTorch
- Excellent analytical and problem-solving skills with a strong ability to derive insights from complex data sets
- Effective communication skills with the ability to convey technical information and business impact to non-technical stakeholders
- Masterβs degree in Computer Science, Mathematics, or a related field, or equivalent working experience
Responsibilities
- Study and transform data science prototypes and apply appropriate machine learning algorithms and tools
- Design and develop machine learning and Gen AI systems
- Solve complex problems with multilayered data sets and optimize existing machine learning libraries and frameworks
- Construct optimized data pipelines to feed machine learning models
- Run machine learning tests and experiments, and document findings and results
- Implement and monitor model and data quality checks to ensure accuracy and consistency of our models and pipelines in production
- Train, retrain, and monitor machine learning systems and models as needed
- Collaborate with cross-functional teams, including software engineers, data scientists, and product managers, to build machine learning applications that align with business objectives and best practices
- Provide support on model and data-related issues and queries from other teams including providing clear and actionable reporting for stakeholders
- Create and maintain comprehensive documentation for machine learning processes, models and pipelines
Benefits
- 401(k) plus match
- Dental insurance
- Health insurance
- Vision Insurance
- Paid Time Off