Note: The job is a remote job and is open to candidates in USA. Somatus is a leading provider of outcomes-driven care for individuals living with chronic conditions. As a Machine Learning Engineer, you will collaborate with data and technology teams to solve advanced analytical problems and support the mission of improving patient care through effective data use.
Responsibilities
- Partner with ML engineers, data engineers, software developers, product managers, data analysts, and clinical and operations team members to deliver machine learning solutions that make an impact
- Assist with end-to-end lifecycle for AI and machine learning projects, including idea generation, data and feature engineering, model training, model evaluation, model testing, model deployment, model monitoring, and maintenance
- Build pipelines for training, evaluating, and deploying models
- Perform exploratory data analysis, statistical modeling, causal inference, and other advanced analytical techniques to uncover meaningful insights
- Advise stakeholders on experimentation best practices and help design and implement A/B/n testing as needed
- Stay current with trends and developments in the AI, machine learning, and healthcare technology communities
Skills
- Bachelor's or Master's Degree with 1 or more years of experience in a machine learning-related role, or PhD
- At least 1 year of experience with Python
- Some experience with relational databases and SQL
- Understanding of software engineering best practices and software development lifecycle
- Familiarity with Git and issue tracking tools such as JIRA
- Familiarity with Linux and CLI
- Experience in healthcare industry and working with healthcare data
- Experience with cloud infrastructure (Azure, AWS, or GCP)
- Experience with Docker
- Experience with Natural Language Processing
- Experience with effectiveness research
Benefits
- Subsidized personal healthcare coverage: Medical, Dental & Vision, plus Wellness programs
- Paid Time Off: Flexible PTO
- Professional development: CEU and tuition reimbursement
- Discretionary performance-based bonus in accordance with the Company's applicable incentive compensation plans
Company Overview