Machine Learning Engineer

Role overview

Responsibilities

• check_circle Transform specs into efficient, production ready python code as part of an agile 3 week sprint development process
• check_circle Explore new data-sources and their applicability to the Converge platform
• check_circle Extract and create data to productionize theoretical models and analytics components
• check_circle Research and build predictive models for the probability of cyber attack, and other data driven applications in the platform
• check_circle Analyze data and derive insights
• check_circle Continuously maintain, test and improve models and provide concise reporting of results
• check_circle Create and orchestrate microservices via Airflow and Docker containers
• check_circle Continuously test and deploy microservices via CI / CD
• check_circle Refactor, unit-test, and maintain Python codebase
• check_circle Work with different team members and stakeholders representing all areas of the business
• check_circle Regularly prepare and present content to stakeholders within Converge
• check_circle Assist with platform development more broadly when required
• check_circle 5+ years professional experience in ML Engineering or related field (Data Science, AI, Modeling, etc.) using Python
• check_circle BS in Computer Science or relevant field
• check_circle Competency in ML python packages such as Pandas, NumPy, PySpark, scikit-learn, Anaconda, TensorFlow, etc.
• check_circle Proficiency with feature stores, Graph databases, SQL, NoSQL, Data Lakes and other data storage technologies
• check_circle Experience with data visualization tools
• check_circle Applied statistics skills, such as regression, explainability, distributions, and statistical testing
• check_circle Understanding of standard machine learning algorithms and graphical modeling, and having successfully applied several in the correct context
• check_circle Proficient understanding of version control best practices using Git
• check_circle Prolonged periods sitting at a desk and working on a computer.
• check_circle Ability to lift up to 15 pounds occasionally.
• check_circle Reasonable accommodations may be made to enable individuals with disabilities to perform essential functions.

Benefits

• check_circle Pay Range: $135,000 – $185,000 annually (commensurate with experience and location).
• check_circle Total Compensation Context: This role may be eligible for annual performance bonuses and equity participation.
• check_circle Benefits Overview: Converge provides comprehensive health benefits (medical, dental, vision), a 401(k) plan with employer contribution, and flexible paid time off (PTO).