Machine Learning Engineer
Converge Insurance
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteSalary
💰 $135,000 - $185,000 per year
Job Level
Mid-LevelSenior
Tech Stack
AirflowDockerMicroservicesNoSQLNumpyPandasPySparkPythonScikit-LearnSQLTensorflow
About the role
- Transform specs into efficient, production ready python code as part of an agile 3 week sprint development process
- Explore new data-sources and their applicability to the Converge platform
- Extract and create data to productionize theoretical models and analytics components
- Research and build predictive models for the probability of cyber attack, and other data driven applications in the platform
- Analyze data and derive insights
- Continuously maintain, test and improve models and provide concise reporting of results
- Create and orchestrate microservices via Airflow and Docker containers
- Continuously test and deploy microservices via CI / CD
- Refactor, unit-test, and maintain Python codebase
- Work with different team members and stakeholders representing all areas of the business
- Regularly prepare and present content to stakeholders within Converge
- Assist with platform development more broadly when required
Requirements
- 5+ years professional experience in ML Engineering or related field (Data Science, AI, Modeling, etc.) using Python
- BS in Computer Science or relevant field
- Competency in ML python packages such as Pandas, NumPy, PySpark, scikit-learn, Anaconda, TensorFlow, etc.
- Proficiency with feature stores, Graph databases, SQL, NoSQL, Data Lakes and other data storage technologies
- Experience with data visualization tools
- Applied statistics skills, such as regression, explainability, distributions, and statistical testing
- Understanding of standard machine learning algorithms and graphical modeling, and having successfully applied several in the correct context
- Proficient understanding of version control best practices using Git
Benefits
- comprehensive health benefits (medical, dental, vision)
- 401(k) plan with employer contribution
- flexible paid time off (PTO)
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonMachine LearningData ScienceModelingPandasNumPyPySparkscikit-learnTensorFlowSQL
Soft skills
CollaborationCommunicationPresentationAnalytical ThinkingProblem Solving
Certifications
BS in Computer Science