Converge Insurance
Where cyber insurance and technology converge.
Machine Learning Engineer
Machine Learning EngineerMachine Learning EngineerFull TimeRemoteTeam 11-50Since 2022H1B No SponsorCompany SiteLinkedIn
Location
United States
Posted
91 days ago
Salary
$135K - $185K / year
Bachelor Degree5 yrs expEnglishAirflowDockerMicroservicesNo SQLNumpyPandasPy SparkPythonScikit LearnSQLTensorflow
Job Description
• 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
Job 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)
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