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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