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Machine Learning Engineer

CRC GROUP INC

Machine Learning Engineer

We are building the foundation of the machine learning function at a market-leading insurance company. As one of the first data science hires, you will play a pivotal role in shaping our ML strategy, frameworks, and operating model. This is a unique opportunity to be hands-on, developing and maintaining production-grade solutions while influencing the long-term vision and scaling of our ML capabilities.

Key Responsibilities
  • Partner with the Head of ML, product and data teams to define and implement the company-wide ML framework and best practices.
  • Contribute to the roadmap for ML development, adoption and team growth.
Hands-On Development
  • Ideate, design and build ML and AI prototypes to validate priority use cases and solve complex business problems to drive tangible value, while collaborating with product and business teams.
  • Develop and deploy production-grade ML models and data pipelines.
  • Build orchestration and integration frameworks for ML models and pipelines.
  • Develop and maintain CI/CD pipelines for ML solutions, including test automation, to ensure successful deployment of updated models
Operational Excellence
  • Monitor, maintain, and retrain models in production to ensure performance and compliance.
  • Manage data updates, versioning, and integrity for deployed solutions.
  • Implement robust monitoring and alerting systems for ML services.
Team Building
  • Help establish processes, tools, and standards for a growing ML team.
  • Mentor future hires and contribute to a collaborative, innovative culture.
Qualifications

Required Qualifications: The requirements listed below are representative of the knowledge, skill and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

  • Bachelor's Degree and six to ten years of experience or equivalent education and software engineering training or experience
  • Strong proficiency in Python and ML frameworks.
  • Experience with Databricks and Azure for data engineering and ML workflows.
  • Familiarity with MLOps tools (MLflow, Lakehouse Monitoring, Azure DevOps) and CI/CD practices.
  • Solid understanding of data science and engineering principles and model lifecycle management.
  • 5+ years total in data analytics, infrastructure, engineering and science roles.
  • 2+ years in applied ML engineering or data science roles.
  • Proven track record of deploying ML models into production environments.
  • Familiarity with monitoring, retraining, and maintaining ML systems at scale.
  • Ability to work independently and collaboratively in a fast-paced environment.
  • Strong communication skills to influence stakeholders and explain technical concepts.

Location: Charlotte, Dallas, Raleigh, Alpharetta

Vacancy posted 22 hours ago
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