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
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