Machine Learning Engineer Senior
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Role details
Tech stack
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Job description
- Develop and deploy end-to-end machine learning pipelines on the Azure Databricks platform
- Collaborate with data scientists, engineers, and stakeholders to understand project requirements and translate them into scalable ML solutions
- Design and implement systems, infrastructure, and tools for efficient model training, evaluation, and deployment
- Ensure the scalability, reliability, and security of machine learning systems in production environments
- Monitor and troubleshoot deployed ML systems, addressing issues related to performance, data quality, and reliability
- Implement and improve CI/CD processes for machine learning models, enabling seamless updates, version control, automated validation and quality control
- Stay up to date with the latest advancements in ML and Artificial Intelligence and identify opportunities for innovation and optimization
- Provide guidance and mentorship on ML across the organization, fostering a culture of continuous learning and growth
- Help shape emerging GenAI capabilities, including internal evaluation tooling and environments
Requirements
- Bachelor’s Degree in computer science, engineering, data science, other technical field or extensive relevant experience is required
- Three to five (3 - 5) years’ experience ML engineering, data science or similar experience
- Fluency in python and SQL
- Experience in building and operating production ML systems in a Databricks environment (Azure preferred) including PySpark, MLFlow, Feature Stores, and Azure DevOps or comparable technologies
- Practical knowledge of experiment tracking, reproducible pipelines, model and data monitoring and governance
- Ability to turn one-off experiments into reliable, reusable capabilities
- Comfort operating in a cross-functional environment with evolving requirements and shared ownership boundaries across Data Science, Data engineering, DevOps, Platform, Infrastructure, and Security teams
- Experience in regulated environments, healthcare data, platform engineering is valuable but not required
Benefits & conditions
Our Comprehensive Benefits Package
Flexible work solutions including remote options, hybrid work schedules, Competitive pay, Paid time off including holidays and volunteer events, Health insurance coverage for you and your dependents on Day 1, 401(k) Tuition reimbursement and more.
Your career starts now. We’re looking for the next generation of health care leaders.
About the company
At AmeriHealth Caritas, we’re passionate about helping people get care, stay well and build healthy communities. As one of the nation’s leaders in health care solutions, we offer our associates the opportunity to impact the lives of millions of people through our national footprint of products, services and award-winning programs. AmeriHealth Caritas is seeking talented, passionate individuals to join our team. Together we can build healthier communities. If you want to make a difference, we’d like to hear from you.
Headquartered in Newtown Square, AmeriHealth Caritas is a mission-driven organization with more than 30 years of experience. We deliver comprehensive, outcomes-driven care to those who need it most. We offer integrated managed care products, pharmaceutical benefit management and specialty pharmacy services, behavioral health services, and other administrative services.
Discover more about us at www.amerihealthcaritas.com .
As a company, we support internal diversity through:
Recruiting. We are an equal opportunity employer. We do not discriminate on the basis of age, race, ethnicity, gender, religion, sexual orientation, or disability. Our inclusive, equitable approach to recruiting and hiring reinforces our commitment to DEI.
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