Senior Machine Learning Engineer

About the position

As a Senior ML Engineer in our Data Science team, you will be instrumental in building, managing, and maintaining the tools and infrastructure that ensure the reliability and efficiency of our Machine Learning Operations (MLOps) platform. This role requires a balance of technical expertise in reliability engineering and operational skills to maintain and optimize AI systems and infrastructure.

Responsibilities

• Build, manage, and maintain tools for system reliability, including dashboards, logging systems, and pager systems.
• Help maintain and enhance our CI/CD pipelines, logging infrastructure, and other operational systems crucial for MLOps.
• Keep the monorepo up-to-date with the latest dependency and security updates, ensuring a secure and efficient development environment.
• Assist in implementing and maintaining infrastructure and systems managed by external vendor teams.
• Lead and participate in incident management processes, including troubleshooting, root cause analysis, and implementing corrective measures to prevent future occurrences.

Requirements

• Solid understanding of AI/ML principles and technologies.
• Experience with system monitoring tools and observability.
• Knowledge of GCP, Vertex AI, or other cloud platforms is highly beneficial.
• Proficiency in programming languages such as Python and scripting for automation.
• Strong analytical and problem-solving skills, with the ability to work under pressure.
• Bachelor's or Master's degree in Computer Science, Engineering, or a related technical field.
• 5+ years of experience in the technology field.
• Proven experience in a reliability engineering role, preferably with a focus on AI/ML systems.
• Experience in incident management and performance optimization.
• Excellent communication and teamwork skills.

Benefits

• Comprehensive medical coverage that covers many common services at no cost or for a low copay.
• Additional options for dental and vision benefits, life and disability coverage, flexible spending accounts, supplemental health protection plans, auto and home insurance, identity theft protection, legal counseling, long-term care coverage, moving assistance, pet insurance and more.
• Free counseling services and resources for emotional, physical and financial wellbeing.
• 401(k) Plan with a 100% match on 3% to 9% of pay.
• Employee Stock Purchase Plan with 10% off HCA Healthcare stock.
• Family support through fertility and family building benefits with Progyny and adoption assistance.
• Referral services for child, elder and pet care, home and auto repair, event planning and more.
• Consumer discounts through Abenity and Consumer Discounts.
• Retirement readiness, rollover assistance services and preferred banking partnerships.
• Education assistance (tuition, student loan, certification support, dependent scholarships).
• Colleague recognition program.
• Time Away From Work Program (paid time off, paid family leave, long- and short-term disability coverage and leaves of absence).
• Employee Health Assistance Fund that offers free employee-only coverage to full-time and part-time colleagues based on income.