Senior Machine Learning Engineer

Bring your heart to CVS Health. Every one of us at CVS Health shares a single, clear purpose: Bringing our heart to every moment of your health. This purpose guides our commitment to deliver enhanced human-centric health care for a rapidly changing world. Anchored in our brand - with heart at its center - our purpose sends a personal message that how we deliver our services is just as important as what we deliver.
Our Heart At Work Behaviors™ support this purpose. We want everyone who works at CVS Health to feel empowered by the role they play in transforming our culture and accelerating our ability to innovate and deliver solutions to make health care more personal, convenient and affordable.
Want to help build the optimization capabilities to a growing consumer outreach platform that delivers over 120MM to consumers annually, enabling them to support and live healthier lives? CPL is a bespoke, homegrown platform that combines traditional software with Machine Learning and predictive aspects; brought together through sophisticated designs that drive scalability, extensibility, and performance. Additionally, we are in the process of migrating to the cloud. Interested in generating analytical insights that inform provider networks and engagement strategies that support members on their individualized health and wellness journey? CVS/Aetna's Analytics and Behavior Change Team delivers strategically impactful programs and tools that expand convenient access to high-quality and affordable care for all members across multiple channels across all stages of life.
This position is for a Senior Machine Learning Engineer (MLE) role in the Analytics and Behavior Change group. We employ data science and Machine Learning models, to deliver personalized nudges to improve member health and encourage healthy actions. The candidate will work with a team of data scientists to develop analytics module with a full suite of A/B testing features, build machine leaning models to provide real time next best action for users and create a self-learning optimization engine.
As a Machine Learning Engineer, you will

• Work closely with data scientists, software developers and product managers to take ML-powered services from inception to production
• Lead exploration, design and execution of Machine Learning models and frameworks that deliver value to our users.
• Build data pipelines and leverage high-quality datasets to power your Machine learning models
• Utilize modern software and data-engineering stacks to enable training, deployment, and lifecycle management of ML models.
• Lead the performance and ongoing enhancements of your products.

Required qualifications:

• 4+ years of experience in python development.
• 3+ years of experience in production grade software development
• 3+ years of experience with MLOps, Model training, inference and Model Serving.
• 2+ years of experience with exploratory data analysis and building applied Machine Learning models.
• 2+ years of experience using large scale data processing using Spark/cloud-based solution.
• Excellent problem-solving skills, critical thinking, and conceptual thinking abilities
• Great communication and cross-team collaboration skill

Preferred Qualifications

• Experience with GCP and/or other Public Clouds(AWS/AzureGCP).
• Proficiency in with Python is highly preferred.
• Experience with big data, preferably using Spark, Hadoop and Hive.
• Experience working on the large scale deep learning models for production.
• Experience with Docker/Kubernetes is a Plus
• Experience in Large language model productionization.
• Experience with modern software-engineering practices

Education

• Bachelor's degree or equivalent work experience in Computer Science, Engineering, Machine Learning, or related discipline.
• Master's degree or PhD preferred.

Pay Range
The typical pay range for this role is:
$94,500.00 - $196,000.00
This pay range represents the base hourly rate or base annual full-time salary for all positions in the job grade within which this position falls. The actual base salary offer will depend on a variety of factors including experience, education, geography and other relevant factors. This position is eligible for a CVS Health bonus, commission or short-term incentive program in addition to the base pay range listed above.
In addition to your compensation, enjoy the rewards of an organization that puts our heart into caring for our colleagues and our communities. The Company offers a full range of medical, dental, and vision benefits. Eligible employees may enroll in the Company's 401(k) retirement savings plan, and an Employee Stock Purchase Plan is also available for eligible employees. The Company provides a fully-paid term life insurance plan to eligible employees, and short-term and long term disability benefits. CVS Health also offers numerous well-being programs, education assistance, free development courses, a CVS store discount, and discount programs with participating partners. As for time off, Company employees enjoy Paid Time Off ("PTO") or vacation pay, as well as paid holidays throughout the calendar year. Number of paid holidays, sick time and other time off are provided consistent with relevant state law and Company policies.
For more detailed information on available benefits, please visit jobs.CVSHealth.com/benefits
CVS Health requires certain colleagues to be fully vaccinated against COVID-19 (including any booster shots if required), where allowable under the law, unless they are approved for a reasonable accommodation based on disability, medical condition, religious belief, or other legally recognized reasons that prevents them from being vaccinated.
You are required to have received at least one COVID-19 shot prior to your first day of employment and to provide proof of your vaccination status or apply for a reasonable accommodation within the first 10 days of your employment. Please note that in some states and roles, you may be required to provide proof of full vaccination or an approved reasonable accommodation before you can begin to actively work.
CVS Health is committed to recruiting, hiring, developing, advancing, and retaining individuals with disabilities. As such, we strive to provide equal access to the benefits and privileges of employment, including the provision of a reasonable accommodation to perform essential job functions. CVS Health can provide a request for a reasonable accommodation, including a qualified interpreter, written information in other formats, translation or other services through ColleagueRelations@CVSHealth.com If you have a speech or hearing disability, please call 7-1-1 to utilize Telecommunications Relay Services (TRS). We will make every effort to respond to your request within 48 business hours and do everything we can to work towards a solution.