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Machine Learning Engineer
CVS HealthMachine Learning Engineer designing robust AI/ML applications for CVS Health. Collaborating with data scientists and engineers to drive business insights and ensure application scalability.
Tech Stack
Tools & technologiesApacheAzureBigQueryCloudDockerKafkaKubernetesMongoDBNoSQLPythonRayRDBMSSpark
About the role
Key responsibilities & impact- design and implement robust AI/ML applications that drive innovation and business insights
- collaborate closely with data scientists, software engineers, and product managers to integrate ML capabilities into products and services
- ensure high performance and scalability of applications
Requirements
What you’ll need- Proven experience as a Machine Learning Engineer (1 + years)
- Proficiency in Python programming language
- Experience with RDBMS & NoSQL databases (e.g., MongoDB, BigQuery)
- Experience with data preprocessing, feature engineering, and model evaluation
- Experience with cloud platforms (Google Cloud, Azure)
- Understanding of machine learning concepts and workflows
- Familiarity with Vertex AI & Azure OpenAI (preferred)
- Experience working with LLMs and RAGs in a production environment (preferred)
- Knowledge of natural language processing (NLP) (preferred)
- Experience working with Kubernetes (GKE), Docker, and or DataFlow (preferred)
- Familiarity with big data technologies (Apache Spark, Ray, Dask) (preferred)
- Experience with streaming data technologies (e.g., Apache Kafka, PubSub) (preferred)
- Familiarity with version control systems (e.g., Git) (preferred)
- Strong problem-solving skills and attention to detail (preferred)
- Ability to work collaboratively in a team environment (preferred)
Benefits
Comp & perks- medical, dental, and vision coverage
- paid time off
- retirement savings options
- wellness programs
- resources designed to support the physical, emotional, and financial well-being
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Machine LearningPythonRDBMSNoSQLdata preprocessingfeature engineeringmodel evaluationcloud platformsnatural language processingbig data technologies
Soft Skills
problem-solvingattention to detailcollaboration