Lead Data Scientist
2 weeks ago
About CVS Health
CVS Health is a leading healthcare company that is dedicated to delivering enhanced human-centric healthcare for a rapidly changing world. Our purpose is to bring our heart to every moment of your health, and we are committed to making healthcare more personal, convenient, and affordable.
Job Summary
We are seeking a highly skilled Lead ML/AI Engineer to drive the design and implementation of functionality related to the end-to-end ML/AI and Feature lifecycle management on Azure/Google Cloud Platform. The successful candidate will have a deep understanding of ML operationalization and lifecycle management, and will be responsible for deploying and monitoring analytical assets in batch/real-time business processes.
Key Responsibilities
- Support the deployment of ML/AI pipelines on the platform.
- Enable functionality to support analysis, model optimization, statistical testing, model versioning, deployment, and monitoring of model and data.
- Translate functionality into scalable, tested, and configurable platform architecture and software.
- Establish strong software engineering principles for development in Python on the Azure/Google Cloud Platform.
- Deliver features aligned to enterprise AutoML, Feature Engineering, and MLOPS capability.
- Provide technical leadership and mentorship to a team of machine learning engineers.
- Collaborate with cross-functional teams to align ML initiatives with overall business goals.
Requirements
- 6+ years of experience in analytics domains, and deep understanding of ML operationalization and lifecycle management.
- 5+ years of deploying and monitoring analytical assets in batch/real-time business processes.
- 5+ years of SQL & Python programming experience leveraging strong software development principles.
- Experience in designing and developing AI applications and systems.
- Experience with real-time and streaming technology (i.e. Azure Event Hubs, Azure Functions, Pub/Sub, Kafka, Spark Streaming etc.).
- Experience with REST API/Microservice development using Python/Java.
- Experience with deployment/scaling of apps on containerized environment (AKS and/or GKE).
- Experience with Snowflake/BigQuery, Google Dataproc/Databricks or any big data frameworks on Spark.
- Experience with RDBMS and NoSQL Databases and hands-on query tuning/optimization.
Preferred Qualifications
- Hands on experience in building solutions using cloud native services (Azure, GCP preferred).
- Understanding of DevOps, Infrastructure as Code, automation for self service.
Education
- Required: Bachelor's degree in computer science, Engineering, Statistics, Physics, Math, or related field or equivalent experience.
- Preferred: Master's Degree or PhD with coursework focused on advanced algorithms, mathematics in computing, data structures, etc.
Pay Range
The typical pay range for this role is $118,267,800.00. 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. This position also includes an award target in the company's equity award program.
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