Senior Data Scientist
6 days ago
As a Senior Data Scientist at Javen Technologies, you will be responsible for developing and implementing a secure, automated deployment pipeline for machine learning models. The ideal candidate will have a strong background in machine learning, experience with AWS Sagemaker, and proficiency in programming languages such as Python.
About the Role
This role involves both engineering and change management, including architecture and training, with a focus on educating data scientists and other team members on MLOps. You will work closely with the Data Science Enablement squad to establish a foundational deployment framework and enable additional MLOps capabilities such as MLFlow, A/B testing, real-time endpoints, and further automation with Model Risk Management (MRM).
Key Responsibilities
- Develop and implement a secure, automated deployment pipeline
- Educate and mentor team members on MLOps practices
- Balance engineering tasks with change management and training
- Enhance MLOPs capabilities with advanced tools and techniques
Requirements
- Minimum of 3-5+ years of experience in machine learning and MLOps
- Proven experience with AWS Sagemaker and building end-to-end machine learning models
- Experience with data integration and management using IBM DB2 and Snowflake (or like databases)
- Strong understanding of CI/CD pipelines and automation tools
Estimated Salary: $120,000 - $180,000 per year
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