Senior Software Engineer

Colombo, LK
 

Senior Software Engineer - (CREQ151013)

Description

Build MLOps pipelines to support experimentation, continuous integration, deployment CI CD, verification, validation, and monitoring of ML models in production
Collaborate with Machine Learning Engineers, Cloud Engineering and Product Managers to develop tools to support experimentation, training and production operations
Build and maintain data pipelines using tools like Hadoop, Python, API Gateway, SageMaker, ECS EKS, Fargate Lambda, Airflow, CloudWatch, AWS CDK
Offer support and troubleshooting assistance for the ML pipeline, while continuously improving stability along the way
Build and maintain systems employing an Infrastructure-as-Code approach
Own the Azure stack which comprises all ML resources
Establish standards and practices around MLOps, including governance, compliance, and data security
Collaborate on managing ML infrastructure costs
Qualifications
2 years of experience with ML infrastructure and ML DevOps
4 years of overall engineering experience in distributed systems and data infrastructure
3 years experience with AWS or other public cloud platforms GCP, Azure, etc.
Excellent verbal and written communication skills.

Primary Location

: LK-1-Colombo

Schedule

: Full Time

Employee Status

: Individual Contributor

Job Type

: Experienced

Travel

: No

Job Posting

: 16/11/2022, 5:00:17 AM
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