Mastech Digital Inc. is a (certified) Minority owned business certified by NMSDC. Public traded firm under MHH at NYSE, Established in 1986. Headquartered in Pittsburgh, PA our operations are spread across 11 Global Recruiting & Sales offices across US.
Role: Machine Leaning Cloud Engineer
Location: Westlake TX, Boston MA, Jersey City
Duration: Full-Time
Job Description:
The Expertise You Have
- Experience in Object Oriented Programming (Python), SQL, Unix scripting or related programming languages and exposure to some of Python’s ML ecosystem (numpy, panda, sklearn, tensorflow, etc.).
- Experience in building cloud native applications using AWS services like S3, RDS, CFT, SNS, SQS, Step functions, Event Bridge, cloud watch etc.,
- Experience with building data pipelines in getting the data required to build, deploy and evaluate ML models, using tools like Apache Spark, AWS Glue or other distributed data processing frameworks.
- Data movement technologies (ETL/ELT), Messaging/Streaming Technologies (AWS SQS, Kinesis/Kafka), Relational and NoSQL databases (DynamoDB, EKS, Graph database), API and in-memory technologies.
- Strong knowledge of developing highly scalable distributed systems using Open-source technologies.
- 5+ years of proven experience in implementing Big data solutions in data analytics space.
- Experience in developing ML infrastructure and MLOps in the Cloud using AWS Sagemaker.
- Extensive experience working with machine learning models with respect to deployment, inference, tuning, and measurement required.
- Experience with CI/CD tools (e.g., Jenkins or equivalent), version control (Git), orchestration/DAGs tools (AWS Step Functions, Airflow, Luigi, Kubeflow, or equivalent).
- Solid experience in Agile methodologies (Kanban and SCRUM).
