Brief Description of position:

ML Engineer

Roles & Responsibility:

• Designing, developing and maintaining Machine Learning and Deep Learning systems on cloud/on-prem.
• Execute, orchestrate and automate various machine learning tests and experiments.
• Identification and implementation of the suitable and optimized ML algorithm / model / framework.
• Translate business needs to technical specifications and framework
• Maintain and support data analytics platforms & application.
• Working closely with Data Integration, Data Science and Business Intelligence Team.
• Guide junior developers in their duties when needed.
• Recommend improvements to provide optimum solutions.
• Conduct training programs and knowledge transfer sessions to junior developers when needed.

Qualifications/Education/Experience/Skills:

• Bachelors’ degree in Computer Science/Electronics or a related field.
• 5+ years of experience in developing Machine Learning systems or similar roles. 
• Must have orchestrated at least 2 projects on machine learning system. Implementation using frameworks (like Keras, Pytorch, Tensorflow) is big plus.
• Hands-on experience with Machine Learning libraries is must.
• Demonstrable hands-on experience in Python (must) / R / Java.
• Good Understanding and hands-on experience for development and implementation of Machine learning systems on cloud platforms like Azure ML studio, AWS sagemaker, Databricks, Google AI Hub and Google Bigquery will be an added advantage.
• Hands-on experience on containerized application using Docker / Kubernates and DAG based Orchestrator like Airflow.
• In-depth knowledge on CI/CD and DevOps automation using tools like AWS / Azure DevOps, Google Cloud Build, Bitbucket, Github, Jenkins etc.
• Should have strong knowledge on the cloud native applications, e.g.,
• AWS: S3, RDS / Redshift, Glue, lambda, batch, cloudwatch, IAM role
• Azure: Storage Accounts, ADF, SQL DW (Synapse) / AAS, Azure logic apps, Azure functions, Azure AD.
• Google: Cloud storage, Bigquery, App engine, compute engine, cloud function, IAM role.

Location

Bangalore

Minimum Qualification:

Graduate