Machine learning/ML Engineer
2 days ago
Role: ML Engineer
JOB LOCATION : Bangalore and Chennai
EXPERIENCE REQUIREMENT : 4+
Required Technical Skill:
Containerization / virtualisation
AI platforms & IDEs
CI/CD
Code, model & data versioning
IT language of their entity or project
ML packages and libraries relevant to their entity or project
Model compression techniques
ELT / ETL tools
Big data tools
Data flow processing
Cloud computing services
Relational databases and also NoSQL
Data visualization tools
ML Engineers contribute to Machine Learning projects by:
Working with the Data Scientists to define and develop the target solution with production constraints in mind. This allows to select the correct run infrastructure and serving model (e.g. data ingestion scheme, API synchronicity, …) to address the business requirements (real-time responses, processing volumetry, …)
Contributing to the automation of the different elements of the ML pipeline in order to integrate and deploy them in the production environment (e.g. building Docker/VM images, prepare unitary, regression and integration tests, …)
Supporting Data Scientists on the usage of the existing industrial solutions available to build and monitor AI services (i.e. the CI/CD tools)
Supporting IT Production on the parameterization of the target environment
Ensuring that the model runs without errors, is retrained if needed (incl. automatically) and is monitored both from the IT and the business perspective.
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