Mindtree | Jobs | Machine Learning Developer/Lead | BigDataKB.com | 30-03-22

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05/04/2022

Job Location: Kolkata

Roles and Responsibilities

Role: Machine Learning Operations (MLOps) Engineer

Role Description:

Looking for MLOps engineer to design develop solutions to Automate the Machine Learning Model training deployment and Model Monitor on AWS cloud. # Work collaboratively with Data Scientists, product managers and Data engineers # Build Machine learning pipeline and automation with DevOps tools # Building, Deploying and maintaining various AI models and AI training pipeline # Design for ML Feature stores, Metadata stores and Deployment on Edge # Excellent communication skills # Ability to learn quickly and adopt new technology & skills # Adhere to delivery timeline , coding standard and process defined Must have skills: # Experience implementing MLOps # Experience in deploying and productionising AI ML model using any of the following frameworks: Tensorflow, PyTorch, Keras, SKLearn # Experience in Python, docker container cluster and AWS ecosystem. # Experience working on high traffic sites, for scalability, reliability, and performance. # Knowledge of professional software engineering practices & best practices for the full software development life cycle, including coding standards, co de reviews, CI CD, source control management, build processes, testing, and operations. # Familiar with AWS services such as S3, DynamoDB, RDS, Lambda, ECS, CDK, Batch, Step Functions, API Gateway. # Experience in deploying microservices & Rest API # Experience in model Deployment and Monitoring on AWS Cloud # Experience on Data Model Drift monitoring and deploying Infrastructure as a code (IaC) # Hands on experience MLOps using Amazon SageMaker services and Infrastructure Good to have: # Expe rience in MLOps framework such as MetaFlow, KubeFlow, MLFlow, etc are all a bonus # Deployment on Kubernetes containers, Databricks or custom solution # Data Engineering experience on any cloud .

Job Requirements: AWS ML, Machine Learning Modeling, Deployment Model

Experience: 4-12 Yrs

Location: Kolkata

If interested, please share me your updated profile into this email id rukshar.khatun@mindtree.com

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