AI / ML Engineer

Project Role :AI / ML Engineer


Project Role Description :Develops applications and systems that utilize AI tools, Cloud AI services, with proper cloud or on-prem application pipeline with production ready quality. Be able to apply GenAI models as part of the solution. Could also include but not limited to deep learning, neural networks, chatbots, image processing.
Must have skills :Machine Learning Operations

Good to have skills :NA
Minimum 3 year(s) of experience is required

Educational Qualification :BE

Project Role Description :Develops applications and systems that utilize AI to improve performance and efficiency, including but not limited to deep learning, neural networks, chatbots, natural language processing.
Must have Skills :Machine Learning Operations Good to Have Skills :No Technology Specialization Job Requirements :Key Responsibilities :1 Tracking of multiple models,experiments for auditing purpose 2 Collaborate with data scientists for hyper parameter tuning and features maintenance 3 Model management and versioning 4 Work with infra team,data scientists, business in establishing artifact lineage,model registry,governance 5 Assist in testing, automated deployment 6 A pipeline for triggering retraining to detect model drift or data drift,trigger retraining 7 Working knowledge of AWS Lambda,Sagemaker,AWS Step Functions
Technical Experience :1 Creation of CI,CD Pipelines for ML algorithms,training,prediction pipelines 2 Work with business,data scientists to ensure value realization,ROI on operationalization of models 3 Containerization, packaging of ML models 4 Endpoint creation for prediction
Professional Attributes :1 Be a self starter and a fast learner 2 Possess strong problem solving skills with the ability to methodically analyze and resolve tech challenges 3 Possess strong written, verbal,comm,analyitical,tech,inter personal and presentation skills 4 Excellent exp in interaction and handling of clients
Educational Qualification:BE Additional Info :1 Monitoring of models in Production

Qualification

BE