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
Educational Qualification : 15years fulltime education
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 :
Job Requirements :
Key Responsibilities :
1 Tracking of multiple models n experiments for auditing purpose 2 Collaborate with data scientists for hyper parameter tuning and features maintenance 3 Model management n model versioning 4 Work with infra team,data scientists n business in establishing artifact lineage,model registry n governance 5 Assist in A/B testing n automated deployment 6 A pipeline for triggering retraining to detect model drift or data drift n trigger retraining 7 Working knowledge of AWS Lambda,AWS Step Functions
Technical Experience :
1 Creation of CI/CD Pipelines for Machine learning algorithms, training n prediction pipelines 2 Work with business stake holders and data scientists to ensure value realization n ROI on operationalization of models 3 A pipeline for training,tuning,lineage n depositing into the model registry 4 Containerization n packaging of ML models 5 Endpoint creation for prediction 6 Monitoring of models in Production 7 Exposure to building large-scale AI/ML models using AWS Sagemaker
Professional Attributes :
1 Good in Team Handling 2 Good in verbal, Written communication
Educational Qualification:
15years fulltime education
Additional Information :
15years fulltime education
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