Accenture | Let there be change
We embrace change to create 360-degree value
- Project Role :Application Developer
- Project Role Description :Design, build and configure applications to meet business process and application requirements.
- Management Level :10
- Work Experience :4-6 years
- Work location :Bengaluru
- Must Have Skills :Machine Learning
- Good To Have Skills :No Technology Specialization
- Job Requirements :
- Key Responsibilities : 1 Tracking of multiple models and experiments for auditing purpose 2 Collaborate with data scientists for hyper parameter tuning and features maintenance 3 Model management and model versioning 4 Work with infra team,data scientists and business in establishing artifact lineage,model registry and governance 5 Assist in A/B testing and automated deployment 6 A pipeline for triggering retraining to detect model drift or data drift and trigger retraining 7 Working knowledge of AWS Lambda,AWS Step F
- Technical Experience : 1 Creation of CI/CD Pipelines for Machine learning algorithms,training and prediction pipelines 2 Work with business stake holders and data scientists to ensure value realization and ROI on operationalization of models 3 A pipeline for training,tuning,lineage n depositing into the model registry 4 Containerization and 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 Be a self starter n a fast learner 2 Possess strong problem solving skills with the ability to methodically analyze n resolve tech challenges 3 Possess strong written, verbal,comm,analyitical,tech,inter personal n presentation skills 4 Excellent exp in interaction n handling of clients
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