Data Sciences Lead
- Rumztech Solutions
- 5 to 10 Yrs
- Multi-City, India
- 4 years ago
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Job Description
Dear Candidates,
Wipro Technologies is looking for Data Sciences Lead.
Role: Data science
Band: B2, B3
Location: Bangalore ,Hyderabad , Chennai ,Pune
JD :
- 4+years of experience in Data science
- Well versed with Machine Learning/ AI , Python, capabilities and offerings
- Understand end to end workingofmachine learning / AI modelsLife cycle
- Experience in leveraging AWS Lambda/API Gateway services for AI/ML model consumption and inferences
- Musthavereal project experience on implementing/configuringMLOPs / CI/CD using AWS(AWS Lambda/Step functions, SageMaker Pipelines,Kubelfowetc.)
- Musthave experience on creating automated orchestration pipeline
- Musthave knowledge on Docker Containerization and leveraging containerize code for ML Model training,deployment,and inferences
- Understands model/data drift concepts and able to define the Model Monitoring pipeline, automated alerts in case of data/model drift
- Integration with AWSCodeCommit/Githubrepository to trigger pipeline provisioning
- Knowledge of a variety of machine learning techniques (Supervised/unsupervised etc.) (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
- Excellent written and verbal communication skills for coordinating across teams.
- A drive to learn and master new technologies and techniques.
Job Responsibilities:
- Understand the business objective, problem statement
- Work with Data scientist team to understand the required ML Model automation/versioning requirement
- Define and configure the required infra setup, pipeline to automate the ML Model CI/CD
- Properly articulate the required artifacts from the Data science team to enableautomated model build and deployment pipeline
- Provision automated framework to trigger model retraining
- Understand and able to implement AWS AI services and integrated architecture for specific customer use cases
- Develop A/B testing framework and test model quality
- Contribute towards designing/implementing solution assets/accelerators leveraging AWS AI/ML offerings
Employement Category:
Employement Type: Full timeIndustry: IT - SoftwareRole Category: IT Operations / EDP / MISFunctional Area: Not ApplicableRole/Responsibilies: Data Sciences LeadContact Details:
Company: Rumztech SolutionsLocation(s): Multi-City, India+ View Contact
Fraud Alert to job seekers!
₹ 1.0 - 10 Lakh/Yr
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