ML Enablement Engineer
3 days ago
Data Platform Engineering Team is responsible for Building Data platform for enterprise. The ML enablement team has a combination of data engineers, machine learning engineers (MLEs). MLEs would be supposed to implement sophisticated machine learning models that can transform DPE.
Responsibilities- Build Deep learning models to understand and derive insights from data (Multi-modal - text, image, audio, etc.)
- Develop custom transformer architectures to solve business problems.
- Understand business needs and come up with an appropriate solution architecture for the use-case.
- Ensure deployment of ML models into production by working closely with data engineers / ML-Ops engineers.
- Use of test-driven Development and code pairing practices (version control).
- Collaborate with other product teams on integrations, testing and deployments.
- 4 7 years of overall experience in machine learning with proven experience in deep learning model training and deployment.
- 2 Years of strong hands-on experience in PyTorch, Hugging face and good understanding of optimizers, learning rate schedulers, etc. Experience in distributed GPU compute is preferable.
- 4 years of hands-on experience with Python programming language.
- Ability to work well in a collaborative, agile development team with business and development partners.
- Strong team player who is willing to learn, share, teach, and lead depending on the situation.
- Excellent problem-solving and communication skills.
- Continuously integrate and deploy developed software; modify CI/CD pipeline and scripts as necessary to improve continuous integration practices (Terraform).
- Experience in Google Cloud Platform (GCS, Big Query, Cloud Run, Cloud Build, Pub/Sub).
Chennai, Tamil Nadu, India
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Chennai, Tamil Nadu, India InfoBeans Full timeAbout the Job: Job Title: ML Engineer / MLOps Engineer Skills : Data Pipelines & Engineering, Model Deployment at Scale, Python with ML Frameworks (TensorFlow/PyTorch), Advanced ML Algorithms (Decision Trees, Deep Learning, SVM, Clustering, Reinforcement Learning). Experience Required : 5 -8 Years Location: Chennai Notice Period: Immediate Joiners...
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