
ML Ops Engineer
1 day ago
Role- ML Engineer / ML Ops Engineer
Location: Thoraipakkam, Chennai
Work mode: Work from Office
Task Description:
- University Degree in Computer Science, Information Technology, or related field
- 5+ years of experience in the Machine Learning Operations role
- Design the data pipelines and engineering infrastructure to support our clients' enterprise machine learning systems at scale
- Take offline models, data scientists build and turn them into a real machine learning production system
- Develop and deploy scalable tools and services for our clients to handle machine learning training and inference
- Identify and evaluate new technologies to improve the performance, maintainability, and reliability of our clients machine learning systems
- Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.
- Support model development, with an emphasis on auditability, versioning, and data security
- Facilitate the development and deployment of proof-of-concept machine learning systems
- Communicate with clients to build requirements and track progress
- Strong analytic skills related to working with structured, semi-structured, and unstructured datasets
- Advanced Machine learning techniques: Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction
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