- 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 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.
Senior ML Ops Engineer - Chennai, India - Encora Inc.
Description
Senior ML Ops Engineer
Important Information
Location: Chennai
Experience: 5+ years
Job Mode: Full-time
Work Mode: Hybrid
Job Summary
5+ years of experience in the Machine Learning Operations role
Responsibilities and Duties ·
Qualifications and Skills
· Bachelor's degree in Computer Science or Information Systems.
Role-specific Requirements
· Technologies: Machine learning, Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction.
· Skillset competencies: CI/CD, Machine Learning
About Encora
Encora is a global company that offers Software and Digital Engineering solutions, with more than 9000 Encorians around the world. Our technology practices include Cloud Services, Product Engineering & Development, Data Modernization & Engineering, Digital Experience, DevSecOps, Cybersecurity, Quality Engineering, Generative AI, among others.
At Encora Inc. we hire professionals based solely on their skills and do not discriminate based on age, disability, religion, gender, sexual orientation, socioeconomic status, or nationality.