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ML Ops Engineer - TensorGo
3-6 years
Hyderabad / Secunderabad, Bangalore / Bengaluru
1 vacancy
ML Ops Engineer - TensorGo
TensorGo Technologies
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
We are looking for an experienced and high-energy ML Ops Engineer. The primary function of this role is to design enterprise architecture. Envision and drive solution architecture after hearing the product s vision and user stories with ability to envision and drive a proactive architectural roadmap for an existing product keeping in mind the future requirements
Requirements
- Experience building end-to-end systems as a Platform Engineer, ML DevOps Engineer, or Data Engineer (or equivalent)
- Fluency in Python
- Comfort with Linux administration
- Experience working with cloud computing and database systems
- Experience building custom integrations between cloud-based systems using APIs
- Experience developing and maintaining ML systems built with open source tools
- Experience developing with containers and Kubernetes in cloud computing environments Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.) Ability to translate business needs to technical requirements
- Strong understanding of software testing, benchmarking, and continuous integration
- Exposure to machine learning methodology and best practices
Responsibilities
- Design the data pipelines and engineering infrastructure to support 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 to handle machine learning training and inference
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of 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
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
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ML Ops Engineer - TensorGo
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