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Lead MLOps Engineer - Kubernetes (8-12 yrs) Bangalore (DevOps) | Engineer in Engineering Job at Sq1

Squareroot Consulting Pvt Ltd.

This listing was posted on hirist.

Lead MLOps Engineer - Kubernetes (8-12 yrs) Bangalore (DevOps)

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Location:
Bangalore
Description:

We are Series C funded Startup building Analytical products & solutions. Position : Lead MLOps EngineerWork Location : Bangalore, IndiaExperience : 8 to 12 yrsEducation : Bachelors / Masters / PhD Degree in Computer Science/Machine LearningRequirements :- Atleast 3+ years of experience in implementing MLOps framework to scale up ML in production.- Hands-on experience with Kubernetes, Kubeflow, MLflow, Sagemaker, and other ML model experiment management tools including training, inference, and evaluation.- Experience in ML model serving (TorchServe, TensorFlow Serving, NVIDIA Triton inference server, etc.)- Proficiency with ML model training frameworks (PyTorch, Pytorch Lightning, Tensorflow, etc.).- Experience with GPU computing to do data and model training parallelism.- Solid software engineering skills in developing systems for production.- Strong expertise in Python.- Building end-to-end data systems as an ML Engineer, Platform Engineer, or equivalent.- Experience working with cloud data processing technologies (S3, ECR, Lambda, AWS, Spark, Dask, ElasticSearch, Presto, SQL, etc.).Roles and Responsibilities :- Architect, build and integrate end-to-end life cycles of large-scale, distributed machine learning systems i.e. ML Ops using cutting-edge tools/frameworks.- Develop tools and services for explainability of ML solutions.- Implement distributed cloud GPU training approaches for deep learning models.- Build software/tools that improve the rate of experimentation for the research team and extract insights from it.- Identify and evaluate new patterns and technologies to improve the performance, maintainability, and elegance of our machine learning systems. (ref:hirist.tech)
Education/experience:
7 To 10 Years
Company:
Squareroot Consulting
Posted:
June 5 on hirist
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Lead MLOps Engineer - Kubernetes (8-12 yrs) Bangalore (DevOps) is a Engineering Engineer Job at Squareroot Consulting located in India. Find other listings like Lead MLOps Engineer - Kubernetes (8-12 yrs) Bangalore (DevOps) by searching Oodle for Engineering Engineer Jobs.