Principal MLops Engineer with Airamatrix(Software Product Company)

4 weeks ago


thane, India AIRA Matrix Private Limited Full time

Responsibilities: 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 machinelearning production system Develop and deploy scalable tools and services for our clients to handle machinelearning 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, anddata security Facilitate the development and deployment of proof-of-concept machine learningsystems Communicate with clients to build requirements and track progressQualifications: Experience building end-to-end systems as a Platform Engineer, ML DevOpsEngineer, or Data Engineer (or equivalent) Strong software engineering skills in complex, multi-language systems 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 Exposure to deep learning approaches and modeling frameworks (PyTorch,Tensorflow, Keras, etc.)Total Experience: 7+ yearsEducation Qualification: BE/B.Tech/MCA/M.Sc/M.Tech--Regards,Surya PrajapatiTalent Acquisition ExpertEmail :surya.prajapati@airamatrix.comWebsite : https://www.airamatrix.comDosti Pinnacle, 801, Rd No. 22, Wagle Industrial Estate , Thane (W) Maharashtra, India - 400604.



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