Pathways Consultant
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MLOps Engineer - CI/CD Pipeline (8-11 yrs) Pune/Noida/Gurgaon/Gurugram/Bangalore
Location:
Pune/Noida/Gurgaon/Gurugram/Bangalore
Description:
Role : ML Ops EngineerJob Location : Pune, Bangalore, Gurgaon, NoidaShift Timing : 12:30PM IST - 10:30 PM ISTExperience : 8+ yearsSalary : 20 - 22 LPANotice Period : Early joiners required only ( 0 - 10 Days)Job Description :Skills/ Qualifications Required :- Relevant experience in ML Engineering & ML Ops role with an end-to-end understanding of ML based project's solution designing, development, implementation & deployment- Should fulfill all the standard MLOps level 2 requirements for CI/CD + CT pipeline automation- Strong grasp & hands on experience with production ready scalable code using SQL (advance) and Python, along with an in-depth knowledge of Machine Learning concepts- Hands-on experience in working on AWS cloud stack- Working experience Sagemaker, EC2, S3, EMR, Lambda Functions, Cloudwatch, etc.- At least 2 years of experience in orchestrating ML Jobs on Airflow, Step Functions, Model registry etc.- Knowledge of Jenkins for CI/CD tool- Good communication skills- Experience with version control tools such as MLFlow, DVC, Pachyderm etc.Good to have : Experience with Google Analytics data, PySpark Job Responsibilities :- Actively own & manage client deliverables.- Collaborate with data scientists, data engineers, and other MLOps Engineers to solve complex problems and create unique solutions for MLOps- Create ML prototypes, design ML systems, research, and implement ML algorithms, and develop machine learning applications in accordance with client needs.- Should have implementation experience of model evaluation and model + data validation tools/ techniques such as schema validation, valuation metrics etc.- Responsible for developing and deploying CI/CD based automated ML application pipelines (collection, processing, cleaning, transformation etc.) along with the CT component for continuous feedback loop for re-training- Strong skills in Feature store setup, Pipeline Integration, Automated triggering, Model Continuous Delivery, Model Serving (via APIs) & Model Monitoring- Ensure output's thorough quality check & provide analytics driven insights and next steps- To perform statistical analysis and fine-tune models using test results.- Understand data and different platforms used by the client.- Actively contribute towards problem solving & mentor juniors in the team- Can work hands-on independently (ref:hirist.tech)
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More About this Listing: MLOps Engineer - CI/CD Pipeline (8-11 yrs) Pune/Noida/Gurgaon/Gurugram/Bangalore
MLOps Engineer - CI/CD Pipeline (8-11 yrs) Pune/Noida/Gurgaon/Gurugram/Bangalore is a Engineering Engineer Job at Pathways Consultant located in India. Find other listings like MLOps Engineer - CI/CD Pipeline (8-11 yrs) Pune/Noida/Gurgaon/Gurugram/Bangalore by searching Oodle for Engineering Engineer Jobs.
MLOps Engineer - CI/CD Pipeline (8-11 yrs) Pune/Noida/Gurgaon/Gurugram/Bangalore is a Engineering Engineer Job at Pathways Consultant located in India. Find other listings like MLOps Engineer - CI/CD Pipeline (8-11 yrs) Pune/Noida/Gurgaon/Gurugram/Bangalore by searching Oodle for Engineering Engineer Jobs.