Machine Learning Ops Lead

Company: Cognizant
Location: Stamford, Connecticut, United States
Type: Full-time
Posted: 13.AUG.2021
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Summary

Description ***This position is not offering sponsorship at this time. You have to be able to work for any employer in the United States***R...

Description

Description ***This position is not offering sponsorship at this time. You have to be able to work for any employer in the United States***Roles/Responsibilities (5 - 8 day to day candidate's responsibilities)• Onshore Lead Interacting with key stakeholders of the project - BA Product Owners, Users • Writing High Level Design Detailed Mapping for the requirements • Data Analysis • Extensive knowledge in Designing data pipelineStrong in Data Engineering & MLOPs • collaborating with Data Scientist in building ML pipelinesRequired Qualifications (5 - 8 bullet points on must have skills)Experience in building ML pipelinesCreating reusable Data pipeline frameworks • writing Detailed Design Specifications ,Data Analysis & Strong negotiating skills to finalize design decisions with stakeholders• Strong understanding of Data Warehousing concepts• Strong experience in Cloud: AWS Lambda, EMR, Redshift ,MWAA, Big Data technologies, Pyspark, Hive Experience in building Streaming applications• Good knowledge in Data Modeling • Strong Communication skills• Agile Experience• Experience in Media domain preferred• Strong experience in Data Integration Landscape with multiple projects implementation• Handle Project Risks and Issues• Good Database SQL experience• Estimation• Strong leadership qualities• Good Onshore Offshore coordination skillsQualifications Technical SkillsSNoPrimary SkillProficiency Level *Rqrd./Dsrd.1Data ArchitectPL3Desired2Big DataPL3Desired3Map ReducePL3Desired4Apache SparkPL3Desired5OoziePL3Desired6KafkaPL3Desired7ImpalaPL3Desired8FlumePL3Desired9HivePL3Desired10Apache HadoopPL3Required* Proficiency LegendsProficiency LevelGeneric ReferencePL1The associate has basic awareness and comprehension of the skill and is in the process of acquiring this skill through various channels.PL2The associate possesses working knowledge of the skill, and can actively and independently apply this skill in engagements and projects.PL3The associate has comprehensive, in-depth and specialized knowledge of the skill. She / he has extensively demonstrated successful application of the skill in engagements or projects.PL4The associate can function as a subject matter expert for this skill. The associate is capable of analyzing, evaluating and synthesizing solutions using the skill.

 
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