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Machine Learning Lead

Company: Cognizant
Location: Sunnyvale
Posted on: January 7, 2021

Job Description:

Machine Learning LeadLocation: Sunnyvale, CA*This role is not able to offer visa transfer or sponsorship now or in the future*Roles/ResponsibilitiesShould have minimum of 10 years of experience in Machine learningOperate and maintain systems supporting the provisioning of new clients, applications, and features.Day-to-day monitoring of the Production service delivery environment to ensure all services and applications are operating optimally and SLAs are met.Software deployment and configuration management in both QA and Production environments.Collaborate with Data Scientists and Data Engineers on feature development teams to containerize and build out deployment pipelines for new modulesDesign, build and optimize applications containerization and orchestration with Docker and Kubernetes and AWS or AzureAutomate applications and infrastructure deploymentsProduce build and deployment automation scripts to integrate between servicesBe a domain expert on DevOps practices, CI/CD and Configuration Management with assigned engineering teamExperience with cloud computing platforms: Google Cloud, Amazon Web Service, Azure, and Kubernetes.Experience in Azure cloud services (especially Azure Devops) and deploying production code in the sameExperience in MLFlow, Qubeflow, MLTracking, ML ExperimentsExperience in bigdata technologies preferred: Hadoop, Hive, Spark, and Kafka.Knowledge of machine learning frameworks: Tensor flow, Caffe/Caffe2, Pytorch, Keras, MXNet, Scikit-Learn.Collects data, analyzes and reports for early detection and correction, continual improvement.Recognize and attend to important details with accuracy and efficiency.Required Qualifications7-10 years proven experience working as Data ScientistExperience working in CloudBachelors degree from a four-year college or university or equivalent experience.ANSI SqlAzure Machine LearningExperience in Azure CloudNeural net proficiencyMulti-layer perceptronText processingMust Have SkillsMachine LearningPandasScikit-Learn (Sklearn)NumpyPythonCognizant is committed to veteran and military communities. Cognizant has been often recognized as a military friendly employer and is a coalition member of the Veteran Jobs Mission. Our business resource group Veterans Network assists our military associates in building and growing a career at Cognizant that allows them to demonstrate the leadership, loyalty, integrity, and commitment to perfection.Cognizant (NASDAQ: CTSH) is a leading provider of information technology, consulting, and business process outsourcing services, dedicated to helping the world''s leading companies build stronger businesses. Headquartered in Teaneck, New Jersey (U.S.). Cognizant is a member of the NASDAQ-100, the S&P 500, the Forbes Global 1000, and the Fortune 500 and we are among the top performing and fastest growing companies in the world.Our strength is built on our ability to work together. Our diverse backgrounds offer different perspectives and new ways of thinking. It encourages lively discussions, inspires thought leadership, and helps us build better solutions for our clients. We want someone who thrives in this setting and is inspired to craft significant solutions through true teamwork.Technical SkillsSNo Primary Skill Proficiency Level * Rqrd./Dsrd. 1 Machine Learning PL1 Required 2 Pandas PL1 Required 3 Scikit-Learn (Sklearn) PL1 Required 4 Numpy PL1 Required 5 Python PL1 Required * Proficiency LegendsProficiency Level Generic Reference PL1 The associate has basic awareness and comprehension of the skill and is in the process of acquiring this skill through various channels. PL2 The associate possesses working knowledge of the skill, and can actively and independently apply this skill in engagements and projects. PL3 The 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. PL4 The associate can function as a subject matter expert for this skill. The associate is capable of analyzing, evaluating and synthesizing solutions using the skill.by Jobble

Keywords: Cognizant, Sunnyvale , Machine Learning Lead, Other , Sunnyvale, California

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