Infosys is seeking a ML Engineer with strong background in designing and deploying machine learning models using MLOPS framework for Model Management
Ideal candidate will work with clients to understand the issues they face diagnose problems design solutions and facilitate solution deployment on Azure ML
One will also have the opportunity to shape value adding consulting solutions for clients by connecting various functions of cloud components
Ideally the candidate uses understanding of the problem to arrive at multiple solution alternatives keeping in mind the various stakeholders and assess the pros and cons of all the alternatives to arrive at the optimal solution
Required Qualifications
Bachelor s degree or foreign equivalent required from an accredited institution
Will also consider three years of progressive experience in the specialty in lieu of every year of education
At least 7 years of experience in Information Technology
All applicants authorized to work in the United States are encouraged to apply
Candidate must live within commuting distance of Indianapolis IN or be willing to relocate
Travel within the US may be required
At least 4 years of experience in Information Technology in MLOPS
At least 4 years of experience Python Programming for ML Model deployment with Cleancode standards
At least 4 years of experience in AZURE or GCP Cloud environment
Azure Certified DP100 AZ AI900 or GCP equivalent including DevOps certification
Professional experience setting up MLOPs Framework ML CI CD pipelines Model management monitoring and Refactoring of MLOPs runs
At least 2 years of implementation experience in DevOps MLOps tools like Grafana Prometheus Poetry Snyk and others or equivalent in other environments
At least 2 years of experience in MLOPS Framework industry standards and operations KPI
Key Responsibilities:
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Roles Responsibilities
Understand the requirements from the business and translate it into an appropriate technical requirement
Responsible for successful delivery of MLOps solutions and services in client consulting environments
Define key business problems to be solved formulate high level solution approaches and identify data to solve those problems develop analyze draw conclusions and present to client
Assist clients with operationalization metrics to track performance of ML Models
Help team with ML Pipelines from creation to execution
Guide team to debug on issues with pipeline failures
Understand and take requirements on Operationalization of ML Models from Data Scientist
Engage with Business Stakeholders with status update on progress of development and issue fix
Setup Standards related to Coding Pipelines and Documentation
Research on new topics services and enhancements in Cloud Technologies
Technical Requirements:
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Preferred Qualifications
Experienced in Agile way of working manage team effort and track through JIRA
High Impact client communication
Domain experience in Retail CPG and Logistics
Experience in Test Driven Development and experience in using Pytest frameworks git version control Rest APIs
The job may entail extensive travel
The job may also entail sitting as well as working at a computer for extended periods of time
Candidates should be able to effectively communicate by telephone email and face to face
Additional Responsibilities:
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EEO About Us
About Us
Infosys is a global leader in next generation digital services and consulting
We enable clients in more than 50 countries to navigate their digital transformation
With over four decades of experience in managing the systems and workings of global enterprises we expertly steer our clients through their digital journey
We do it by enabling the enterprise with an AI powered core that helps prioritize the execution of change
We also empower the business with agile digital at scale to deliver unprecedented levels of performance and customer delight
Our always on learning agenda drives their continuous improvement through building and transferring digital skills expertise and ideas from our innovation ecosystem
Infosys provides equal employment opportunities to applicants and employees without regard to race color sex gender identity sexual orientation religious practices and observances national origin pregnancy childbirth or related medical conditions status as a protected veteran or spouse family member of a protected veteran or disability
Preferred Skills:
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Technology->Machine learning->data science
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