Senior MLOps Engineer - INTL India
Insight Global - Chicago
Work at Insight Global
Overview
- View job
Overview
Job Description
nAnalyzing, designing, developing and managing the data pipelines to release scalable Data Science models. The ML/Ops Engineer is expected to deploy, monitor and operate production grade AI systems in a scalable, automated and repeatable way.
nCreate and maintain a scalable code to deliver AI/ML processes.
nDesign and implement the pipelines for building and deployment of ML models.
nDesign dashboards to monitor a system.
nCollect metrics and create alerts based on them.
nDesign and execute performance tests.
nPerform feasibility studies/analysis with a critical point of view.
nSupport and maintain (troubleshoot issues with data and applications).
nDevelop technical documentation for applications, including diagrams and manuals.
nWorking on many different software challenges always and ensuring a combination of simplicity and
nmaintainability within the code.
nContribute to architectural designs of large complexity and size, potentially involving several distinct
nsoftware components.
nWork as a member of a team, encouraging team building, motivation and cultivating effective team
nWe are a company committed to creating inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity employer that believes everyone matters. Qualified candidates will receive consideration for employment opportunities without regard to race, religion, sex, age, marital status, national origin, sexual orientation, citizenship status, disability, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to Human Resources Request Form ( . The EEOC "Know Your Rights" Poster is available here ( .
nTo learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: .
nSkills and Requirements
nMinimal work experience of 6+ years with evidence.
nDemonstrated experience and knowledge in Linux and Docker containers
nDemonstrated experience and knowledge in some of the main cloud providers (Azure, GCP or AWS)
nProficient in programming languages: Python
nExperience with ML/Ops technologies like Azure ML
nExperience with SQL
nExperience in the use of collaborative developing tools such as Git, Confluence, Jira, etc.
nStrong ability to analyze and synthesize. (Good analytical and logical thinking capability)
nProactive attitude, resolutive, used to work in a team and manage deadlines.
nAbility to learn quickly
nAgile methodologies development (SCRUM/KANBAN).
nAbility to keep fluid communication written and oral in English, both written and spoken Demonstrated experience and knowledge in unit and integration testing
nExperience or Exposure with AI/ML frameworks: PyTorch, Onnx, Tensorflow
nExperience designing and implementing CICD pipelines for automation.
nExperience designing monitoring dashboards (Grafana or similar) null
nWe are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to