Job Information
Insight Global Machine Learning Engineer in Bentonville, Arkansas
Job Description
o Defines MLOps processes and assists in model deployments
o Works closely with Data Scientists in refactoring the model training pipelines
o Automate model training pipelines
o Employ AI/ML architectural knowledge as well as standard DevOps pipelines to achieve data science objectives (e.g., developing a feature store, training/deploying ML models, etc.)
o Implement standard DevOps tools (e.g., Git, Jenkins, Docker, CI/CD pipelines, etc.)
o Recommend appropriate technologies/applications to enable strategic data management, model management, and risk considerations
o Ensure platform is scalable, reliable, and performant
o Assists in outlining new integration patterns with on demand solutions
We 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 opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their 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 or uniformed service member status, 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 HR@insightglobal.com .
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Skills and Requirements
o Proficiency in Spark, Java/Scala, Hadoop, Kafka, Python
o Solid experience of SQL and NoSQL database technologies.
o Experience in developing REST APIs, event & message driven applications using Kafka or other messaging queue
o Experience in building batch and streaming data pipelines
o Experience working in Agile/Scrum setup
o Experience working with Data Scientist in converting model to production code
o Experience with building model inference pipelines
o Hands on experience in defining CI/CD pipelines for enterprises e.g. Concord/Jenkins/etc.
o Experience deploying applications in GCP
o MS degree in Computer Science or related field null
We 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 HR@insightglobal.com.