Sr MLOps Engineer

at Alight Solutions LLC in Chicago, Illinois, United States

Job Description

Our story At Alight, we believe a company's success starts with its people. At our core, we Champion People, help our colleagues Grow with Purpose and true to our name we encourage colleagues to "Be Alight." Our Values: Champion People - be empathetic and help create a place where everyone belongs. Grow with purpose - Be inspired by our higher calling of improving lives. Be Alight - act with integrity, be real and empower others. It's why we're so driven to connect passion with purpose. Our team's expertise in human insights and cloud technology gives companies and employees around the world the ability to power confident decisions, for life. With a comprehensive total rewards package, continuing education and training, and tremendous potential with a growing global organization, Alight is the perfect place to put your passion to work. Join our team if you Champion People, want to Grow with Purpose through acting with integrity and if you embody the meaning of Be Alight. Learn more at What You'll Do: Design, streamline and implement MLOps processes for continuous ML modeling and monitoring by leveraging AWS services - Sagemaker to build, train, and deploy machine learning (ML) models, Terraform templates for Deployment automation. Build version controls and CI/CD pipelines orchestration leveraging GitHub, GitHub Actions, Airflow or similar tools. Perform model review, run the code refactoring and optimization, containerization, deployment, versioning, and monitoring of its quality. Data science models testing, validation and tests automation. Optimize and fine-tune machine learning models for performance, scalability, and resource efficiency. Evaluate and analyze pre-production model releases and provide insights derived from production data logs. Deploying Machine Learning models to Sagemaker, setup real-time streaming application integration. Communicate with a team of data scientists, data engineers and architect and document the processes. Continuously improve & scale AI/ML infrastructure stacks - new features, use cases, parameterization. What you'll Need: Strong experience with AWS Services - Sagemaker, AI/ML stack, S3, Lambda, AWS Service APIs Exposure to other Services - VPC, Networking, Route53, ECR, Redshift, Glue, Athena etc. Strong background in MLOps (Machine Learning Operations), CI/CD setup for Machine Learning frameworks. Experience with AI/ML automation platforms like AWS SageMaker Pipeline; Airflow, Jenkins; Spark, Kafka; Jira, and Git Specific experience deploying machine learning models using NLP techniques, including LLMs. Experience with Real-Time Streaming applications. Knowledge of statistical techniques (t-tests, confidence intervals, p-value, etc.), tools (R, SAS, etc.) and controlled experimentation (e.g. A/B testing). Strong programming background with Python. Experience supporting AI applications using Deep Learning platforms like PyTorch, TensorFlow, Jupyter Notebook. Build integrations with Identity providers - Ping, Okta etc. Strong Scripting experience: Python, Node JS, spark. Platform tooling - Terraform, GitHub, docker, kubernetes, ansible. Strong problem-solving skills **US Citizenship requirements- as this role supports services provided to the federal government and/or a federal government contractor, proof will be required to verify US citizenship status at time of hire.** Flexible Working So that you can be your best at work and home, we consider flexible working arrangements wherever possible. Alight has been a leader in the flexible workspace and "Top 100 Company for Remote Jobs" 5 years in a row. Benefits We offer programs and plans for a healthy mind, body, wallet and life because it's important our benefits care for the whole person. Options include a variety of health coverage options, wellbeing and support programs, retirement, vacation and sick leave, maternity, paternity & adoption leave, continuing education and training as well as a number of voluntary benefit options. By applying for a position with Alight, you understand that, should you be made an offer, it will be contingent on your undergoing and successfully completing a background check consistent with Alight's employment policies. Background checks may include some or all the following based on the nature of the position: SSN/SIN validation, education... For full info follow application link. Alight Solutions provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, genetic information, pregnancy, childbirth or related medical condition, veteran, marital, parental, citizenship, or domestic partner status, or any other status protected by applicable national, federal, state or local law. Alight Solutions is committed to a diverse workforce and is an
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Job Posting: 11689966

Posted On: Feb 20, 2024

Updated On: Feb 24, 2024

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