Machine Learning Engineer

Reyes Holdings LLC

Niles, IL

JOB DETAILS
SKILLS
Amazon Web Services (AWS), Artificial Intelligence (AI), Automation, Bash Scripting, Big Data, Cloud Computing, Computer Science, Continuous Deployment/Delivery, Continuous Integration, Data Science, DevOps, GCP (Good Clinical Practices), GitHub, High School Diploma, Information/Data Security (InfoSec), Machine Learning, Mathematics, Microsoft Windows Azure, Operations Processes, Performance Analysis, Performance Modeling, Process Improvement, Process Modeling, Product Lifecycle, Production Systems, Python Programming/Scripting Language, Resource Management, SQL (Structured Query Language), Scripting (Scripting Languages), Snowflake Schema, Software Engineering, Source Code/Configuration Management (SCM), System Operations, Technical Writing, Unix Shell Programming, Willing to Travel
LOCATION
Niles, IL
POSTED
30+ days ago

Responsibilities

Position Responsibilities:

  • Design, build, and maintain Continuous Integration/Continuous Development (CI/CD) pipelines for machine learning models
  • Deploy and manage ML models in production environments using containerization and orchestration technologies
  • Implement monitoring, logging, and alerting solutions to track model performance, system health, and data drift
  • Collaborate with data scientists to understand model requirements and optimize the process of transforming models from development to a production-ready state
  • Create and maintain technical documentation for ML Operations (Ops) processes, infrastructure, and deployments
  • Define ML/Artificial Intelligence (AI) governance to ensure data security and ethical standards are met for all modeling processes
  • Travel up to 5% of the time
  • Other duties as assigned

Qualifications

Required Education and Experience:

  • Bachelor's degree in computer science, Data Science, Mathematics, or related quantitative discipline and 3 to 5 plus years of experience in ML Engineering, Software Engineering, or a related field or High School Diploma/General Education Diploma and 7 plus years of the above stated experience

Preferred Education and Experience:

  • Master's Degree in computer science, Data Science, or other graduate education in related quantitative fields
  • Hands-on experience with CI/CD pipelines, automation tools, and version control systems like Azure DevOps, Github, or similar and strong understanding of machine learning concepts and the ML development lifecycle
  • Experience building ML Ops infrastructure and serving models via cloud platforms such as Azure, Amazon Web Services (AWS), or Google Cloud Platform (GCP)
  • Strong proficiency in Python and working knowledge of Bash/shell scripting for automation and system operations
  • Strong understanding of Structured Query Language (SQL) and experience with big data platforms, i.e., Snowflake, Databricks, or similar
  • Experience with Infrastructure-as-Code tools, i.e., Terraform, Azure Resource Manager, or similar

Essential Information for Our Employees

At the Reyes Family of Businesses, our Total Rewards Strategy prioritizes the holistic well-being of our employees, and our compensation philosophy embraces diverse factors for fair pay decisions, valuing skills, experience, and the needs of our business. Company policy prohibits discrimination and harassment against any applicant or employee based on any status or basis protected by applicable law. In addition, the Company is committed to providing reasonable accommodation to applicants and employees in accordance with applicable law. Please note, if you are an employee in the US moving from one position to another, you may be subject to additional background screening based on the requirements of the new role.

About the Company

R

Reyes Holdings LLC

Reyes Holdings, aligned with leading brewers and foodservice providers, delivers the best-known brands and widest variety of food and beverage items to retailers around the world. Annually, the company delivers over 406 million cases of high-quality beer and food products from more than 90 warehouses in the U.S., Canada, and Ireland as well as Puerto Rico, Central and South America. Today, Reyes Holdings is the 25th largest privately held company in America and one of the largest privately held companies in Chicago with more than 10,300 employees and annual sales in excess of 12 billion dollars. We are dedicated to providing a challenging and rewarding work experience with opportunity for growth.

COMPANY SIZE
100 to 499 employees
INDUSTRY
Restaurant/Food Services
FOUNDED
1956
WEBSITE
http://www.reyesholdings.com/