Senior Machine Learning Engineer

Posted Wednesday, February 4, 2026 at 7:00 AM

Shamrock Trading Corporation is a family of brands that has been serving the transportation and logistics industries since 1986. Shamrock offers factoring solutions, export financing, third-party logistics, a fuel card program and trucking technology.

Shamrock’s mission since the start has been to create value and success for our customers, our partners and our people. Strong ethics, dedication to our customers and close attention to the marketplace are critical to the success and growth of the Shamrock brands. Shamrock is headquartered in Overland Park, Kansas, with multiple offices throughout the U.S. Overland Park is a great place to live, work and play, being conveniently located within driving distance of everything Kansas City has to offer.

Housed within the heart of Overland Park, our offices include 4 gorgeous towers on the East and West sides of Metcalf Ave. With a heavy community presence and a winning culture, Shamrock is a great place to work in Overland Park!

Our award-winning culture is a testament to our commitment to growth, recognition and empowerment. From day one, we prioritize employees first, encouraging them to think and act like owners and providing endless opportunities for growth and self-development, both personally and professionally. Shamrock has been recognized as one of America’s 2025 “Most Loved Workplaces” by Newsweek.

At Shamrock,wehirebright,ambitious people and give them the tools they need for a successful, long-term career here. Shamrockalsooffers a premier set of benefits for employees and their families:

• Training and Development:Ongoing training and professional development opportunities, and a LEAD Program for aspiring leaders
• Medical: Fully paid healthcare, dental and vision premiums for employees and eligible dependents, and gym benefits
• Financial: One-time sign-on bonus, generous company 401(k) contributions and employee stock ownership after one year
• Work-Life Balance:Competitive PTO and work from home opportunities after an introductory period

Shamrock Trading Corporation is seeking a Machine Learning Engineer specializing in the preparation, testing, deployment, monitoring, and analysis of machine learning models across a diverse range of AI initiatives. This role supports both traditional classification / predictive modeling and emerging technologies such as generative AI and agentic systems, including intelligent document processing and other automation solutions.

The ideal candidate will have deep expertise in machine learning, data pipelines, and model lifecycle management, with strong technical skills in Python, Spark, and modern ML frameworks. Experience with cloud platforms (AWS), MLOps tools (Databricks, MLflow), and infrastructure-as-code (Terraform, DABs) practices is highly desirable. This position requires a balance of technical proficiency, business acumen, and collaboration with cross-functional teams to ensure scalable, reliable, and secure AI solutions.

• Design, implement, and optimize machine learning and AI systems for both traditional predictive models and emerging generative/agentic AI initiatives.
• Develop and maintain automated pipelines for model training, retraining, deployment, and monitoring across multiple environments.
• Implement load testing strategies to ensure optimal compute allocation and scalability for production workloads.
• Implement smoke testing and unit testing on ML pipelines and deployed models to improve reliability and reduce risk of failure.
• Conduct integration testing to validate end-to-end workflows and ensure seamless interaction with enterprise systems.
• Assist in building observability and monitoring frameworks for model performance, resource utilization, and anomaly detection.
• Collaborate with technical teams, and business stakeholders to align AI solutions with organizational objectives.
• Continuously research and integrate best practices for MLOps, generative AI, and agentic systems into enterprise deployments.
• Offer mentorship and provide technical leadership to junior engineers and…