Shamrock Trading Corporation · 3 hours ago
Senior Machine Learning Engineer
Overland Park, KS
Full-time
Onsite
Senior LevelShamrock Trading Corporation is a family of brands serving the transportation and logistics industries since 1986. They are seeking a Senior Machine Learning Engineer to design, implement, and optimize machine learning and AI systems, ensuring scalable and reliable AI solutions while collaborating with cross-functional teams.
Financial ServicesSoftwareTransportation
Responsibilities
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 data scientists to promote best practices across the Data Science and Machine Learning team
Qualification
Required
Bachelor's or advanced degree in Computer Science, Data Science, or related technical field, or equivalent work experience
Proven experience in designing, deploying, and monitoring machine learning models and AI systems in production environments
Strong proficiency in Python, Spark, SQL, and ML frameworks
Familiarity with best practices on emerging AI technologies like vector databases, generative AI, and agentic AI applications
Hands-on experience with cloud platforms (AWS), MLOps tools (Databricks, MLflow), and infrastructure-as-code (Terraform, DABs)
Expertise in implementing load testing, smoke testing, unit testing, and integration testing for ML pipelines and AI systems
Experience with version control (GitHub), CI/CD pipelines, and peer code review processes
Knowledge of observability tools and performance monitoring for ML workloads
Preferred
Familiarity with building, training, and deploying generative AI frameworks, agentic systems, and intelligent document processing solutions
Benefits
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
Company
Shamrock Trading Corporation
Shamrock Trading Corporation is the parent company for a family of brands in transportation services, finance and technology.
Founded in 1986
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
B
Bill Ryan
Chairman & CEO
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