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Senior Machine Learning Engineer
- Robert Half Technology (Houston, TX)
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Description
As our portfolio of AI-driven solutions continues to expand, we’re looking for an experienced Machine Learning Engineer to join our high-impact data science team. This role offers the opportunity to work across trading, operations, and support functions—delivering production-grade machine learning systems that solve real business problems.
You’ll collaborate with data scientists, software engineers, and commercial stakeholders to design, build, and deploy models that drive decision-making and innovation. From project scoping to model deployment, you’ll have visibility and influence across the full ML lifecycle.
• Core Responsibilities
+ Act as a thought partner to commercial teams, identifying high-value opportunities for AI/ML applications
+ Lead the design, development, and deployment of machine learning systems, with a focus on NLP, LLMs, and Generative AI
+ Prioritize projects based on business impact and evolving market conditions
+ Collaborate with cross-functional teams to gather requirements and align solutions with strategic goals
+ Integrate ML solutions—including GenAI—into existing platforms to ensure seamless user experiences and scalable adoption
+ Participate in code reviews, experiment design, and tooling decisions to maintain high engineering standards
+ Share knowledge and mentor colleagues to build machine learning fluency across the organization
Requirements
Master’s degree in Computer Science, Data Science, Machine Learning, or related field (Ph.D. preferred)
5–7+ years of experience developing and deploying ML models in production environments
Deep expertise in Python, with clean, modular, well-documented coding practices
Proven experience applying LLMs to solve business problems, with strong understanding of GenAI design patterns
Proficiency with ML frameworks and libraries: TensorFlow, PyTorch, Transformers
Familiarity with AWS and containerization tools like Docker
Strong grasp of ML fundamentals: deep learning, generative models, NLP techniques (sentiment analysis, entity recognition, disambiguation)
Excellent communication skills—able to translate complex technical concepts for non-technical audiences
Technology Doesn't Change the World, People Do.®
Robert Half is the world’s first and largest specialized talent solutions firm that connects highly qualified job seekers to opportunities at great companies. We offer contract, temporary and permanent placement solutions for finance and accounting, technology, marketing and creative, legal, and administrative and customer support roles.
Robert Half works to put you in the best position to succeed. We provide access to top jobs, competitive compensation and benefits, and free online training. Stay on top of every opportunity - whenever you choose - even on the go. Download the Robert Half app (https://www.roberthalf.com/us/en/mobile-app) and get 1-tap apply, notifications of AI-matched jobs, and much more.
All applicants applying for U.S. job openings must be legally authorized to work in the United States. Benefits are available to contract/temporary professionals, including medical, vision, dental, and life and disability insurance. Hired contract/temporary professionals are also eligible to enroll in our company 401(k) plan. Visit roberthalf.gobenefits.net for more information.
• 2025 Robert Half. An Equal Opportunity Employer. M/F/Disability/Veterans. By clicking “Apply Now,” you’re agreeing to Robert Half’s Terms of Use (https://www.roberthalf.com/us/en/terms) .
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