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Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Design, build, and operate AI systems relied on by Operations
- Develop, deploy, and maintain operations-critical AI systems, including agents, harnesses, tools, and evaluation pipelines
- Ensure production AI systems meet reliability, latency, cost, and accuracy objectives
- Develop numerical optimization, forecasting, computer vision, and anomaly detection capabilities when off-the-shelf AI is insufficient
- Develop reusable code templates, agent skills, and function-calling patterns for Forward Deployed Engineers and AI Analysts
- Design, tune, and evaluate purpose-built tools, function calls, and prompt templates
- Develop custom user interfaces for operations workflows based on user requirements
- Mentor Forward Deployed Engineers and AI Analysts in AI engineering practices, code quality, and system design
- Establish and maintain the team's technical standard
- Ensure AI systems meet ONEOK IT and security standards during production transition
- Partner with Forward Deployed Engineers to advance prototypes into enterprise-grade products
- Support AI Analysts with tooling and prompt optimization
- Work with the Data Steward for reliable, contextualized data
- Maintain close working relationships with IT and Security
- Measure success through production system reliability, latency, unit cost, framework adoption, evaluation coverage, regression detection, and mentorship outcomes
Requirements
What you’ll need- Bachelor's degree in Engineering, Management Information Systems, Computer Sciences, Accounting, Finance, Business Administration, or another related field
- Minimum 5 years of software engineering experience, including demonstrated production ownership of AI or ML systems
- Extensive experience with LLM-based systems, including agent frameworks, tool use, evaluations, prompt engineering, and retrieval
- Strong Python engineering skills
- Familiarity with at least one of optimization, forecasting, or computer vision
- Experience designing APIs, SDKs, or frameworks consumed by other engineers
- Proven track record operating systems in production, including monitoring, incident response, and cost management
- Skills in relational database design, including table structures, indexes, and primary/foreign key fields
- Skills in using computers, office equipment, and applicable software
- Ability to develop solutions to complicated issues using abstract thinking in new or complex situations
- Ability to manage and prioritize multiple assignments with competing deadlines
- Ability to read and interpret correspondence, reports, production statistics, cost analyses, contracts, accounting statements, income statements, ledgers, manuals, and legal documents
- Ability to apply math, algebra, statistical, and volumetric methods
- Ability to influence and facilitate discussions across teams and technologies
- Ability to mentor less experienced personnel on complex technologies
- Travel to other locations required
- Applicable driver's license may be required if assigned a company vehicle
- No licenses or certifications required
Benefits
Comp & perks- Equal opportunity employer committed to diversity and inclusion
- Reasonable accommodations available for individuals with disabilities during the application and hiring process
- Company vehicle may be assigned based on tasks, requiring the applicable driver's license
