AI Engineer

Summary

Under limited supervision, performs maintenance and quantizations of AI models to deploy at scale to solve real world problems. Software engineering and product development tuning for production ready applications. The AI engineer’s role is to ensure that Tempus Unlimited’s in-house AI system is secure, functioning at peak levels and using the most up to date hardware and software available.

Essential Functions

• Design and build LLM-Powered applications, Api's and agentic pipelines.
• Work with network and system administrators to integrate AI models into production systems via REST API's & SDKS.
• Develop RAG (Retrieval-Augmented Generation) systems and semantic search features.
• Fine-tune foundation models for specific use cases.
• Model Development, Train, Evaluate and iterate on ML models using real-world datasets. Contribute to and maintain system standards.
• Run track metrics and benchmark model performance.
• Optimize and quantize models for latency and accuracy in production.
• Build and maintain data pipelines that feed AI models.
• Setup Monitoring alerting and logging for model health and drift.
• Work with managers and system admins to define AI feature requirements and translate business problems into AI/ML solution designs.
• Research and evaluate new models’, frameworks and tools.
• Document architecture experiments and decisions clearly.
• Research and recommend innovative, and where possible automated approaches for system administration tasks. Identify approaches that leverage our resources and provide economies of scale.
• Repair and recover from hardware or software failures. Coordinate and communicate with impacted constituencies.
• Perform periodic performance reporting to support capacity planning.
• Analyzing system logs and identifying potential issues with computer systems.
• Performing routine audit of systems and software.

Competencies

• Familiar with Python, SQL, ETL Pipeline, Pytorch, TensorFlow, Lama index and Langgraph.
• Problem solving and analytic skills.
• Ability to stay up to date on new systems and AI technologies.
• Ability to work independently and be able to adjust to changing environments quickly.
• Experience working in a 24/7 uptime environment
• Ability to train other staff
• Ability to maintain documentation on all systems related to AI
• Ability to work various small teams in and outside the IT department with shared responsibility
• Team Player
• Motivated and detail oriented
• Ability to work with limited direction and minimal oversight

Required Education

Minimum education requirement of a High School Degree or equivalent with relevant experience or a Bachelor’s degree in a related field required.

Work Environment

This job operates in a professional office environment. This role routinely uses standard office equipment such as computers, phones, photocopiers, filing cabinets and fax machines.

Physical Demands: The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job.

• Must be able to lift 25 pounds

• While performing the duties of this job, the employee is regularly required to talk and/or hear. The employee is frequently required to sit; stand; walk; use hands to finger, handle or feel; and reach with hands and arms.

Travel

Travel is not required for this position.

Other Duties

Note this job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice.