Artificial Intelligence/Machine Learning Engineer II

SCTASK Reference number

SCTASK1465696

DIR-ITSAC Role (including level)

Artificial Intelligence/Machine Learning Engineer 2

TxDOT work to be accomplished

As part of the AI Technical Team, you will design, build, and deploy advanced models and AI solutions to solve real-world problems. You will work with large datasets, AI frameworks, and cross-functional teams to deliver impactful results that align with our business goals.

Minimum Yrs of Experience, Skills, and Qualifications

4-7 years: Experience creating end-to-end custom applications leveraging AI technologies
4-7 years: Designing and implementing RAG solutions using vector databases, embedding models, scripting, and LLMs to enhance contextual relevance and accuracy in generative outputs.
4-7 years: Experience and judgement for designing cutting edge technology solutions
4-7 years: Evaluating and benchmark generative models using quantitative and qualitative metrics to ensure performance, safety, accuracy, and reliability.
4-7 years: Monitoring and improving model performance through continuous feedback loops, error analysis, and prompt engineering.
4-7 years: Contributing to ethical AI practices, including bias detection, content filtering, implementation of guardrails, and responsible deployment strategies.

Preferred Skills and Qualifications

1 year: Evaluate appropriate LLMs and associated model providers, the modality of accessing these models (SaaS/PaaS), data obfuscation strategies for interacting with models, and cost parameters
1 year: Determine appropriate architecture for AI services
1 year: Developing/maintaining AI Agents
1 year: Use of Azure AI Foundry services for building AI solutions