VDOT - Agentic Data Engineer
VDOT - Agentic Data Engineer
Posted on :
14-06-2025
Employer Active
1 Vacancy
Job Alert
You will be updated with latest job alerts via emailValid email field required
Send jobs
Share
Send me jobs like this
Job Alert
You will be updated with latest job alerts via emailValid email field required
Send jobs
Job Description
Agentic Data Engineer to design develop and deploy data pipelines that leverage agentic AI that solve real-world problems
The Virginia Department of Transportations Information Technology Division is seeking a highly skilled Agentic Data Engineer to design develop and deploy data pipelines that leverage agentic AI that solve real-world problems. The ideal candidate will have experience in designing data process to support agentic systems ensure data quality and facilitating interaction between agents and data.
Responsibilities:
- Designing and developing data pipelines for agentic systems develop Robust data flows to handle complex interactions between AI agents and Data sources.
- Ability to train and fine tune large language models
- Design and build the data architecture including databases data lakes to support various data engineering tasks.
- Develop and manage Extract Load transform (ELT) processes to ensure data is accurately and efficiently moved from source systems to analytical platforms used in data science.
- Implement data pipelines that facilitate feedback loops allowing human input to improve system performance in human-in-the-loop systems.
- Work with vector databases to store and retrieve embeddings efficiently.
- Collaborate with data scientists and engineers to preprocess data train models and integrate AI into applications.
- Optimize data storage and retrieval with high performance
- Statistical analysis trends patterns to create data formats from multiple sources.
Qualifications:
- Strong Data engineering fundamentals
- Utilize Big data frameworks like Spark/Databricks
- Training LLMs with structed and unstructured data sets.
- Understanding of Graph DB
- Experience with Azure Blob Storage Azure Data Lakes Azure Databricks
- Experience implementing Azure Machine Learning Azure Computer Vision Azure Video Indexer Azure OpenAI models Azure Media Services Azure AI Search
- Determine effective data partitioning criteria
- Utilize data storage system spark to implement partition schemes
- Understanding core machine learning concepts and algorithms
- Familiarity with Cloud computing skills
- Strong programming skills in Python and experience with AI/ML frameworks.
- Proficiency in vector databases and embedding models for retrieval tasks.
- Expertise in integrating with AI agent frameworks.
- Experience with cloud AI services (Azure AI).
- Experience with GIS spatial data to create markers on maps lat long nearest topology of road geo-locate between datasets correlation etc..
- Experience with Department of Transportation Data Domains developing an AI Composite Agentic Solution designed to identify and analyze data models connect & correlate information to validate hypotheses forecast predict and recommend potential strategies and conduct What-if analysis.
- Bachelors or masters degree in computer science AI Data Science or a related field.
Required/Desired Skills
Questions
Employment Type
Full Time
Key Skills
Report This Job
Disclaimer: Drjobpro.com is only a platform that connects job seekers and employers. Applicants are advised to conduct their own independent research into the credentials of the prospective employer.We always make certain that our clients do not endorse any request for money payments, thus we advise against sharing any personal or bank-related information with any third party. If you suspect fraud or malpractice, please contact us via contact us page.
