Vinsys Information Technology Inc
Need Data Agentic Data Engineer - Local to Richmond, VA
Vinsys Information Technology Inc, Richmond, Virginia, United States, 23214
Need Data Agentic Data Engineer - Local to Richmond, VA
Hope you're doing well. We have an open position for a
Agentic Data Engineer . Please see the details below and let me know your interest. If interested, kindly share a copy of your resume to hr@vinsysinfo.com along with your salary/rate expectations and the best time to reach you. Role Details
Position:
Agentic Data Engineer Client:
VDOT - State of VA Location:
Richmond, VA (Hybrid) - Need candidate within 2 hrs drivable distance Job ID:
763232 Interview Mode:
Both Phone and In Person The Virginia Department of Transportation's Information Technology Division seeks a highly skilled Agentic Data Engineer to design, develop, and deploy data pipelines leveraging agentic AI to solve real-world problems. The ideal candidate will have experience in designing data processes supporting agentic systems, ensuring data quality, and facilitating interaction between agents and data. Responsibilities
Design and develop data pipelines for agentic systems, creating 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 data architecture, including databases and data lakes, to support various data engineering tasks. Develop and manage ELT processes to ensure accurate and efficient data movement from sources to analytical platforms. Implement data pipelines that facilitate feedback loops, enabling 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 for high performance. Perform statistical analysis to identify trends and patterns, creating data formats from multiple sources. Qualifications
Strong fundamentals in data engineering. Experience with Big Data frameworks like Spark/Databricks. Experience training LLMs with structured and unstructured data. Understanding of Graph Databases. 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. Knowledge of data partitioning criteria and implementation using Spark. 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. Experience integrating with AI agent frameworks. Experience with cloud AI services (Azure AI). Experience working with GIS spatial data for mapping and geo-location tasks. Experience with Department of Transportation Data Domains and developing AI solutions for data analysis, hypothesis testing, forecasting, and what-if analysis. Experience Requirements
Understanding Big Data Technologies - 1 year Developing ETL/ELT pipelines - 1 year Experience with Spark, GraphDB, Azure Databricks - 1 year Expertise in Data Partitioning - 1 year Data conflation experience - 3 years Python scripting experience - 3 years Training LLMs with structured/unstructured data - 2 years GIS spatial data experience - 3 years Additional Questions
Do you attest that your candidate will physically reside within the US for the duration of the assignment, in accordance with Virginia security policies? Please list the candidate's email address. Other Details
Seniority level:
Mid-Senior level Employment type:
Contract Job function:
Information Technology Industries:
Software Development Referrals increase your chances of interviewing at Vinsys Information Technology Inc by 2x. Get notified about new Data Engineer jobs in
Richmond, VA .
#J-18808-Ljbffr
Hope you're doing well. We have an open position for a
Agentic Data Engineer . Please see the details below and let me know your interest. If interested, kindly share a copy of your resume to hr@vinsysinfo.com along with your salary/rate expectations and the best time to reach you. Role Details
Position:
Agentic Data Engineer Client:
VDOT - State of VA Location:
Richmond, VA (Hybrid) - Need candidate within 2 hrs drivable distance Job ID:
763232 Interview Mode:
Both Phone and In Person The Virginia Department of Transportation's Information Technology Division seeks a highly skilled Agentic Data Engineer to design, develop, and deploy data pipelines leveraging agentic AI to solve real-world problems. The ideal candidate will have experience in designing data processes supporting agentic systems, ensuring data quality, and facilitating interaction between agents and data. Responsibilities
Design and develop data pipelines for agentic systems, creating 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 data architecture, including databases and data lakes, to support various data engineering tasks. Develop and manage ELT processes to ensure accurate and efficient data movement from sources to analytical platforms. Implement data pipelines that facilitate feedback loops, enabling 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 for high performance. Perform statistical analysis to identify trends and patterns, creating data formats from multiple sources. Qualifications
Strong fundamentals in data engineering. Experience with Big Data frameworks like Spark/Databricks. Experience training LLMs with structured and unstructured data. Understanding of Graph Databases. 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. Knowledge of data partitioning criteria and implementation using Spark. 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. Experience integrating with AI agent frameworks. Experience with cloud AI services (Azure AI). Experience working with GIS spatial data for mapping and geo-location tasks. Experience with Department of Transportation Data Domains and developing AI solutions for data analysis, hypothesis testing, forecasting, and what-if analysis. Experience Requirements
Understanding Big Data Technologies - 1 year Developing ETL/ELT pipelines - 1 year Experience with Spark, GraphDB, Azure Databricks - 1 year Expertise in Data Partitioning - 1 year Data conflation experience - 3 years Python scripting experience - 3 years Training LLMs with structured/unstructured data - 2 years GIS spatial data experience - 3 years Additional Questions
Do you attest that your candidate will physically reside within the US for the duration of the assignment, in accordance with Virginia security policies? Please list the candidate's email address. Other Details
Seniority level:
Mid-Senior level Employment type:
Contract Job function:
Information Technology Industries:
Software Development Referrals increase your chances of interviewing at Vinsys Information Technology Inc by 2x. Get notified about new Data Engineer jobs in
Richmond, VA .
#J-18808-Ljbffr