0000001423.AI ENGINEER II.INFO TECH - DATA AND AI
Dallas County13 days ago
Dallas, TX, USAMid Level
Responsibilities
- Design and maintain AI agents, multi-agent systems, orchestration workflows, and scalable data pipelines.
- Select foundation models and deploy scalable AI orchestration layers across hybrid cloud environments.
- Integrate internal and external data sources with enterprise platforms, data lakes, and warehouses.
- Perform data profiling, cleansing, standardization, validation, transformation, and quality improvement.
- Monitor pipeline health, troubleshoot failures, perform root-cause analysis, and optimize inefficient data processes.
- Implement LLM tracing, debugging, evaluation, observability, version control, data lineage, and reproducibility practices.
- Document AI architecture, APIs, business rules, data logic, sources, transformations, and metadata.
- Build validation, error-handling, access-control, retention, and data-governance processes into AI and data workflows.
- Collaborate with architecture, infrastructure, DevOps, cybersecurity, QA, data science, application, and business teams.
- Support dashboards, reports, self-service analytics, stakeholder training, audit documentation, and deployment coordination.
- Contribute to design reviews, planning, requirements gathering, estimation, testing, and technical documentation.
- Mentor junior data engineers or interns and participate in knowledge-sharing and cross-training activities.
Requirements
- Bachelor’s degree in Computer Science, Information Systems, Data Science, AI and Analytics, or a related field, or equivalent education and experience.
- Five years of work-related experience in data engineering, data analytics, or AI/ML data processing.
- Knowledge of DevOps, CI/CD, containerized applications, scalable data workflows, sovereign cloud or GovCloud environments, data warehousing, data lakes, and data modeling.
- Experience or skill with Python, SQL, Rust, Go, and/or Scala for data transformation.
- Knowledge of Snowflake, Spark, Databricks, vector databases, graph databases, data catalogs, and business intelligence tools.
- Knowledge of Azure, AWS, or GCP and data storage technologies such as SQL Server, Snowflake, and Parquet.
- Skill with AWS SageMaker, LangChain, Pydantic, Model Context Protocols, Amazon Bedrock, vector databases, RAG, notebooks, API gateways, and data integration tools.
- Knowledge of streaming technologies including Kafka, Kinesis, and Pub/Sub.
- Knowledge of data privacy and compliance requirements including HIPAA, GDPR, and CJIS.
- Knowledge of ReactJS/NextJS and UI/UX concepts.
- Valid Texas driver’s license, good driving record, and ability to provide a 10-year driving history.
- Ability to pass and maintain eligibility for required national fingerprint-based criminal justice records checks.
- Strong analytical, problem-solving, communication, documentation, collaboration, independent-working, and mentoring abilities.
- Master’s degree preferred.
- Preferred certifications include cloud architecture, data modeling, governance, AWS Data Engineer Associate, AWS Data Analytics Specialty, Snowflake, or Databricks certifications.
Benefits
- Occasional travel to County sites is required.
- The role operates in a fast-paced, evolving technology environment.
Tech Stack
Apache KafkaApache SparkAWSAzureDatabricksDockerGitGoGoogle Cloud PlatformJupyter NotebookKubernetesMicrosoft SQL ServerNext.jsPythonReactRustScalaSnowflakeSQL
Categories
AI ApplicationsData Engineering
About Dallas County
Dallas County is the county government for the Dallas, Texas area, delivering public services to more than two million residents across 30 municipalities. Its departments run public and mental health programs, courts and juvenile justice, property recording, and the issuance of marriage, vehicle, and other licenses, funded by county tax revenues and fees. Founded in 1846 and headquartered in Dallas, it is the second most populous county in Texas.