Trinity Industries is searching for an GenAI Engineer to join our Service Analytics organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and ...
Trinity Industries is searching for an GenAI Engineer to join our Service Analytics organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and ...
GenAI Engineer AWS Bedrock
Plano, TX · On-site
Role: GenAI Engineer AWS Bedrock Location: Plano, TX-Hybrid Type: 12+Months Required Skills * 8+ years of software development experience. * 3+ years of hands-on experience in Generative AI/LLM ...
GenAI Engineer AWS Bedrock
Plano, TX · On-site
Role: GenAI Engineer AWS Bedrock Location: Plano, TX-Hybrid Type: 12+Months Required Skills * 8+ years of software development experience. * 3+ years of hands-on experience in Generative AI/LLM ...
GenAI Engineer
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Trinity Industries is searching for an GenAI Engineer to join our Service Analytics organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and ...
GenAI Engineer
Dallas, TX · On-site
Trinity Industries is searching for an GenAI Engineer to join our Service Analytics organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and ...
GenAI Engineer
Dallas, TX · On-site
Trinity Industries is searching for an GenAI Engineer to join our Service Analytics organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and ...
GenAI Engineer
Dallas, TX · On-site
Trinity Industries is searching for an GenAI Engineer to join our Service Analytics organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and ...
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Austin, TX · On-site
Ltd. is seeking a GenAI Engineer to join their Apple Content Solutions Team, focusing on a project centered around Generative AI. The role requires a strong foundation in Java and Python, as well as ...
GenAI Engineer
Austin, TX · On-site
Ltd. is seeking a GenAI Engineer to join their Apple Content Solutions Team, focusing on a project centered around Generative AI. The role requires a strong foundation in Java and Python, as well as ...
GenAI Engineer with Azure Location: Dallas, TX; Cleveland, OH or Pittsburgh, PA (Onsite) Job Type: Long-Term Contract Years of Exp: Minimum 10+ years profiles We are looking for a qualified GenAI ...
GenAI Engineer with Azure Location: Dallas, TX; Cleveland, OH or Pittsburgh, PA (Onsite) Job Type: Long-Term Contract Years of Exp: Minimum 10+ years profiles We are looking for a qualified GenAI ...
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Austin, TX · On-site
We are looking for a GenAI Ops Engineer to train, fine-tune, and deploy Generative AI models (LLMs, Diffusion Models, Transformers, etc.). You will optimize model performance, manage training ...
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GenAI Engineer-W2
Austin, TX · On-site
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Sr. Data/GenAI Engineer
Irving, TX · On-site
$101K - $138K/yr
Role : Sr. Data/GenAI Engineer Location : Irving, TX (Hybrid) Contract * Project Mission : To lead the design and execution of the data ingestion and preparation pipeline, which forms the knowledge ...
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Sr. Data/GenAI Engineer
Irving, TX · On-site
$101K - $138K/yr
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Houston, TX · On-site
$100K - $120K/yr
Quest Global delivers world-class end-to-end engineering solutions by leveraging our deep industry knowledge and digital expertise. By bringing together technologies and industries, alongside the ...
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Houston, TX · On-site
$100K - $120K/yr
Quest Global delivers world-class end-to-end engineering solutions by leveraging our deep industry knowledge and digital expertise. By bringing together technologies and industries, alongside the ...
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Houston, TX · On-site
With over 25 years as an engineering services provider, we believe in the power of doing things differently to make the impossible possible. Our people are driven by the desire to make the world a ...
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Houston, TX · On-site
With over 25 years as an engineering services provider, we believe in the power of doing things differently to make the impossible possible. Our people are driven by the desire to make the world a ...
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Houston, TX · On-site
$100K - $120K/yr
Quest Global delivers world-class end-to-end engineering solutions by leveraging our deep industry knowledge and digital expertise. By bringing together technologies and industries, alongside the ...
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Houston, TX · On-site
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Quest Global delivers world-class end-to-end engineering solutions by leveraging our deep industry knowledge and digital expertise. By bringing together technologies and industries, alongside the ...
Lead GenAI Engineer (LLM)
Richardson, TX · Hybrid
$93K - $122K/yr
Design & Deploy AI/GenAI Solutions -- Architect and implement LLM-powered applications, agentic ... Engineer Data & Analytics Pipelines -- Build pipelines that feed AI/ML systems with clean, governed ...
Lead GenAI Engineer (LLM)
Richardson, TX · Hybrid
$93K - $122K/yr
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Plano, TX · On-site
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Plano, TX · On-site
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Director, GenAI Technology
Westlake, TX · On-site
$126K/yr
The GenAI Technology team within Fidelity's Asset Management Technology is looking for a motivated applied GenAI engineer/data scientist with proven experience in machine learning, GenAI-related ...
Director, GenAI Technology
Westlake, TX · On-site
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Dallas, TX · Hybrid
$49.75 - $68.50/hr
GenAI Engineer / GenAI Developer - Python Location: Dallas, TX (Hybrid) Employment Type: W2 Only Experience: 8+ Years Duration: 12+ Months Contract with Possible Extension Job Summary We are looking ...
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Gen AI with Python
Dallas, TX · Hybrid
$49.75 - $68.50/hr
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Dallas, TX · On-site
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Sr GenAI Engineer (In-person Interview is required in Dallas, TX)
Dallas, TX · On-site
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Sr. GenAI Engineer with Graph DB, Vector DB, Neo4j
Dallas, TX · On-site
$121K - $159K/yr
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Quick apply
Sr. GenAI Engineer with Graph DB, Vector DB, Neo4j
Dallas, TX · On-site
$121K - $159K/yr
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Python / GenAI Developer
Dallas, TX · On-site
$50 - $68.75/hr
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New
Python / GenAI Developer
Dallas, TX · On-site
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GenAI Engineering Manager
Richardson, TX · On-site
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GenAI Engineering Manager
Richardson, TX · On-site
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SRE/DevOps Engineer - GenAI
Austin, TX · On-site
$56.50 - $75/hr
Ability to support and operate GenAI workloads in AWS and Kubernetes environments
Quick apply
SRE/DevOps Engineer - GenAI
Austin, TX · On-site
$56.50 - $75/hr
Ability to support and operate GenAI workloads in AWS and Kubernetes environments
Genai Engineer information
What are some typical challenges a GenAI engineer faces when deploying AI models in production environments?
What is a GenAI engineer?
What is the difference between Genai Engineer vs Data Scientist?
| Aspect | Genai Engineer | Data Scientist |
|---|---|---|
| Required Credentials | Degree in Computer Science, AI, or related fields; experience with AI/ML frameworks | Degree in Data Science, Statistics, or related fields; strong programming skills |
| Work Environment | Develops AI models, fine-tunes generative AI systems, collaborates with AI teams | Analyzes data, builds predictive models, interprets complex datasets |
| Employer & Industry Usage | Tech companies, AI startups, research labs focusing on generative AI | Finance, healthcare, marketing, and tech firms analyzing data for insights |
While both roles require strong technical skills and a background in data or AI, Genai Engineers focus on developing and deploying generative AI models, whereas Data Scientists analyze data to extract insights and build predictive models. The roles often overlap but serve different primary functions within AI and data-driven organizations.
What are the key skills and qualifications needed to thrive as a GenAI engineer, and why are they important?

Full-time
Re-posted 26 days ago
Job description
Trinity Industries is searching for an GenAI Engineer to join our Service Analytics  organization, supporting rail optimization and shipper decisioning solutions. In this role, you will use Claude and modern AI tooling to build data pipelines, accelerate data science work, and ship production AI capabilities on top of our Azure and Databricks platform.
You will sit at the intersection of data engineering and data science. You will be involved in building data pipelines, training and evaluating models, and building LLM-powered systems - but what amplifies this role beyond a standard DS/DE seat is your fluency with Claude as a development partner: Claude Code, custom Skills, sub-agents, hooks, and the Model Context Protocol (MCP). You will partner with data engineers, data scientists, analysts, and business stakeholders to turn telematics, maintenance, and operations data into decisions our customers and operators can act on.
Join our team today and be a part of Delivering Goods for the Good of All!
What you'll do:
- Design, develop, and operate data pipelines on Databricks ( PySpark, SQL, Python)
- Build and ship LLM applications and agents using the Claude API - document extraction, RAG over maintenance and tariff data, internal copilots, and workflow automation
- Use Claude Code as a primary engineering tool: author and maintain Claude Code Skills (packaged slash-command workflows), sub-agents, hooks, and MCP integrations that let the team build pipelines and analytical assets faster
- Partner with data scientists on model development - feature pipelines, evaluation harnesses, training runs, and the path from notebook to production
Process and optimize large-scale datasets, including IoT, telematics, and geospatial data, to support analytical and operational use cases
- Establish and enforce engineering hygiene around AI work - prompt evaluation, cost governance (prompt caching, model routing), monitoring, and drift detection
- Translate ambiguous business problems from rail, service, and operations stakeholders into shipped pipelines, models, or AI tools
- Apply version control and collaborative development practices across Azure DevOps repos and pipelines to ensure code quality and deployment readiness
- Identify and implement process improvements and automation to improve pipeline efficiency, reliability, and maintainability
- Partner with management to prioritize data initiatives and align engineering solutions with organizational information needs
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What you'll need:
The core test for this role is simple: can you manage pipelines and extract data from Databricks, and can you use Claude as a real engineering partner? If yes, you can do this job.
- Bachelor's Degree Computer Science, Information Management, or related field required; Masters preferred
- 8+ years in data engineering including prior experience in data transformation
- Databricks: hands-on experience building, running, and debugging data pipelines using medallion architecture (bronze / silver / gold). Comfortable extracting data, writing PySpark, SQL, and Python, and managing jobs end to end
- IDE fluency: daily driver in VS Code, Cursor, JetBrains, or equivalent - comfortable in repos, terminals, and modern dev workflows
- Claude Code: hands-on experience with the Claude Code architecture - Skills, sub-agents, hooks, MCP servers, and settings - and how to compose them into reliable engineering workflows. Bring examples of what you have built
- Claude API (or equivalent): production experience with prompt design, tool use, structured output, and evaluationÂ
- Applied data science: comfortable with the model lifecycle - feature engineering, evaluation, and the path from notebook to production (You do not need to be a research scientist)
- Team engineering hygiene: Git, code review, CI, and Azure DevOps repos and pipelines
- Communication: able to explain a model, a pipeline, or a trade-off to a non-technical stakeholder without losing them
THE FOLLOWING MUST ATTACHED TO YOUR APPLICATION:
Submit your resume along with a link to a personal GitHub repository (or public gist) showcasing your Claude Code architecture - Skills, sub-agents, hooks, MCP servers, settings, or any combination you have built. A short README explaining what each piece does and why you built it is more valuable than volume. If the repo is private, a redacted tree, settings.json, and one or two example Skill files are sufficient.
Candidates who include a working Claude Code repo with their application will be prioritized for the technical round.