Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration frameworks. * Capable of working with GraphQL, microservices, or event-driven systems in fast-paced ...
Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration frameworks. * Capable of working with GraphQL, microservices, or event-driven systems in fast-paced ...
ERP AI Engineer - Senior Associate
Salt Lake City, UT · On-site
$77K - $202K/yr
... with vector databases and embedding models - Track record of fine-tuning models on domain-specific data - Experience processing and managing data pipelines - Contributions to open-source AI/ML ...
ERP AI Engineer - Senior Associate
Salt Lake City, UT · On-site
$77K - $202K/yr
... with vector databases and embedding models - Track record of fine-tuning models on domain-specific data - Experience processing and managing data pipelines - Contributions to open-source AI/ML ...
AI Solutions Engineer III
Lehi, UT · On-site
Experience building vector databases.Experience with Obsidian or similar knowledge-management systems.Experience building AI voice systems is a plus.Experience with OpenClaw is a plus. Application ...
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AI Solutions Engineer III
Lehi, UT · On-site
Experience building vector databases.Experience with Obsidian or similar knowledge-management systems.Experience building AI voice systems is a plus.Experience with OpenClaw is a plus. Application ...
AI Solutions Engineer III
Lehi, UT · On-site
Experience building vector databases. * Experience with Obsidian or similar knowledge-management systems. * Experience building AI voice systems is a plus. * Experience with OpenClaw is a plus.
AI Solutions Engineer III
Lehi, UT · On-site
Experience building vector databases. * Experience with Obsidian or similar knowledge-management systems. * Experience building AI voice systems is a plus. * Experience with OpenClaw is a plus.
Enterprise Architect (AI focus) - CONTRACT
Salt Lake City, UT · Remote
$70.75 - $91/hr
Experience with LLMs, prompt engineering, RAG architectures, and vector databases . * Familiarity with MLOps tools and frameworks (e.g., MLflow, SageMaker, Vertex AI). * Familiarity with modern data ...
Enterprise Architect (AI focus) - CONTRACT
Salt Lake City, UT · Remote
$70.75 - $91/hr
Experience with LLMs, prompt engineering, RAG architectures, and vector databases . * Familiarity with MLOps tools and frameworks (e.g., MLflow, SageMaker, Vertex AI). * Familiarity with modern data ...
Enterprise Architect (AI focus) - CONTRACT
Salt Lake City, UT · Remote
$70.75 - $91/hr
Experience with LLMs, prompt engineering, RAG architectures, and vector databases . * Familiarity with MLOps tools and frameworks (e.g., MLflow, SageMaker, Vertex AI). * Familiarity with modern data ...
Enterprise Architect (AI focus) - CONTRACT
Salt Lake City, UT · Remote
$70.75 - $91/hr
Experience with LLMs, prompt engineering, RAG architectures, and vector databases . * Familiarity with MLOps tools and frameworks (e.g., MLflow, SageMaker, Vertex AI). * Familiarity with modern data ...
Senior AI Specialist
American Fork, UT · On-site
You have substantive, hands-on experience building and deploying LLM-based solutions - RAG pipelines, vector databases, agent frameworks, prompt engineering at scale. Using Copilot or ChatGPT at work ...
Senior AI Specialist
American Fork, UT · On-site
You have substantive, hands-on experience building and deploying LLM-based solutions - RAG pipelines, vector databases, agent frameworks, prompt engineering at scale. Using Copilot or ChatGPT at work ...
AI Solutions Engineer III
Lehi, UT · On-site
Experience building vector databases. * Experience with Obsidian or similar knowledge-management systems. * Experience building AI voice systems is a plus. * Experience with OpenClaw is a plus.
AI Solutions Engineer III
Lehi, UT · On-site
Experience building vector databases. * Experience with Obsidian or similar knowledge-management systems. * Experience building AI voice systems is a plus. * Experience with OpenClaw is a plus.
ERP AI Engineer - Manager
Salt Lake City, UT · On-site
$99K - $232K/yr
... with vector databases and semantic search architectures - Translating complex business problems into AI solution designs - Contributing to business development and proposal writing - Cloud ...
ERP AI Engineer - Manager
Salt Lake City, UT · On-site
$99K - $232K/yr
... with vector databases and semantic search architectures - Translating complex business problems into AI solution designs - Contributing to business development and proposal writing - Cloud ...
... with vector databases for domain-specific Q&A. • Experience with Azure AI Foundry and Azure AI capabilities like document intelligence, computer vision, speech, and more. • Background in ...
... with vector databases for domain-specific Q&A. • Experience with Azure AI Foundry and Azure AI capabilities like document intelligence, computer vision, speech, and more. • Background in ...
Manager of Product Development | AI Platform
Lehi, UT · Hybrid
$107K - $134K/yr
Knowledge of modern artificial intelligence frameworks including retrieval-augmented generation, vector databases, orchestration frameworks, and observability tools * Familiarity with emerging ...
Manager of Product Development | AI Platform
Lehi, UT · Hybrid
$107K - $134K/yr
Knowledge of modern artificial intelligence frameworks including retrieval-augmented generation, vector databases, orchestration frameworks, and observability tools * Familiarity with emerging ...
Product Engineering Architect
Draper, UT · On-site
Experience developing RAG solutions, vector databases, memory systems, prompt engineering strategies, and model optimization techniques. * Knowledge of modern AI development tools, coding assistants ...
Product Engineering Architect
Draper, UT · On-site
Experience developing RAG solutions, vector databases, memory systems, prompt engineering strategies, and model optimization techniques. * Knowledge of modern AI development tools, coding assistants ...
Experience working with SQL and NoSQL technologies, including relational, document, key-value, or vector databases. * Experience integrating automated testing into CI/CD pipelines and modern software ...
Experience working with SQL and NoSQL technologies, including relational, document, key-value, or vector databases. * Experience integrating automated testing into CI/CD pipelines and modern software ...
Product Engineering Architect
Draper, UT · On-site
Experience developing RAG solutions, vector databases, memory systems, prompt engineering strategies, and model optimization techniques. * Knowledge of modern AI development tools, coding assistants ...
Product Engineering Architect
Draper, UT · On-site
Experience developing RAG solutions, vector databases, memory systems, prompt engineering strategies, and model optimization techniques. * Knowledge of modern AI development tools, coding assistants ...
Familiar with embeddings, vector databases, transformer models, with software development experience. * Strong proficiency in Python and relevant tools and libraries, including transformer models ...
Familiar with embeddings, vector databases, transformer models, with software development experience. * Strong proficiency in Python and relevant tools and libraries, including transformer models ...
CTIO AI Engineering Manager
$73K - $244K/yr
... vector databases and orchestration tools like LangChain - Translating complex business problems into software-engineered AI solutions - Deploying on cloud platforms like AWS, GCP, Azure ...
CTIO AI Engineering Manager
$73K - $244K/yr
... vector databases and orchestration tools like LangChain - Translating complex business problems into software-engineered AI solutions - Deploying on cloud platforms like AWS, GCP, Azure ...
Postdoctoral Fellow, Applied AI Document Understanding
Lehi, UT · Remote
$50K - $68K/yr
Familiar with embeddings, vector databases, and transformer models, with software development experience. * Strong proficiency in Python and relevant tools and libraries, including transformer models ...
Postdoctoral Fellow, Applied AI Document Understanding
Lehi, UT · Remote
$50K - $68K/yr
Familiar with embeddings, vector databases, and transformer models, with software development experience. * Strong proficiency in Python and relevant tools and libraries, including transformer models ...
Hands-on experience with NLP, Large Language Models (LLMs), and Vector Databases, with an understanding of how to evaluate and optimize these systems at scale. * Software Maturity: Proficiency with ...
Hands-on experience with NLP, Large Language Models (LLMs), and Vector Databases, with an understanding of how to evaluate and optimize these systems at scale. * Software Maturity: Proficiency with ...
Nice to have: Familiarity with LLM fine-tuning, retrieval-augmented generation (RAG), vector databases (FAISS, Pinecone, OpenSearch), LLM optimization, VLLM library, HuggingFace library or ...
Nice to have: Familiarity with LLM fine-tuning, retrieval-augmented generation (RAG), vector databases (FAISS, Pinecone, OpenSearch), LLM optimization, VLLM library, HuggingFace library or ...
Hands-on experience with NLP, Large Language Models (LLMs), and Vector Databases, with an understanding of how to evaluate and optimize these systems at scale. * Software Maturity: Proficiency with ...
Hands-on experience with NLP, Large Language Models (LLMs), and Vector Databases, with an understanding of how to evaluate and optimize these systems at scale. * Software Maturity: Proficiency with ...
Vector Databases information
What are vector databases?
What are some common challenges faced when working with vector databases, and how can they be addressed?
What is the difference between Vector Databases vs Data Engineers?
| Aspect | Vector Databases | Data Engineers |
|---|---|---|
| Required Skills | Database management, data modeling, query optimization | Data pipeline development, ETL processes, programming |
| Work Environment | Data storage systems, AI/ML projects, cloud platforms | Data infrastructure, cloud environments, big data tools |
| Industry Usage | AI, machine learning, recommendation systems | Data integration, analytics, data architecture |
While Vector Databases focus on storing and querying high-dimensional vector data for AI applications, Data Engineers build and maintain data pipelines and infrastructure to support data analysis and machine learning workflows. Both roles are essential in data-driven industries but serve different functions within the data ecosystem.
What are the key skills and qualifications needed to thrive as a vector database engineer, and why are they important?

Full Stack AI Engineer (Agentic Systems) - Remote - USA
Salt Lake City, UT • On-site, Remote
Full-time
Medical, Dental, Vision, Retirement, PTO
Re-posted 16 days ago
Job description
FullStack is one of the fastest-growing software consultancy companies in the Americas. We deliver transformational digital solutions to top global companies and Silicon Valley startups. As an employee-first company, we focus on hiring the most talented software designers and developers by creating a positive, respectful, and supportive work environment where they can achieve their greatest potential.
We're most proud of:
- Offering life-changing career opportunities to talented software professionals across the Americas.
- Building highly-skilled software development teams for hundreds of the world's greatest companies.
- Having delivered hundreds of successful custom software solutions, which have positively impacted the lives and careers of millions of users.
- Our 4.2-star rating on GlassDoor.
- Our client Net Promoter Score of 68, twice the industry average.
The Position
We're looking to hire a Full-Stack AI Engineer (Agentic Systems) to join our team. This is a high-impact, client-facing role designed for a "plus-plus" version of a developer, someone who doesn't just build, but defines the architecture of how global enterprises adopt agentic workflows. You will serve as a strategic consultant and technical lead, helping regulated industries and Fortune 500 clients transition from traditional development to AI-augmented engineering productivity.
What We Are Looking For
- 5+ years of professional full-stack software engineering experience.
- Advanced English is required.
- Successful completion of a four-year college degree is required.
- Expertise in building agentic AI workflows and autonomous AI systems.
- Hands-on experience utilizing Claude Code and modern LLM platforms (Anthropic Claude, OpenAI).
- Strong history of developing AI-powered web applications using React, Next.js, JavaScript, and TypeScript.
- Extensive experience building backend services and APIs with Node.js or Python.
- Track record of productizing early-stage Generative AI prototypes into scalable, production-ready MVPs.
- Solid understanding of cloud-based architectures on AWS and containerization tools such as Docker.
- Well-versed in database management systems, including PostgreSQL and MongoDB.
- Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration frameworks.
- Capable of working with GraphQL, microservices, or event-driven systems in fast-paced environments.
- Ability to work through new and difficult issues and contribute to libraries as needed.
- Ability to create and maintain continuous integration and delivery of applications.
- Forensic attention to detail.
- A positive mindset and a can-do attitude.
- Experience working on Agile/Scrum teams.
- Meaningful experience working on large, complex systems.
- Ability to take extreme ownership over your work. Every day is a challenge to ensure you are performing to the expectations you and your team have agreed upon.
- Ability to identify with the goals of FullStack's clients and dedicate yourself to delivering on the commitments you and your team make to them.
- Ability to consistently work 40 hours per week.
What We Offer
- Competitive Salary.
- Paid Time Off (vacation, sick leave, parental leave, and holidays).
- 100% remote work.
- The ability to work with leading startups and Fortune 500 companies.
- Health, dental, and vision insurance.
- 401(k) w/ 4% match.
- Ample opportunity for career advancement.
- Continuing education opportunities.
FullStack is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status.
Learn more about our Applicants Privacy Notice .
About FullStack Labs
Sourced by ZipRecruiter
FullStack Labs is the fastest-growing software consultancy in the Americas. We help organizations like Uber, GoDaddy, MGM, Siemens, Stanford University, and the State of California, build distributed software development teams, and deliver transformational digital solutions. As an employee-first company, we focus on hiring the most talented software designers and developers in the western hemisphere, by creating a positive, respectful, and supportive work environment where they can achieve their greatest potential.
Industry
It services
Company size
11 - 50 Employees
Headquarters location
Sacramento, CA, US
Year founded
2013