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 (design/usage/integration) * Model build + deployment * GenAI model build: training, fine-tuning, validation * Model deployment (serving patterns, monitoring, iteration) * Containers ...
Vector databases (design/usage/integration) * Model build + deployment * GenAI model build: training, fine-tuning, validation * Model deployment (serving patterns, monitoring, iteration) * Containers ...
AI & Automation Engineer
Salt Lake City, UT · On-site
$90K - $120K/yr
... 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. * Financial Services ...
Quick apply
AI & Automation Engineer
Salt Lake City, UT · On-site
$90K - $120K/yr
... 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. * Financial Services ...
Software Engineer
Logan, UT · On-site
AI/ML background: intelligent document processing (IDP), OCR, NLP, RAG (retrieval-augmented generation), vector databases, or ML model training and deployment (MLOps) . * Cloud experience ( Azure ...
Software Engineer
Logan, UT · On-site
AI/ML background: intelligent document processing (IDP), OCR, NLP, RAG (retrieval-augmented generation), vector databases, or ML model training and deployment (MLOps) . * Cloud experience ( Azure ...
... vector databases for domain-specific Q&A. Experience with Azure AI Foundry and Azure AI capabilities like document intelligence, computer vision, speech, and more. Financial Services Experience:
... vector databases for domain-specific Q&A. Experience with Azure AI Foundry and Azure AI capabilities like document intelligence, computer vision, speech, and more. Financial Services Experience:
Sr. Data Engineer
Draper, UT · Hybrid
$107K - $128K/yr
Design and manage vector databases and embedding pipelines to support semantic search and Retrieval-Augmented Generation (RAG). * Build and optimize retrieval pipelines including hybrid search ...
Quick apply
Sr. Data Engineer
Draper, UT · Hybrid
$107K - $128K/yr
Design and manage vector databases and embedding pipelines to support semantic search and Retrieval-Augmented Generation (RAG). * Build and optimize retrieval pipelines including hybrid search ...
Stan/Eval Support
Hill Air Force Base, UT · On-site
$50K - $57K/yr
... database systems. * Interface with HARM personnel to update the ARMS (or future Government-mandated ... Vector CSP, LLC is an Equal Opportunity Employer. We do not discriminate in employment decisions ...
Quick apply
Stan/Eval Support
Hill Air Force Base, UT · On-site
$50K - $57K/yr
... database systems. * Interface with HARM personnel to update the ARMS (or future Government-mandated ... Vector CSP, LLC is an Equal Opportunity Employer. We do not discriminate in employment decisions ...
LLM-based application development, retrieval-augmented generation (RAG) architectures, agentic design patterns, prompt engineering, or vector databases • Demonstrated ability to learn new technical ...
LLM-based application development, retrieval-augmented generation (RAG) architectures, agentic design patterns, prompt engineering, or vector databases • Demonstrated ability to learn new technical ...
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 ...
Training Support Specialist
Hill Air Force Base, UT · On-site
$50K - $57K/yr
... developed computer database systems. * Interface with Host Aviation Resource Management (HARM ... Vector CSP, LLC is an Equal Opportunity Employer. We do not discriminate in employment decisions ...
Quick apply
Training Support Specialist
Hill Air Force Base, UT · On-site
$50K - $57K/yr
... developed computer database systems. * Interface with Host Aviation Resource Management (HARM ... Vector CSP, LLC is an Equal Opportunity Employer. We do not discriminate in employment decisions ...
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 ...
Quick apply
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 ...
Google AI Lead Architect
$53.50 - $73.25/hr
Build RAG and agentic solutions using Vertex AI Vector Search and BigQuery vector; implement ... databases. Should have experience in leveraging various GenAI tools to accelerate software ...
Google AI Lead Architect
$53.50 - $73.25/hr
Build RAG and agentic solutions using Vertex AI Vector Search and BigQuery vector; implement ... databases. Should have experience in leveraging various GenAI tools to accelerate software ...
Senior Data Engineer
$94K - $128K/yr
Contribute to AI data infrastructure-support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Senior Data Engineer
$94K - $128K/yr
Contribute to AI data infrastructure-support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Databases amp; SQL: 4+ years of experience working with relational databases and analytical data ... Familiarity with hybrid (BM25 + semantic/vector) search is a plus. * Backend amp; Data Services:
Databases amp; SQL: 4+ years of experience working with relational databases and analytical data ... Familiarity with hybrid (BM25 + semantic/vector) search is a plus. * Backend amp; Data Services:
Senior Software Engineer- Big Data & MCP, Data Foundations
Salt Lake City, UT · On-site
$110K - $133K/yr
Databases & SQL: 4+ years of experience working with relational databases and analytical data ... Familiarity with hybrid (BM25 + semantic/vector) search is a plus. * Backend & Data Services:
Senior Software Engineer- Big Data & MCP, Data Foundations
Salt Lake City, UT · On-site
$110K - $133K/yr
Databases & SQL: 4+ years of experience working with relational databases and analytical data ... Familiarity with hybrid (BM25 + semantic/vector) search is a plus. * Backend & Data Services:
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Draper, UT · On-site
$85K - $235K/yr
Help develop databases or working aids on target activity to enhance and build target knowledge and ... Knowledgeable of various technologies and/or topics to identify analytic vectors. Demonstrated ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Draper, UT · On-site
$85K - $235K/yr
Help develop databases or working aids on target activity to enhance and build target knowledge and ... Knowledgeable of various technologies and/or topics to identify analytic vectors. Demonstrated ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Bluffdale, UT · On-site
$85K - $235K/yr
Help develop databases or working aids on target activity to enhance and build target knowledge and ... Knowledgeable of various technologies and/or topics to identify analytic vectors. Demonstrated ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Bluffdale, UT · On-site
$85K - $235K/yr
Help develop databases or working aids on target activity to enhance and build target knowledge and ... Knowledgeable of various technologies and/or topics to identify analytic vectors. Demonstrated ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Draper, UT · On-site
$85K - $235K/yr
... databases or working aids on target activity to enhance and build target knowledge and improve ... vectors. • Demonstrated application of advanced SIGINT reporting, e.g. the use of STI, unusual ...
Target Analyst Reporter (TAR) - FULLY CLEARED with POLYGRAPH REQUIRED
Draper, UT · On-site
$85K - $235K/yr
... databases or working aids on target activity to enhance and build target knowledge and improve ... vectors. • Demonstrated application of advanced SIGINT reporting, e.g. the use of STI, unusual ...
Senior Data Engineer
American Fork, UT · On-site
$94K - $128K/yr
Contribute to AI data infrastructure--support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Quick apply
Senior Data Engineer
American Fork, UT · On-site
$94K - $128K/yr
Contribute to AI data infrastructure--support RAG pipelines, vector storage, and Snowflake Cortex integrations as one component of the broader engineering scope. * Mentor junior engineers and build ...
Senior Software Engineer- Big Data & MCP, Data Foundations
Salt Lake City, UT · On-site
$110K - $133K/yr
... databases and analytical data warehouses, with deep, advanced SQL skills and solid data-modeling ... Preferred : • BigQuery experience is a plus. • Familiarity with hybrid (BM25 + semantic/vector ...
Senior Software Engineer- Big Data & MCP, Data Foundations
Salt Lake City, UT · On-site
$110K - $133K/yr
... databases and analytical data warehouses, with deep, advanced SQL skills and solid data-modeling ... Preferred : • BigQuery experience is a plus. • Familiarity with hybrid (BM25 + semantic/vector ...
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?
Other
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 8 days ago
Job description
Zions Bancorporation's Enterprise Technology and Operations (ETO) team is transforming what it means to work for a financial institution. With a commitment to technology and innovation, we have been providing our community, clients and colleagues the best experience possible for over 150 years. Help us transform our workforce of the future, today.
Zions Bancorporation's Innovation Lab is seeking a creative and driven Data Scientist (Applied AI Scientist) who bridges the gap between rigorous statistical research and production-grade software engineering. This role is at the heart of our innovation engine. You will not only uncover deep data insights and design advanced AI algorithms, but you will also architect the robust, scalable code required to bring those concepts to life.
As a key member of the Innovation Lab, you will work in a fast-paced, experimental environment, turning ambiguous business challenges into tangible, data-driven prototypes. We need a scientist who treats machine learning as an engineering discipline, someone who understands the "why" behind the math, and the "how" of robust software implementation.
Visa Sponsorship:
This Data Scientist position is currently NOT eligible for employment visa sponsorship (e.g., H-1B visa). This includes, for example, situations where a candidate may have temporary work authorization while enrolled in school or upon graduation (e.g., CPT, OPT) but would need H-1B visa sponsorship within a few years of employment in order to maintain employment eligibility.
Responsibilities:
- End-to-End AI Design: Design, prototype, and validate ML/AI solutions, translating complex business challenges into mathematical formulations and scalable, production-ready code.
- Advanced Analytics & EDA: Perform deep exploratory data analysis, statistical testing, and data transformations on diverse datasets (structured and unstructured) to uncover predictive signals and validate hypotheses.
- Production-Grade Science: Architect and implement modular, extensible, and testable Python codebases for AI experiments. Move beyond Jupyter notebooks by applying clean-code principles (SOLID, DRY) for seamless hand-off to ETO Engineering teams.
- Agentic & Generative AI: Develop and experiment with applied generative AI and multi-agent architectures using orchestration frameworks (e.g., LangChain, LangGraph), focusing on optimal state management, robust RAG pipelines, and efficient system design.
- Algorithmic Optimization: Optimize model inference, data processing pipelines, and memory footprints for latency and scalability, applying a strong understanding of data structures and algorithmic complexity.
- Rigorous Evaluation: Build automated evaluation frameworks to benchmark model performance, mitigate hallucinations, track drift, and ensure algorithmic fairness via A/B testing and statistical rigor.
- Collaboration & Communication: Act as the technical translator between research-focused ideation and engineering execution. Communicate complex statistical findings and system architectures to both technical and non-technical stakeholders.
Qualifications:
- The Scientist's Mind: Solid foundation in statistics (Bayesian/Frequentist), linear algebra, hypothesis testing, and the internal mechanics of ML algorithms (e.g., how optimizers work, loss functions, attention mechanisms).
- The Engineer's Toolbelt: Advanced Python proficiency with a strong focus on Object-Oriented Programming (OOP) and modular design. You must be comfortable writing unit tests (e.g., Pytest) for your data pipelines and models.
- Framework Depth: Deep expertise with ML libraries (PyTorch, TensorFlow, Scikit-learn, Pandas) and experience implementing custom logic, rather than just calling out-of-the-box models.
- Generative AI Systems: 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 Git/version control, containerization (Docker), API development (FastAPI/Flask), and a working knowledge of how models fit into a CI/CD lifecycle (MLOps).
- Problem Solving: Exceptional problem-solving skills, comfort with ambiguity, and the ability to own the data science lifecycle from abstract ideation to engineered prototype.
- Education & Experience: Bachelor's degree in Data Science, Computer Science, Statistics, Mathematics, or a related quantitative field plus 4+ years of hands-on experience in applied machine learning or data science. A Master's degree or PhD is a plus. A combination of education and experience may meet qualifications.
Location:
This position has a hybrid work from home schedule with a minimum of three days per week in the office at the new Zions Technology Center in Midvale, UT.
The Zions Technology Center is a 400,000-square-foot technology campus in Midvale, Utah. Located on the former Sharon Steel Mill superfund site, the sustainably built campus is the company's primary technology and operations center. This modern and environmentally friendly technology center enables Zions to compete for the best technology talent in the state while providing team members with an exceptional work environment with features such as:
- Electric vehicle charging stations and close proximity to Historic Gardner Village UTA TRAX station.
- At least 75% of the building is powered by on-site renewable solar energy.
- Access to outdoor recreation, parks, trails, shareable bikes and locker rooms.
- Large modern cafe with a healthy and diverse menu.
- Healthy indoor environment with ample natural light and fresh air.
- LEED-certified sustainable building that features include the use of low VOC-emitting construction materials.
Benefits:
- Medical, Dental and Vision Insurance - START DAY ONE!
- Life and Disability Insurance, Paid Parental Leave and Adoption Assistance
- Health Savings (HSA), Flexible Spending (FSA) and dependent care accounts
- Paid Training, Paid Time Off (PTO) and 11 Paid Federal Holidays
- 401(k) plan with company match, Profit Sharing, competitive compensation in line with work experience
- Mental health benefits including coaching and therapy sessions
- Tuition Reimbursement for qualifying employees
- Employee Ambassador preferred banking products
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