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 ...
... 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 ...
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 ...
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
Salt Lake City, UT · On-site
$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
Salt Lake City, UT · On-site
$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
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 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
$54 - $71.25/hr
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
$54 - $71.25/hr
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 ...
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 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 ...
Staff Software Engineer
Draper, UT · On-site
AI systems using structured LLM outputs, evals, token budgets, embeddings/vector search, vLLM/local ... Deep experience with relational databases, especially Postgres, schema design, query performance ...
Staff Software Engineer
Draper, UT · On-site
AI systems using structured LLM outputs, evals, token budgets, embeddings/vector search, vLLM/local ... Deep experience with relational databases, especially Postgres, schema design, query performance ...
Proficiency in SQL/SQLite and relational database design (entity-relationship modeling through ... OLAP) * Understanding of how data modeling supports ML pipelines (feature stores, vector stores ...
Proficiency in SQL/SQLite and relational database design (entity-relationship modeling through ... OLAP) * Understanding of how data modeling supports ML pipelines (feature stores, vector stores ...
Proficiency in SQL/SQLite and relational database design (entity-relationship modeling through ... OLAP) * Understanding of how data modeling supports ML pipelines (feature stores, vector stores ...
Quick apply
Proficiency in SQL/SQLite and relational database design (entity-relationship modeling through ... OLAP) * Understanding of how data modeling supports ML pipelines (feature stores, vector stores ...
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
This job post has expired 1 day ago. Applications are no longer accepted.
Deloitte rating
8.2
Based on 92 frontline employees who took The Breakroom Quiz
45th of 150 rated financial services
Job description
Deloitte professionals help organizations navigate business risks and opportunities across financial, operational, information technology (IT), and regulatory areas. In this Manager role, you will lead teams delivering end-to-end (full stack) Generative AI (GenAI) solutions-including Retrieval-Augmented Generation (RAG) and agentic AI-from strategy and architecture through build, deployment, and adoption.
Recruiting for this role ends on July 31st, 2026
Work you'll do
- Lead client discovery, requirements, and solution shaping; translate needs into architecture, technical specifications, delivery plans, and acceptance criteria.
- Design, build, and implement custom AI/GenAI solutions tailored to business workflows and risk considerations.
- Architect and optimize agentic AI systems (e.g., tool-using agents, multi-step orchestration, multi-agent patterns) and integrate with enterprise platforms.
- Lead end-to-end RAG implementations including ingestion, preprocessing, chunking, embeddings, indexing, retrieval, orchestration, and evaluation.
- Drive GenAI model build activities (training, fine-tuning, validation), benchmarking, and continuous improvement of quality, safety, latency, and cost.
- Oversee model deployment and production operations (monitoring, observability, incident response, iteration).
- Lead development pods (planning, quality, delivery), including code/design reviews, mentoring, and engineering best practices.
- Collaborate with cross-functional stakeholders (product, data, security, risk/compliance) to deliver scalable, maintainable solutions.
- Evaluate emerging GenAI/agent frameworks and cloud services; prototype and recommend fit-for-purpose approaches.
The team
Our team culture is collaborative and encourages team members to take initiative and seek on-the-job learning opportunities. Audit & Assurance services are focused on engagements related to independent External Audit services, Accounting, Controls & Reporting Advisory, and Specialized Assurance & Sustainability. We bring together the diverse skills and industry experience of our people, leading-edge technology, and a global network to deliver high-quality audits of financial statements and internal controls over financial reporting, along with assurance reports and valuable advice and insights across the corporate reporting landscape. Learn more about Deloitte Audit & Assurance.
Qualifications
Required:
- Bachelor's degree (or equivalent) in Computer Science, Engineering, Data Science, or a related field.
- 6+ years of relevant experience in software engineering/full stack development and delivering AI/ML or GenAI-enabled solutions.
- Experience leading teams and delivering client-facing solutions with clear ownership for quality and timelines.
- Required technical skills (must have):
- GenAI / NLP / Agentic AI
- Python programming
- Natural Language Processing (NLP)
- Agentic AI, including LangChain, LangGraph, and LlamaIndex
- RAG (Retrieval-Augmented Generation)
- Prompt engineering
- Vector databases (design/usage/integration)
- Model build + deployment
- GenAI model build: training, fine-tuning, validation
- Model deployment (serving patterns, monitoring, iteration)
- Containers (e.g., Docker)
- Data engineering + APIs
- ETL (extract, transform, load) and data engineering (pipelines, quality, preprocessing)
- FastAPI (or equivalent) to build backend services
- API development and integration (RESTful services)
- Full stack engineering
- JavaScript/TypeScript
- HTML/CSS plus SASS/LESS
- UI/UX design principles
- Front-end frameworks: React, Angular, or Vue
- Cloud AI/ML services across Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP)
- Vertex AI experience
- You should reside within a commutable distance of your assigned office with the ability to commute daily, if required
- You can expect to co-locate on average 3 times a week with variations based on types of work/projects and client locations
- Ability to travel up to 50%, on average, based on the work you do and the clients/sectors you serve
- Limited immigration sponsorship may be available.
Preferred:
- Cloud certification (AWS, Azure, or GCP) and/or AI/ML certification.
- Experience with deep learning frameworks (e.g., PyTorch, TensorFlow, Keras).
- Familiarity with AI/GenAI ethics and governance frameworks and implementing controls in production.
The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. At Deloitte, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $151,470 to $218,025.
You may also be eligible to participate in a discretionary annual incentive program, subject to the rules governing the program, whereby an award, if any, depends on various factors, including, without limitation, individual and organizational performance.
Qualifications:Deloitte professionals help organizations navigate business risks and opportunities across financial, operational, information technology (IT), and regulatory areas. In this Manager role, you will lead teams delivering end-to-end (full stack) Generative AI (GenAI) solutions-including Retrieval-Augmented Generation (RAG) and agentic AI-from strategy and architecture through build, deployment, and adoption.
Recruiting for this role ends on July 31st, 2026
Work you'll do
- Lead client discovery, requirements, and solution shaping; translate needs into architecture, technical specifications, delivery plans, and acceptance criteria.
- Design, build, and implement custom AI/GenAI solutions tailored to business workflows and risk considerations.
- Architect and optimize agentic AI systems (e.g., tool-using agents, multi-step orchestration, multi-agent patterns) and integrate with enterprise platforms.
- Lead end-to-end RAG implementations including ingestion, preprocessing, chunking, embeddings, indexing, retrieval, orchestration, and evaluation.
- Drive GenAI model build activities (training, fine-tuning, validation), benchmarking, and continuous improvement of quality, safety, latency, and cost.
- Oversee model deployment and production operations (monitoring, observability, incident response, iteration).
- Lead development pods (planning, quality, delivery), including code/design reviews, mentoring, and engineering best practices.
- Collaborate with cross-functional stakeholders (product, data, security, risk/compliance) to deliver scalable, maintainable solutions.
- Evaluate emerging GenAI/agent frameworks and cloud services; prototype and recommend fit-for-purpose approaches.
The team
Our team culture is collaborative and encourages team members to take initiative and seek on-the-job learning opportunities. Audit & Assurance services are focused on engagements related to independent External Audit services, Accounting, Controls & Reporting Advisory, and Specialized Assurance & Sustainability. We bring together the diverse skills and industry experience of our people, leading-edge technology, and a global network to deliver high-quality audits of financial statements and internal controls over financial reporting, along with assurance reports and valuable advice and insights across the corporate reporting landscape. Learn more about Deloitte Audit & Assurance.
Qualifications
Required:
- Bachelor's degree (or equivalent) in Computer Science, Engineering, Data Science, or a related field.
- 6+ years of relevant experience in software engineering/full stack development and delivering AI/ML or GenAI-enabled solutions.
- Experience leading teams and delivering client-facing solutions with clear ownership for quality and timelines.
- Required technical skills (must have):
- GenAI / NLP / Agentic AI
- Python programming
- Natural Language Processing (NLP)
- Agentic AI, including LangChain, LangGraph, and LlamaIndex
- RAG (Retrieval-Augmented Generation)
- Prompt engineering
- Vector databases (design/usage/integration)
- Model build + deployment
- GenAI model build: training, fine-tuning, validation
- Model deployment (serving patterns, monitoring, iteration)
- Containers (e.g., Docker)
- Data engineering + APIs
- ETL (extract, transform, load) and data engineering (pipelines, quality, preprocessing)
- FastAPI (or equivalent) to build backend services
- API development and integration (RESTful services)
- Full stack engineering
- JavaScript/TypeScript
- HTML/CSS plus SASS/LESS
- UI/UX design principles
- Front-end frameworks: React, Angular, or Vue
- Cloud AI/ML services across Azure, Amazon Web Services (AWS), and Google Cloud Platform (GCP)
- Vertex AI experience
- You should reside within a commutable distance of your assigned office with the ability to commute daily, if required
- You can expect to co-locate on average 3 times a week with variations based on types of work/projects and client locations
- Ability to travel up to 50%, on average, based on the work you do and the clients/sectors you serve
- Limited immigration sponsorship may be available.
Preferred:
- Cloud certification (AWS, Azure, or GCP) and/or AI/ML certification.
- Experience with deep learning frameworks (e.g., PyTorch, TensorFlow, Keras).
- Familiarity with AI/GenAI ethics and governance frameworks and implementing controls in production.
The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. At Deloitte, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $151,470 to $218,025.
You may also be eligible to participate in a discretionary annual incentive program, subject to the rules governing the program, whereby an award, if any, depends on various factors, including, without limitation, individual and organizational performance.
Education:Bachelor's DegreeEmployment Type: