Familiarity with Retrieval-Augmented Generation (RAG) pipelines and vector databases/hybrid search. * Experience with performance tuning, reusable library creation, and advanced troubleshooting.
Familiarity with Retrieval-Augmented Generation (RAG) pipelines and vector databases/hybrid search. * Experience with performance tuning, reusable library creation, and advanced troubleshooting.
Director, AI Platform and Development Engineering
Miramar, FL · On-site +1
$231K/yr
Implement embeddings and vector search capabilities using pgvector or other approved vector database technologies, tuned for retrieval precision, speed, broad scanning, and deep analysis. * Build or ...
Director, AI Platform and Development Engineering
Miramar, FL · On-site +1
$231K/yr
Implement embeddings and vector search capabilities using pgvector or other approved vector database technologies, tuned for retrieval precision, speed, broad scanning, and deep analysis. * Build or ...
Director, AI Platform and Development Engineering
Miramar, FL · On-site
$231K/yr
Implement embeddings and vector search capabilities using pgvector or other approved vector database technologies, tuned for retrieval precision, speed, broad scanning, and deep analysis. * Build or ...
Director, AI Platform and Development Engineering
Miramar, FL · On-site
$231K/yr
Implement embeddings and vector search capabilities using pgvector or other approved vector database technologies, tuned for retrieval precision, speed, broad scanning, and deep analysis. * Build or ...
Lead research and evaluation of cutting-edge AI and GenAI tools applicable to Infrastructure Operations (e.g., LLMs, vector databases, predictive analytics) * Design and prototype AI-driven systems ...
Lead research and evaluation of cutting-edge AI and GenAI tools applicable to Infrastructure Operations (e.g., LLMs, vector databases, predictive analytics) * Design and prototype AI-driven systems ...
Lead research and evaluation of cutting-edge AI and GenAI tools applicable to Infrastructure Operations (e.g., LLMs, vector databases, predictive analytics) * Design and prototype AI-driven systems ...
Lead research and evaluation of cutting-edge AI and GenAI tools applicable to Infrastructure Operations (e.g., LLMs, vector databases, predictive analytics) * Design and prototype AI-driven systems ...
Lead research and evaluation of cutting-edge AI and GenAI tools applicable to Infrastructure Operations (e.g., LLMs, vector databases, predictive analytics) * Design and prototype AI-driven systems ...
Lead research and evaluation of cutting-edge AI and GenAI tools applicable to Infrastructure Operations (e.g., LLMs, vector databases, predictive analytics) * Design and prototype AI-driven systems ...
Evaluate and recommend AI platforms, models, and tooling (e.g., LLMs, vector databases, orchestration frameworks, automation layers) appropriate to each client's maturity and use case. Change ...
Evaluate and recommend AI platforms, models, and tooling (e.g., LLMs, vector databases, orchestration frameworks, automation layers) appropriate to each client's maturity and use case. Change ...
... SQL and vector databases. Own these systems end to end, including retrieval (RAG) architectures, evaluation, observability, and iteration. Model selection and orchestration. Demonstrate working ...
... SQL and vector databases. Own these systems end to end, including retrieval (RAG) architectures, evaluation, observability, and iteration. Model selection and orchestration. Demonstrate working ...
... vector databases, LangChain, or CrewAI * 2+ years of experience using Python, Structured Query Language (SQL), R, or SAS to prepare data for analysis, engineer features, visualize data, or support ...
... vector databases, LangChain, or CrewAI * 2+ years of experience using Python, Structured Query Language (SQL), R, or SAS to prepare data for analysis, engineer features, visualize data, or support ...
Retrieval-Augmented Generation (RAG) - embedding documents into vector databases and retrieving semantically relevant information. * Tool Use - leveraging sub-agents or deterministic models to locate ...
Retrieval-Augmented Generation (RAG) - embedding documents into vector databases and retrieving semantically relevant information. * Tool Use - leveraging sub-agents or deterministic models to locate ...
... vector databases, LangChain, or CrewAI * 1+ years of experience using Python, Structured Query Language (SQL), R, or SAS to prepare data for analysis, engineer features, visualize data, or support ...
... vector databases, LangChain, or CrewAI * 1+ years of experience using Python, Structured Query Language (SQL), R, or SAS to prepare data for analysis, engineer features, visualize data, or support ...
Sr AI Engineer I - Global Servicing Technology
Sunrise, FL · On-site
$123K - $215K/yr
Experience with RAG, vector databases, and the full LLM lifecycle, including prompting, fine-tuning, evaluation, and monitoring. * Strong Python skills and experience building backend services, APIs ...
Sr AI Engineer I - Global Servicing Technology
Sunrise, FL · On-site
$123K - $215K/yr
Experience with RAG, vector databases, and the full LLM lifecycle, including prompting, fine-tuning, evaluation, and monitoring. * Strong Python skills and experience building backend services, APIs ...
Lead Data Engineer
Miami, FL · On-site
$109K - $131K/yr
Exposure to frameworks used for AI data preparation (e.g., LangChain, Vector Databases, or text embedding generation) Core Expertise: * Data Architecture & Enterprise Modeling: Advanced data ...
Lead Data Engineer
Miami, FL · On-site
$109K - $131K/yr
Exposure to frameworks used for AI data preparation (e.g., LangChain, Vector Databases, or text embedding generation) Core Expertise: * Data Architecture & Enterprise Modeling: Advanced data ...
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 ...
ConvergeHEALTH - Data Operations Engineer, Expert Services-Innovation_Delivery_Transformation
Miami, FL · On-site
$109K - $131K/yr
... vector databases * Working familiarity with modern BI tools (e.g., Tableau, Power BI, Superset) and workflow orchestration platforms (e.g., Airflow, Step Functions) * Strong ownership mindset and ...
ConvergeHEALTH - Data Operations Engineer, Expert Services-Innovation_Delivery_Transformation
Miami, FL · On-site
$109K - $131K/yr
... vector databases * Working familiarity with modern BI tools (e.g., Tableau, Power BI, Superset) and workflow orchestration platforms (e.g., Airflow, Step Functions) * Strong ownership mindset and ...
... SQL and vector databases. Own these systems end to end, including retrieval (RAG) architectures, evaluation, observability, and iteration. Model selection and orchestration. Demonstrate working ...
... SQL and vector databases. Own these systems end to end, including retrieval (RAG) architectures, evaluation, observability, and iteration. Model selection and orchestration. Demonstrate working ...
Retrieval-Augmented Generation (RAG) - embedding documents into vector databases and retrieving semantically relevant information. * Tool Use - leveraging sub-agents or deterministic models to locate ...
Retrieval-Augmented Generation (RAG) - embedding documents into vector databases and retrieving semantically relevant information. * Tool Use - leveraging sub-agents or deterministic models to locate ...
... as vector databases, LangChain, or CrewAI * 10+ years of experience using Python, Structured Query Language (SQL), R, or SAS to prepare data for analysis, engineer features, visualize data, or ...
... as vector databases, LangChain, or CrewAI * 10+ years of experience using Python, Structured Query Language (SQL), R, or SAS to prepare data for analysis, engineer features, visualize data, or ...
Experience with vector databases (Pinecone, ChromaDB, FAISS, Qdrant, or similar) and embedding models. * Solid understanding of ML fundamentals - not just API calls, but how models work, when to fine ...
Experience with vector databases (Pinecone, ChromaDB, FAISS, Qdrant, or similar) and embedding models. * Solid understanding of ML fundamentals - not just API calls, but how models work, when to fine ...
AI Developer
Miami Beach, FL · On-site +1
Experience with vector databases (Pinecone, ChromaDB, FAISS, Qdrant, or similar) and embedding models. * Solid understanding of ML fundamentals - not just API calls, but how models work, when to fine ...
AI Developer
Miami Beach, FL · On-site +1
Experience with vector databases (Pinecone, ChromaDB, FAISS, Qdrant, or similar) and embedding models. * Solid understanding of ML fundamentals - not just API calls, but how models work, when to fine ...
Vector Databases information
What is the salary of a vector database developer?
Are vector databases the future?
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 can you do with a vector database?
What are the key skills and qualifications needed to thrive as a Vector Database Engineer, and why are they important?
What are the top 5 vector databases?
Deloitte rating
8.0
Based on 89 frontline employees who took The Breakroom Quiz
71st of 146 rated financial services
Job description
What You'll Do
As a Deloitte Tax, AI Engineer Manager, you will oversee the design, development, deployment, and support of custom AI applications and modules to address key business needs. You will lead a team of engineers, drive project execution, manage stakeholder communications, and ensure high-quality deliverables aligned with organizational objectives.
Recruiting for this role ends on May 31, 2027.
Responsibilities:
- Define and enforce best practices and coding standards across the project.
- Conduct thorough code reviews to ensure adherence to established guidelines and maintain high code quality.
- Working both independently and in close collaboration with others in the team
- Communicating clear instructions to team members and help manage the flow of day-to-day operations
- Communicating with the client on a regular basis
- Design, develop, and maintain robust and scalable Python applications.
- Write clean, maintainable, and efficient code following best practices and coding standards.
- Optimize code for performance and scalability, ensuring efficient data handling.
- Work closely with cross-functional teams to deliver high-quality software solutions.
- Identify and resolve technical issues, ensuring the reliability and performance of applications.
- Create and maintain comprehensive documentation for code, processes, and workflows.
- Provide guidance and mentorship to junior developers, fostering a collaborative and productive team environment.
The Team
The prospective team you will be working with is responsible for the design, development, and deployment of innovative, enterprise technology, tools, and standard processes to support the delivery of tax services. The team focuses on the ability to deliver comprehensive, value-added, and efficient tax services to our clients. It is a dynamic team with professionals of varying backgrounds from tax technical, technology development, change management, and project management. The team consults and executes on a wide range of initiatives involving process and tool development and implementation including training development, engagement management, tool design, and implementation.
Qualifications
Required:
- Ability to perform job responsibilities within a hybrid work model that requires US Tax professionals to co-locate in person 2 - 3 days per week.
- Bachelor's degree in computer science, engineering, or a relevant discipline.
- 5+ years of experience in development with demonstrated experience designing, developing, and maintaining robust Python applications.
- Hands-on experience in web development with FastAPI, including Pydantic for data validation/schema definition.
- Proven skills in asynchronous and parallel programming with practical experience using asyncio.
- Experience working in Agile environments and applying core design patterns.
- Demonstrated proficiency in .NET Core, ASP.NET Core Web API, and databases (SQL/NoSQL, Entity Framework 6+).
- Ability to travel up to 10%, on average, based on the work you do and the clients and industries/sectors you serve.
- Limited immigration sponsorship may be available.
- One of the following active accreditations obtained:
- Licensed CPA in state of practice/primary office if eligible to sit for the CPA
- If not CPA eligible:
- Licensed Attorney
- Enrolled Agent
- Technology Certifications:
- AWS Certified Solutions Architect
- Certified in Risk and Information Systems Controls (CRISC)
- Certified Information Systems Security Professional (CISSP)
- Certified SAFe Advanced Scrum Master
- Certified SAFe Agile Software Engineer
- Certified SAFe Agilist
- Certified SAFe Architect
- Certified SAFe DevOps Practitioner
- Certified SAFe Scrum Master
- Certified Scrum Developer (CSD)
- Certified Secure Software Lifecycle Professional (CSSLP)
- Certified Secure Software Lifecycle Professional (CSSLP) - (ISC)2
- Microsoft Azure
Preferred:
- Experience with LLMs (Large Language Models) in solving real-world problems and building agentic AI applications.
- Experience with agentic frameworks such as LangGraph.
- Advanced prompt engineering knowledge for LLM optimization.
- Exposure to multi-modal Gen AI models (text-image, text-audio, etc.).
- Familiarity with Retrieval-Augmented Generation (RAG) pipelines and vector databases/hybrid search.
- Experience with performance tuning, reusable library creation, and advanced troubleshooting.
- Familiarity with modern front-end technologies (Angular), MongoDB, NPM, and Azure DevOps Build/Release configuration.
- Knowledge on Angular, Mongo DB, NPM and Azure Devops Build/Release configuration.
- Strong verbal and written communication skills; strong listening, interpersonal, and facilitation skills.
- Self-starter with solid analytical and problem-solving skills.
- Practical and pragmatic approach to balancing standardized processes with flexibility to meet project goals effectively.
- Excellent organizational skills with the ability to self-manage, prioritize tasks, structure workload, and meet tight deadlines.
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 $128,025 to $261,625.
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.
What You'll Do
As a Deloitte Tax, AI Engineer Manager, you will oversee the design, development, deployment, and support of custom AI applications and modules to address key business needs. You will lead a team of engineers, drive project execution, manage stakeholder communications, and ensure high-quality deliverables aligned with organizational objectives.
Recruiting for this role ends on May 31, 2027.
Responsibilities:
- Define and enforce best practices and coding standards across the project.
- Conduct thorough code reviews to ensure adherence to established guidelines and maintain high code quality.
- Working both independently and in close collaboration with others in the team
- Communicating clear instructions to team members and help manage the flow of day-to-day operations
- Communicating with the client on a regular basis
- Design, develop, and maintain robust and scalable Python applications.
- Write clean, maintainable, and efficient code following best practices and coding standards.
- Optimize code for performance and scalability, ensuring efficient data handling.
- Work closely with cross-functional teams to deliver high-quality software solutions.
- Identify and resolve technical issues, ensuring the reliability and performance of applications.
- Create and maintain comprehensive documentation for code, processes, and workflows.
- Provide guidance and mentorship to junior developers, fostering a collaborative and productive team environment.
The Team
The prospective team you will be working with is responsible for the design, development, and deployment of innovative, enterprise technology, tools, and standard processes to support the delivery of tax services. The team focuses on the ability to deliver comprehensive, value-added, and efficient tax services to our clients. It is a dynamic team with professionals of varying backgrounds from tax technical, technology development, change management, and project management. The team consults and executes on a wide range of initiatives involving process and tool development and implementation including training development, engagement management, tool design, and implementation.
Qualifications
Required:
- Ability to perform job responsibilities within a hybrid work model that requires US Tax professionals to co-locate in person 2 - 3 days per week.
- Bachelor's degree in computer science, engineering, or a relevant discipline.
- 5+ years of experience in development with demonstrated experience designing, developing, and maintaining robust Python applications.
- Hands-on experience in web development with FastAPI, including Pydantic for data validation/schema definition.
- Proven skills in asynchronous and parallel programming with practical experience using asyncio.
- Experience working in Agile environments and applying core design patterns.
- Demonstrated proficiency in .NET Core, ASP.NET Core Web API, and databases (SQL/NoSQL, Entity Framework 6+).
- Ability to travel up to 10%, on average, based on the work you do and the clients and industries/sectors you serve.
- Limited immigration sponsorship may be available.
- One of the following active accreditations obtained:
- Licensed CPA in state of practice/primary office if eligible to sit for the CPA
- If not CPA eligible:
- Licensed Attorney
- Enrolled Agent
- Technology Certifications:
- AWS Certified Solutions Architect
- Certified in Risk and Information Systems Controls (CRISC)
- Certified Information Systems Security Professional (CISSP)
- Certified SAFe Advanced Scrum Master
- Certified SAFe Agile Software Engineer
- Certified SAFe Agilist
- Certified SAFe Architect
- Certified SAFe DevOps Practitioner
- Certified SAFe Scrum Master
- Certified Scrum Developer (CSD)
- Certified Secure Software Lifecycle Professional (CSSLP)
- Certified Secure Software Lifecycle Professional (CSSLP) - (ISC)2
- Microsoft Azure
Preferred:
- Experience with LLMs (Large Language Models) in solving real-world problems and building agentic AI applications.
- Experience with agentic frameworks such as LangGraph.
- Advanced prompt engineering knowledge for LLM optimization.
- Exposure to multi-modal Gen AI models (text-image, text-audio, etc.).
- Familiarity with Retrieval-Augmented Generation (RAG) pipelines and vector databases/hybrid search.
- Experience with performance tuning, reusable library creation, and advanced troubleshooting.
- Familiarity with modern front-end technologies (Angular), MongoDB, NPM, and Azure DevOps Build/Release configuration.
- Knowledge on Angular, Mongo DB, NPM and Azure Devops Build/Release configuration.
- Strong verbal and written communication skills; strong listening, interpersonal, and facilitation skills.
- Self-starter with solid analytical and problem-solving skills.
- Practical and pragmatic approach to balancing standardized processes with flexibility to meet project goals effectively.
- Excellent organizational skills with the ability to self-manage, prioritize tasks, structure workload, and meet tight deadlines.
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 $128,025 to $261,625.
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.