Experience with vector databases and RAG (Retrieval-Augmented Generation) architectures * Knowledge of agentic AI frameworks and multi-agent systems * Familiarity with Model Context Protocol (MCP ...
Experience with vector databases and RAG (Retrieval-Augmented Generation) architectures * Knowledge of agentic AI frameworks and multi-agent systems * Familiarity with Model Context Protocol (MCP ...
Familiarity with vector databases, embeddings and enterprise AI deployments * Machine Learning/AI * Coding agents * Software Tools * Experience with Docker, Git, and CI/CD * Experience with ...
Familiarity with vector databases, embeddings and enterprise AI deployments * Machine Learning/AI * Coding agents * Software Tools * Experience with Docker, Git, and CI/CD * Experience with ...
Familiarity with vector databases, embeddings and enterprise AI deployments * Machine Learning/AI * Coding agents * Software Tools * Experience with Docker, Git, and CI/CD * Experience with ...
Familiarity with vector databases, embeddings and enterprise AI deployments * Machine Learning/AI * Coding agents * Software Tools * Experience with Docker, Git, and CI/CD * Experience with ...
Develop domain models, schemas, indexes, and data contracts across SQL, NoSQL, vector databases, data lakehouses, and other scientific data systems. * Reliability, Performance, and Scale: Diagnose ...
Develop domain models, schemas, indexes, and data contracts across SQL, NoSQL, vector databases, data lakehouses, and other scientific data systems. * Reliability, Performance, and Scale: Diagnose ...
Senior Software Engineer, AI Platforms
$133K - $175K/yr
Experience with vector databases, information retrieval systems, and optimizing search performance (highly preferred). * Familiarity with containerization (Docker, Kubernetes) and infrastructure-as ...
Senior Software Engineer, AI Platforms
$133K - $175K/yr
Experience with vector databases, information retrieval systems, and optimizing search performance (highly preferred). * Familiarity with containerization (Docker, Kubernetes) and infrastructure-as ...
Senior Software Engineer
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Senior Software Engineer
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Familiarity with vector databases, embeddings and enterprise AI deployments * Machine Learning/AI * Coding agents * Software Tools * Experience with Docker, Git, and CI/CD * Experience with ...
Quick apply
Familiarity with vector databases, embeddings and enterprise AI deployments * Machine Learning/AI * Coding agents * Software Tools * Experience with Docker, Git, and CI/CD * Experience with ...
Senior Software Engineer
Waltham, MA · On-site
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Senior Software Engineer
Waltham, MA · On-site
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Enterprise GenAI Team Manager
Lexington, MA · On-site +1
Experience with vector databases and RAG (Retrieval-Augmented Generation) architectures * Knowledge of agentic AI frameworks and multi-agent systems * Familiarity with Model Context Protocol (MCP ...
Enterprise GenAI Team Manager
Lexington, MA · On-site +1
Experience with vector databases and RAG (Retrieval-Augmented Generation) architectures * Knowledge of agentic AI frameworks and multi-agent systems * Familiarity with Model Context Protocol (MCP ...
Senior Software Engineer, Applied AI
Cambridge, MA · On-site
$144K - $270K/yr
Database & Knowledge Systems: Implement and optimize SQL, NoSQL, and vector databases to support low-latency AI retrieval and inference workloads. * Cloud & Infrastructure: Leverage AWS, Kubernetes ...
Senior Software Engineer, Applied AI
Cambridge, MA · On-site
$144K - $270K/yr
Database & Knowledge Systems: Implement and optimize SQL, NoSQL, and vector databases to support low-latency AI retrieval and inference workloads. * Cloud & Infrastructure: Leverage AWS, Kubernetes ...
Senior Software Engineer, Applied AI
Cambridge, MA · On-site
$144K - $270K/yr
Database & Knowledge Systems: Implement and optimize SQL, NoSQL, and vector databases to support low-latency AI retrieval and inference workloads. * Cloud & Infrastructure: Leverage AWS, Kubernetes ...
Senior Software Engineer, Applied AI
Cambridge, MA · On-site
$144K - $270K/yr
Database & Knowledge Systems: Implement and optimize SQL, NoSQL, and vector databases to support low-latency AI retrieval and inference workloads. * Cloud & Infrastructure: Leverage AWS, Kubernetes ...
Senior AI Engineer
Boston, MA · On-site
$113K - $155K/yr
Tool fluency - comfortable with RAG, vector databases (e.g., Pinecone/Weaviate), workflow frameworks (LangChain, Dust), and related tooling. * Architectural thinker - you can diagram end-to-end ...
Senior AI Engineer
Boston, MA · On-site
$113K - $155K/yr
Tool fluency - comfortable with RAG, vector databases (e.g., Pinecone/Weaviate), workflow frameworks (LangChain, Dust), and related tooling. * Architectural thinker - you can diagram end-to-end ...
Full Stack UI Developer
Boston, MA · On-site
Experience working with LLMs and related AI frameworks (e.g., LangChain, Vector Databases, RAG). * Experience with API development and integration (RESTful APIs, GraphQL, cloud-based services)
Full Stack UI Developer
Boston, MA · On-site
Experience working with LLMs and related AI frameworks (e.g., LangChain, Vector Databases, RAG). * Experience with API development and integration (RESTful APIs, GraphQL, cloud-based services)
Senior Software Engineer - AI / Java
Boston, MA · Hybrid
$135K - $178K/yr
Collaborate closely with AI engineers to implement vector databases (Pinecone, FAISS, ChromaDB) and advanced retrieval pipelines * Develop and optimize LLM prompt engineering strategies, embedding ...
Senior Software Engineer - AI / Java
Boston, MA · Hybrid
$135K - $178K/yr
Collaborate closely with AI engineers to implement vector databases (Pinecone, FAISS, ChromaDB) and advanced retrieval pipelines * Develop and optimize LLM prompt engineering strategies, embedding ...
Senior Software Engineer
Waltham, MA · On-site
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Senior Software Engineer
Waltham, MA · On-site
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Senior Software Engineer, Scientific System of Record
Cambridge, MA · On-site
$133K - $176K/yr
Develop domain models, schemas, indexes, and data contracts across SQL, NoSQL, vector databases, data lakehouses, and other scientific data systems. * Reliability, Performance, and Scale: Diagnose ...
Senior Software Engineer, Scientific System of Record
Cambridge, MA · On-site
$133K - $176K/yr
Develop domain models, schemas, indexes, and data contracts across SQL, NoSQL, vector databases, data lakehouses, and other scientific data systems. * Reliability, Performance, and Scale: Diagnose ...
Senior Software Engineer, Scientific System of Record
Cambridge, MA · On-site
$133K - $176K/yr
Develop domain models, schemas, indexes, and data contracts across SQL, NoSQL, vector databases, data lakehouses, and other scientific data systems. * Reliability, Performance, and Scale: Diagnose ...
Senior Software Engineer, Scientific System of Record
Cambridge, MA · On-site
$133K - $176K/yr
Develop domain models, schemas, indexes, and data contracts across SQL, NoSQL, vector databases, data lakehouses, and other scientific data systems. * Reliability, Performance, and Scale: Diagnose ...
Senior Software Engineer
Waltham, MA · On-site
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
Senior Software Engineer
Waltham, MA · On-site
$132K - $174K/yr
Work with vector databases, embeddings, semantic search, and AI-driven APIs to build intelligent workflows and enhance product capabilities. * Support the development of AI-assisted features such as ...
AI Architect - IT
Boston, MA · On-site
Preferred Qualifications • Experience with large language models (LLMs), vector databases, and generative AI. • Prior Experience in o Energy trading firms, utilities, IPPs, or commodities trading ...
AI Architect - IT
Boston, MA · On-site
Preferred Qualifications • Experience with large language models (LLMs), vector databases, and generative AI. • Prior Experience in o Energy trading firms, utilities, IPPs, or commodities trading ...
Guidewire PolicyCenter Development Lead Introduction: We are looking for a skilled Guidewire PolicyCenter Development Lead to join our team. This role involves leading the development and ...
Guidewire PolicyCenter Development Lead Introduction: We are looking for a skilled Guidewire PolicyCenter Development Lead to join our team. This role involves leading the development and ...
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-time
Medical, Dental, Vision, Retirement, PTO
Posted 15 days ago
Job description
We are seeking an experienced Enterprise AI Team Manager to lead a growing team with 5 specialized professionals (business analyst/product owner, 2 application developers, 1 data scientist, and 1 system administrator) responsible for developing and managing enterprise AI capabilities within our FFRDC environment for now. The ideal candidate will bring strong technical leadership experience and expertise in technologies such as Cloud LLM platforms (Azure AI Foundry, AWS Bedrock), prompt engineering, agentic AI systems, MCP servers, vector databases, data pipelines, and RAG architectures. In this role, you will be instrumental in scaling our internal AI tools - including a custom prompt engineering configuration platform (like ChatGPT) and a LLM Gateway - while fostering responsible AI adoption across the enterprise and ensuring compliance with cybersecurity requirements.
Minimum Qualifications
- Experience: Minimum of 5-7+ years of experience in a technical leadership or management role, with at least 2-3 years focused on AI/ML systems, LLM applications, or related technologies.
- Technical Skills:
- Strong experience with AI cloud platforms (Azure OpenAI, AWS Bedrock, or similar)
- Hands-on experience with prompt engineering techniques and frameworks
- Proficiency with AI/ML frameworks such as LangChain, LlamaIndex, or similar
- Experience with vector databases and RAG (Retrieval-Augmented Generation) architectures
- Knowledge of agentic AI frameworks and multi-agent systems
- Familiarity with Model Context Protocol (MCP) technology
- Strong understanding of RESTful APIs, microservices, and API gateway patterns
- Experience with Python and modern application development practices
- Knowledge of cloud platforms (Azure, AWS) and their AI/ML services
- Understanding of DevOps practices, CI/CD pipelines, and containerization
THIS POSITION CAN BE REMOTE WITHIN 100 MILES OF THE LAB AND THE SELECTED CANDIDATE MAY NEED TO COME IN 1-2 DAYS ON SOME WEEKS.
Hiring Range: $123,400 - $166,600
Disclaimer: MIT Lincoln Laboratory provides a typical hiring range as a good faith estimate of what we reasonably expect to offer for this position at the time of posting. The final salary offered to a selected candidate will depend on various factors, including-but not limited to-the scope and responsibilities of the role, the candidate's experience, skills and education/training, internal equity considerations and applicable legal requirements. This range reflects base salary only and does not include additional forms of compensation or benefits.
At MIT Lincoln Laboratory, our exceptional career opportunities include many outstanding benefits to help you stay healthy, feel supported, and enjoy a fulfilling work-life balance. Benefits offered to employees include:
- Comprehensive health, dental, and vision plans
- MIT-funded pension
- Matching 401K
- Paid leave (including vacation, sick, parental, military, etc.)
- Tuition reimbursement and continuing education programs
- Mentorship programs
- A range of work-life balance options
- ... and much more!
Please visit our Benefits page for more information. As an employee of MIT, you can also take advantage of other voluntary benefits, discounts and perks.
Selected candidate will be subject to a pre-employment background investigation and must be able to obtain and maintain a Secret level DoD security clearance.
MIT Lincoln Laboratory is an Equal Employment Opportunity (EEO) employer. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, veteran status, disability status, or genetic information; U.S. citizenship is required.
Requisition ID: 42852
#LI-RS1
About MIT Alumni Association
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Industry
Colleges, universities, and professional schools
Company size
10,000+ Employees
Headquarters location
Cambridge, MA, US
Year founded
1875