Integrate agents with vector databases, RAG pipelines, and knowledge graphs. Production AI Systems * Implement observability, evaluation, and guardrails for agent behavior. * Optimize AI pipelines ...
Integrate agents with vector databases, RAG pipelines, and knowledge graphs. Production AI Systems * Implement observability, evaluation, and guardrails for agent behavior. * Optimize AI pipelines ...
Design vector databases (Pinecone, Weaviate, FAISS, etc.) * Build ingestion pipelines and knowledge retrieval systems * Team leadership * Mentor engineers and guide best practices * Conduct code ...
Design vector databases (Pinecone, Weaviate, FAISS, etc.) * Build ingestion pipelines and knowledge retrieval systems * Team leadership * Mentor engineers and guide best practices * Conduct code ...
Design vector databases (Pinecone, Weaviate, FAISS, etc.) * Build ingestion pipelines and knowledge retrieval systems * Team leadership * Mentor engineers and guide best practices * Conduct code ...
Design vector databases (Pinecone, Weaviate, FAISS, etc.) * Build ingestion pipelines and knowledge retrieval systems * Team leadership * Mentor engineers and guide best practices * Conduct code ...
PostgreSQL, Vector Databases, and Advanced Retrieval strategies. ML/DL: PyTorch, TensorFlow, and Model Fine-tuning. Deployment: Docker, Production API management, and LLM monitoring. Tools: Prompt ...
PostgreSQL, Vector Databases, and Advanced Retrieval strategies. ML/DL: PyTorch, TensorFlow, and Model Fine-tuning. Deployment: Docker, Production API management, and LLM monitoring. Tools: Prompt ...
Senior AI Engineer
Piscataway, NJ · On-site
$106K - $146K/yr
Design and implement solutions involving Large Language Models (LLMs), embeddings, vector databases, Retrieval-Augmented Generation (RAG), and prompt engineering. * Work with cloud AI services such ...
Quick apply
Senior AI Engineer
Piscataway, NJ · On-site
$106K - $146K/yr
Design and implement solutions involving Large Language Models (LLMs), embeddings, vector databases, Retrieval-Augmented Generation (RAG), and prompt engineering. * Work with cloud AI services such ...
Member of Technical Staff (Software Engineer, Storage Platform)
New York, NY · On-site
$220K - $405K/yr
This foundational, high-impact group is responsible for the full spectrum of storage technologies - relational databases, vector databases, custom storage implementations, and the tooling to ...
Member of Technical Staff (Software Engineer, Storage Platform)
New York, NY · On-site
$220K - $405K/yr
This foundational, high-impact group is responsible for the full spectrum of storage technologies - relational databases, vector databases, custom storage implementations, and the tooling to ...
Agentic AI Lead
$146K - $179K/yr
... vector databases and graph databases. You ll own end-to-end delivery: ingestion retrieval agent orchestration evaluation deployment. What you ll do * Design and implement RAG pipelines on Google ...
Agentic AI Lead
$146K - $179K/yr
... vector databases and graph databases. You ll own end-to-end delivery: ingestion retrieval agent orchestration evaluation deployment. What you ll do * Design and implement RAG pipelines on Google ...
Agentic AI Developer
Berkeley Heights, NJ · On-site
... vector databases and graph databases. You'll own end-to-end delivery: ingestion → retrieval → agent orchestration → evaluation → deployment. What you'll do * Design and implement RAG ...
Quick apply
Agentic AI Developer
Berkeley Heights, NJ · On-site
... vector databases and graph databases. You'll own end-to-end delivery: ingestion → retrieval → agent orchestration → evaluation → deployment. What you'll do * Design and implement RAG ...
Vector databases (FAISS, Chroma, Pinecone, etc) * Observability stack setup (logging, drift/bias monitoring) Knowledge of: * Agent Development Lifecycle (ADLC) * Governance and compliance for AI ...
Quick apply
Vector databases (FAISS, Chroma, Pinecone, etc) * Observability stack setup (logging, drift/bias monitoring) Knowledge of: * Agent Development Lifecycle (ADLC) * Governance and compliance for AI ...
Agentic AI Specialist
New York, NY · On-site
Design and maintain RAG pipelines, embeddings, vector databases, and memory/state management for contextual grounding. * Build secure and scalable backend APIs and services to support agent execution ...
Quick apply
Agentic AI Specialist
New York, NY · On-site
Design and maintain RAG pipelines, embeddings, vector databases, and memory/state management for contextual grounding. * Build secure and scalable backend APIs and services to support agent execution ...
Principal Data Architect
Jersey City, NJ · On-site
Vector databases and semantic search frameworks * Agentic AI frameworks and orchestration patterns * Define and operationalize MLOps and LLMOps pipelines for model lifecycle management. * Enable ...
Principal Data Architect
Jersey City, NJ · On-site
Vector databases and semantic search frameworks * Agentic AI frameworks and orchestration patterns * Define and operationalize MLOps and LLMOps pipelines for model lifecycle management. * Enable ...
Vector databases and semantic search frameworks * Agentic AI frameworks and orchestration patterns * Define and operationalize MLOps and LLMOps pipelines for model lifecycle management. * Enable ...
Vector databases and semantic search frameworks * Agentic AI frameworks and orchestration patterns * Define and operationalize MLOps and LLMOps pipelines for model lifecycle management. * Enable ...
AI Architect
$152K - $155K/yr
Data Modeling, Generative & Agentic AI, Machine Learning, Python, Embeddings & Vector Databases * Proven experience in architecting enterprise-grade AI/ML platforms and solutions * Technical ...
AI Architect
$152K - $155K/yr
Data Modeling, Generative & Agentic AI, Machine Learning, Python, Embeddings & Vector Databases * Proven experience in architecting enterprise-grade AI/ML platforms and solutions * Technical ...
Agentic AI Lead
Berkeley Heights, NJ · Hybrid
$146K - $179K/yr
... vector databases and graph databases. You'll own end-to-end delivery: ingestion → retrieval → agent orchestration → evaluation → deployment. What you'll do · Design and implement RAG ...
Agentic AI Lead
Berkeley Heights, NJ · Hybrid
$146K - $179K/yr
... vector databases and graph databases. You'll own end-to-end delivery: ingestion → retrieval → agent orchestration → evaluation → deployment. What you'll do · Design and implement RAG ...
GEN AI Consultant
Jersey City, NJ · On-site
... vector databases and prompt engineering Build Agentic AI systems capable of autonomous task execution decisionmaking and multistep reasoning using frameworks like LangChain Agents AutoGPT or ...
GEN AI Consultant
Jersey City, NJ · On-site
... vector databases and prompt engineering Build Agentic AI systems capable of autonomous task execution decisionmaking and multistep reasoning using frameworks like LangChain Agents AutoGPT or ...
Agentic AI Lead
Berkeley Heights, NJ · Hybrid
$146K - $179K/yr
... vector databases and graph databases. You'll own end-to-end delivery: ingestion → retrieval → agent orchestration → evaluation → deployment. What you'll do · Design and implement RAG ...
Agentic AI Lead
Berkeley Heights, NJ · Hybrid
$146K - $179K/yr
... vector databases and graph databases. You'll own end-to-end delivery: ingestion → retrieval → agent orchestration → evaluation → deployment. What you'll do · Design and implement RAG ...
AI Architect
New York, NY · On-site
Design robust RAG (Retrieval-Augmented Generation) strategies using Azure AI Search and vector databases to enable deep-context searching across customer risk profiles. * Tooling & Connectivity:
Quick apply
AI Architect
New York, NY · On-site
Design robust RAG (Retrieval-Augmented Generation) strategies using Azure AI Search and vector databases to enable deep-context searching across customer risk profiles. * Tooling & Connectivity:
AI/Azure Cloud Senior Tech Lead
$63.75 - $83/hr
... Vector databases and embedding models - AI/ML frameworks (PyTorch, TensorFlow, LangChain) Azure Foundation & Platform - Azure Foundation and Platform Build - Provisioning and configuring Azure ...
AI/Azure Cloud Senior Tech Lead
$63.75 - $83/hr
... Vector databases and embedding models - AI/ML frameworks (PyTorch, TensorFlow, LangChain) Azure Foundation & Platform - Azure Foundation and Platform Build - Provisioning and configuring Azure ...
Build Retrieval-Augmented Generation (RAG) systems using semantic search and vector databases * Integrate OpenAI, Anthropic, and other LLM APIs using function calling, structured outputs, and ...
Quick apply
Build Retrieval-Augmented Generation (RAG) systems using semantic search and vector databases * Integrate OpenAI, Anthropic, and other LLM APIs using function calling, structured outputs, and ...
Knowledge of Vector databases and semantic search ? Familiarity with containerization and required skill ? Understanding of compliance, risk management, and ethical AI Practices
Knowledge of Vector databases and semantic search ? Familiarity with containerization and required skill ? Understanding of compliance, risk management, and ethical AI Practices
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?

Job description
- Design and implement autonomous AI agents capable of reasoning, planning, and executing multi-step workflows.
- Develop multi-agent systems that collaborate to solve complex tasks.
- Build tool-using agents that interact with APIs, databases, and enterprise services.
- Develop AI pipelines using LangChain, LangGraph, and related frameworks.
- Implement prompt engineering, memory systems, and reasoning chains.
- Integrate LLMs such as OpenAI, Anthropic, Gemini, or open-source models.
- Build production-ready agents using Agent Development Kits (ADK).
- Implement tool registries, agent planning systems, and execution loops.
- Develop modular agent architectures that support extensibility and reliability.
- Build interactive AI-driven user experiences using React Loop or similar frameworks.
- Design real-time interfaces for agent interaction, monitoring, and feedback loops.
- Implement streaming responses and agent status visualizations.
- Develop scalable AI services using Python (FastAPI, Flask, or similar).
- Integrate agents with vector databases, RAG pipelines, and knowledge graphs.
- Implement observability, evaluation, and guardrails for agent behavior.
- Optimize AI pipelines for latency, cost, and reliability.
- Ensure security, governance, and compliance for AI systems.
- 7+ years of software engineering experience.
- Strong expertise in Python for AI/ML development.
- Hands-on experience with LangChain / LangGraph.
- Experience building agentic AI systems or autonomous agents.
- Experience with React-based AI interfaces (React Loop or similar).
- Familiarity with vector databases (Pinecone, Weaviate, FAISS, etc.).
- Experience with ADK (Agent Development Kit) frameworks.
- Experience building multi-agent systems.
- Knowledge of RAG architectures and knowledge retrieval systems.
-
Compensation, Benefits and Duration
Minimum Compensation: USD 40,000
Maximum Compensation: USD 141,000
Compensation is based on actual experience and qualifications of the candidate. The above is a reasonable and a good faith estimate for the role.
Medical, vision, and dental benefits, 401k retirement plan, variable pay/incentives, paid time off, and paid holidays are available for full time employees.
This position is not available for independent contractors
No applications will be considered if received more than 120 days after the date of this post
About Photon
Sourced by ZipRecruiter
Company size
1 - 10 Employees
Headquarters location
Cambridge, MA, US
Year founded
1984