... LLMs, vector databases, and AI infrastructure to power intelligent product experiences. • Deliver experiments and new features quickly, maintaining high quality and tight feedback loops with ...
... LLMs, vector databases, and AI infrastructure to power intelligent product experiences. • Deliver experiments and new features quickly, maintaining high quality and tight feedback loops with ...
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 ...
Senior Software Engineer
New York, NY · On-site
$200K - $300K/yr
Integrate vector databases + RAG pipelines to make customer profiles smarter, faster, and searchable in real time * Ship features end-to-end: APIs, dashboards, integrations (Shopify, Klaviyo, Slack ...
Senior Software Engineer
New York, NY · On-site
$200K - $300K/yr
Integrate vector databases + RAG pipelines to make customer profiles smarter, faster, and searchable in real time * Ship features end-to-end: APIs, dashboards, integrations (Shopify, Klaviyo, Slack ...
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 ...
AI Engineer - NY
Manhattan, NY · On-site
Integrate agents with vector databases, RAG pipelines, and knowledge graphs. Production AI Systems * Implement observability, evaluation, and guardrails for agent behavior. * Optimize AI pipelines ...
AI Engineer - NY
Manhattan, NY · On-site
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 ...
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 ...
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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 ...
Senior Software Engineer
$134K - $176K/yr
You will build pipelines that ingest petabyte-scale data into object storage and turn it into fast, queryable databases and vector stores, design large-scale storage and retrieval across hot and cold ...
New
Senior Software Engineer
$134K - $176K/yr
You will build pipelines that ingest petabyte-scale data into object storage and turn it into fast, queryable databases and vector stores, design large-scale storage and retrieval across hot and cold ...
New
Agentic AI Lead
Berkeley Heights, NJ · On-site
$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
Berkeley Heights, NJ · On-site
$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 ...
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 ...
AI Developer
Manhattan, NY · On-site
Familiarity with vector databases and embedding models * Experience working with Graph Databases (e.g., Neo4j or similar)
AI Developer
Manhattan, NY · On-site
Familiarity with vector databases and embedding models * Experience working with Graph Databases (e.g., Neo4j or similar)
GEN AI with Python
Manhattan, NY · On-site
$55.50 - $76.25/hr
Experience with processing unstructured data, including proficiency in Vector Databases and Graph Databases, is highly desirable. Strong understanding of AI and ML concepts, including deep learning ...
GEN AI with Python
Manhattan, NY · On-site
$55.50 - $76.25/hr
Experience with processing unstructured data, including proficiency in Vector Databases and Graph Databases, is highly desirable. Strong understanding of AI and ML concepts, including deep learning ...
GenAI Lead / Architect - New York, NY - Contract Opportunity
New York, NY · On-site
$60.50 - $82.75/hr
Strong expertise in LLMs, RAG, AI agents, prompt engineering, and vector databases. * Experience with Python, LangChain, LangGraph, LlamaIndex, and cloud platforms (AWS, Azure, or GCP). * Strong ...
Quick apply
GenAI Lead / Architect - New York, NY - Contract Opportunity
New York, NY · On-site
$60.50 - $82.75/hr
Strong expertise in LLMs, RAG, AI agents, prompt engineering, and vector databases. * Experience with Python, LangChain, LangGraph, LlamaIndex, and cloud platforms (AWS, Azure, or GCP). * Strong ...
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 ...
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 ...
AI AWS Architect
Parsippany, NJ · On-site
$120K - $140K/yr
... Vector databases such as Qdrant and MongoDB Atlas with vector search capabilities. • Extensive experience in MLOps practices, including CI/CD pipelines for ML models, model registry management, and ...
AI AWS Architect
Parsippany, NJ · On-site
$120K - $140K/yr
... Vector databases such as Qdrant and MongoDB Atlas with vector search capabilities. • Extensive experience in MLOps practices, including CI/CD pipelines for ML models, model registry management, and ...
AI Architect
$175K - $200K/yr
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
$175K - $200K/yr
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:
Senior Software Engineer
Manhattan, NY · On-site
$175K - $220K/yr
You will build pipelines that ingest petabyte-scale data into object storage and turn it into fast, queryable databases and vector stores, design large-scale storage and retrieval across hot and cold ...
Senior Software Engineer
Manhattan, NY · On-site
$175K - $220K/yr
You will build pipelines that ingest petabyte-scale data into object storage and turn it into fast, queryable databases and vector stores, design large-scale storage and retrieval across hot and cold ...
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
Posted 8 days ago
Job description
Scale AI is an enterprise-grade Generative AI platform providing APIs for knowledge retrieval and more. They are seeking a strong Senior Full-Stack Engineer to build, scale, and refine their rapidly growing product, working across the stack from front-end to back-end while integrating with machine learning systems.
Responsibilities:
• Own major full-stack product areas, driving features from design through production deployment.
• Build modern frontend experiences using React and TypeScript, ensuring performance, usability, and responsiveness.
• Develop reliable backend services in Python, working with distributed systems, data pipelines, and ML/LLM components.
• Integrate with LLMs, vector databases, and AI infrastructure to power intelligent product experiences.
• Deliver experiments and new features quickly, maintaining high quality and tight feedback loops with customers.
• Collaborate across product, ML, and infrastructure teams to shape the direction of Scale GP.
• Adapt quickly—learning new technologies, frameworks, and tools as needed across the stack.
Qualifications:
Required:
• 5+ years of full-time engineering experience, post-graduation.
• Strong experience developing full-stack applications using React, TypeScript, and Python.
• Experience scaling or shipping products at high-growth startups.
• Familiarity with LLMs, vector databases, embeddings, or other modern AI tooling (tinkering or production experience welcome).
• Proficiency with SQL and modern API development.
• Experience with Kubernetes, containerization, and microservice architectures.
• Experience working with at least one major cloud provider (AWS, GCP, or Azure).
Company:
Scale’s mission is to develop reliable AI systems for the world’s most important decisions. Founded in 2016, the company is headquartered in San Francisco, USA, with a team of 501-1000 employees. The company is currently Late Stage.
About Scale AI
Sourced by ZipRecruiter
Industry
Software development
Company size
201 - 500 Employees
Headquarters location
San Francisco, CA, US
Year founded
2016