Vector databases (nice to have) ML / AI Platforms * Amazon SageMaker or similar ML platforms * AWS Bedrock for foundation model access and deployment * Model training, evaluation, and deployment
Vector databases (nice to have) ML / AI Platforms * Amazon SageMaker or similar ML platforms * AWS Bedrock for foundation model access and deployment * Model training, evaluation, and deployment
... vector databases such as Azure AI Search and Amazon OpenSearch to support enterprise RAG systems. Required Qualifications • 6-10 years of overall experience with 3+ years building LLM-powered ...
... vector databases such as Azure AI Search and Amazon OpenSearch to support enterprise RAG systems. Required Qualifications • 6-10 years of overall experience with 3+ years building LLM-powered ...
Sr AI Engineer
Fort Worth, TX · On-site +1
$80/hr
Integrate vector databases such as Azure AI Search and Amazon OpenSearch to support enterprise RAG systems. Evaluation & Quality Assurance * Define and run evaluation frameworks to measure answer ...
Sr AI Engineer
Fort Worth, TX · On-site +1
$80/hr
Integrate vector databases such as Azure AI Search and Amazon OpenSearch to support enterprise RAG systems. Evaluation & Quality Assurance * Define and run evaluation frameworks to measure answer ...
AI Architect
Fort Worth, TX · On-site
Integrate vector databases (e.g., Pinecone, FAISS, Milvus, Azure AI Search, Amazon OpenSearch). * Ensure relevance, freshness, observability, and security of RAG-based AI systems. Agentic AI ...
AI Architect
Fort Worth, TX · On-site
Integrate vector databases (e.g., Pinecone, FAISS, Milvus, Azure AI Search, Amazon OpenSearch). * Ensure relevance, freshness, observability, and security of RAG-based AI systems. Agentic AI ...
Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration frameworks. * Capable of working with GraphQL, microservices, or event-driven systems in fast-paced ...
Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration frameworks. * Capable of working with GraphQL, microservices, or event-driven systems in fast-paced ...
Sr Ai Security Engineer
Fort Worth, TX · On-site +1
$109K - $150K/yr
Enforce least-privilege access controls for AI services, model endpoints, vector databases, and Copilot connectors. Implement network security controls including private endpoints, VNet integration ...
Sr Ai Security Engineer
Fort Worth, TX · On-site +1
$109K - $150K/yr
Enforce least-privilege access controls for AI services, model endpoints, vector databases, and Copilot connectors. Implement network security controls including private endpoints, VNet integration ...
Sr. Engineer
Fort Worth, TX · On-site
$100K - $137K/yr
Experience with event-driven architectures (Kafka, EventBridge), vector databases, observability tools (Datadog, Splunk, OpenTelemetry), agent evaluation frameworks, FastAPI/Flask, async Python ...
Sr. Engineer
Fort Worth, TX · On-site
$100K - $137K/yr
Experience with event-driven architectures (Kafka, EventBridge), vector databases, observability tools (Datadog, Splunk, OpenTelemetry), agent evaluation frameworks, FastAPI/Flask, async Python ...
ERP AI Engineer - Manager
$99K - $232K/yr
... with vector databases and semantic search architectures - Translating complex business problems into AI solution designs - Contributing to business development and proposal writing - Cloud ...
ERP AI Engineer - Manager
$99K - $232K/yr
... with vector databases and semantic search architectures - Translating complex business problems into AI solution designs - Contributing to business development and proposal writing - Cloud ...
Principal Solution Architect
Fort Worth, TX · On-site
$90/hr
Experience with Kubernetes/container orchestration, cloud platforms (AWS/Azure/Google Cloud Platform), MLOps/LLMOps tooling, vector databases (Pinecone, Weaviate, pgvector), knowledge graphs, airline ...
Principal Solution Architect
Fort Worth, TX · On-site
$90/hr
Experience with Kubernetes/container orchestration, cloud platforms (AWS/Azure/Google Cloud Platform), MLOps/LLMOps tooling, vector databases (Pinecone, Weaviate, pgvector), knowledge graphs, airline ...
Familiarity with vector databases and retrieval pipelines for RAG. * Excellent communication and stakeholder management skills. Preferred Experience * Experience with Generative AI , LLM ...
Familiarity with vector databases and retrieval pipelines for RAG. * Excellent communication and stakeholder management skills. Preferred Experience * Experience with Generative AI , LLM ...
... 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 ...
Principal Solution Architect
Fort Worth, TX · On-site
$90/hr
Experience with Kubernetes/container orchestration, cloud platforms (AWS/Azure/GCP), MLOps/LLMOps tooling, vector databases (Pinecone, Weaviate, pgvector), knowledge graphs, airline/travel domain ...
Principal Solution Architect
Fort Worth, TX · On-site
$90/hr
Experience with Kubernetes/container orchestration, cloud platforms (AWS/Azure/GCP), MLOps/LLMOps tooling, vector databases (Pinecone, Weaviate, pgvector), knowledge graphs, airline/travel domain ...
AI Architect
Edgecliff Village, TX · On-site
Integrate vector databases (e.g., Pinecone, FAISS, Milvus, Azure AI Search, Amazon OpenSearch). Ensure relevance, freshness, observability, and security of RAG-based AI systems. Agentic AI ...
AI Architect
Edgecliff Village, TX · On-site
Integrate vector databases (e.g., Pinecone, FAISS, Milvus, Azure AI Search, Amazon OpenSearch). Ensure relevance, freshness, observability, and security of RAG-based AI systems. Agentic AI ...
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 ...
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 ...
Senior Visual Database Lead
Arlington, TX · On-site
$95K - $129K/yr
... and vector data * 8+ years' experience in Photoshop, primarily in image clean up, and color ... database creation for multiple image generation systems, such as Aechelon, MetaVR, Vital, or ...
Senior Visual Database Lead
Arlington, TX · On-site
$95K - $129K/yr
... and vector data * 8+ years' experience in Photoshop, primarily in image clean up, and color ... database creation for multiple image generation systems, such as Aechelon, MetaVR, Vital, or ...
Senior Visual Database Lead
$95K - $129K/yr
... and vector data * 8+ years' experience in Photoshop, primarily in image clean up, and color ... database creation for multiple image generation systems, such as Aechelon, MetaVR, Vital, or ...
Senior Visual Database Lead
$95K - $129K/yr
... and vector data * 8+ years' experience in Photoshop, primarily in image clean up, and color ... database creation for multiple image generation systems, such as Aechelon, MetaVR, Vital, or ...
Senior Visual Database Lead with Security Clearance
Arlington, TX · On-site
$97K - $132K/yr
... and vector data * 8+ years' experience in Photoshop, primarily in image clean up, and color ... database creation for multiple image generation systems, such as Aechelon, MetaVR, Vital, or ...
Senior Visual Database Lead with Security Clearance
Arlington, TX · On-site
$97K - $132K/yr
... and vector data * 8+ years' experience in Photoshop, primarily in image clean up, and color ... database creation for multiple image generation systems, such as Aechelon, MetaVR, Vital, or ...
Google AI Lead Architect
Fort Worth, TX · On-site
$53 - $72.50/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
Fort Worth, TX · On-site
$53 - $72.50/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 ...
... vectors • Collaborate with Software Development teams to integrate static and dynamic testing ... Database Experience (SQL, Postgres, MicrosoftSQL, etc.) • Experience in interacting with REST ...
... vectors • Collaborate with Software Development teams to integrate static and dynamic testing ... Database Experience (SQL, Postgres, MicrosoftSQL, etc.) • Experience in interacting with REST ...
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?

Allstate Insurance rating
7.5
Based on 557 frontline employees who took The Breakroom Quiz
198th of 277 rated insurance
Job description
At Allstate, great things happen when our people work together to protect families and their belongings from life's uncertainties. And for more than 90 years, our innovative drive has kept us a step ahead of our customers' evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection.
Job Description
Our MissionWe are on a mission to unlock business value from petabyte-scale unstructured enterprise data by building cutting-edge AI, GenAI, and Agentic AI capabilities on top of our Unstructured Data Platform.
In this role, you'll help transform massive volumes of documents, voice recordings, images, and video into actionable intelligence, powerful insights, and autonomous AI systems that drive real business decisions.
You will design and build AI-driven systems that combine large-scale data engineering, machine learning, and generative AI to power nextgeneration enterprise capabilities.
- Python (required) for AI/ML development
- Java, with hands-on experience building backend services and enterprise integrations
- Ability to work across both Python and Java codebases, integrating AI/ML components into Java-based enterprise systems
- Proven experience building and operating production-grade AI/ML systems
- Strong understanding of data pipelines and distributed data processing
Hands-on experience in one or more of the following areas:
- Large Language Models (LLMs): Working with foundation models and fine-tuning
- Retrieval Augmented Generation (RAG): Building context-aware AI applications
- Vector Search & Embeddings: Semantic search and similarity matching
- Multimodal AI: Processing text, voice, images, and video
- AI Agents / Agent Frameworks: Building autonomous AI workflows
- Prompt Engineering: LLM orchestration and optimization
- Semantic Models: Building and leveraging semantic data models
Framework Experience
- LangChain, LlamaIndex, Semantic Kernel
- Hugging Face
- OpenAI, AWS Bedrock, Azure OpenAI
Experience working in large-scale enterprise data environments, including:
Architecture
- Data lakes and lakehouse architectures
Analytics
- Microsoft Fabric, Azure Fabric, or similar analytics platforms
Streaming
- Kafka and event-driven architectures
Cloud Services
- Amazon Web Services (AWS)
Datastores
- MongoDB Atlas
- Amazon DocumentDB
- Vector databases (nice to have)
- Amazon SageMaker or similar ML platforms
- AWS Bedrock for foundation model access and deployment
- Model training, evaluation, and deployment
- Experience with MLOps workflows
- Monitoring and troubleshooting AI and data pipelines
- Experience with observability tools such as Datadog and AWS CloudWatch
- Work on petabyte-scale unstructured data challenges
- Build with the latest GenAI and Agentic AI technologies
- Transform unstructured data into enterprise intelligence
- Join a team shaping the future of AI-powered decision making
#LI-JK1
Skills
Amazon SageMaker, Amazon Web Services (AWS), Apache Kafka, Communication, Continuous Integration Software, Data Analysis, Large Language Model (LLM) Fine-Tuning, Machine Learning (ML), Python (Programming Language), Semantics, Software Development, Vector DatabasesCompensation
Compensation offered for this role is 85,000.00 - 145,075.00 annually and is based on experience and qualifications.The candidate(s) offered this position will be required to submit to a background investigation.
Joining our team isn't just a job - it's an opportunity. One that takes your skills and pushes them to the next level. One that encourages you to challenge the status quo. One where you can shape the future of protection while supporting causes that mean the most to you. Joining our team means being part of something bigger - a winning team making a meaningful impact.
Allstate generally does not sponsor individuals for employment-based visas for this position.
Effective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component.
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It is the Company's policy to employ the best qualified individuals available for all jobs. Therefore, any discriminatory action taken on account of an employee's ancestry, age, color, disability, genetic information, gender, gender identity, gender expression, sexual and reproductive health decision, marital status, medical condition, military or veteran status, national origin, race (include traits historically associated with race, including, but not limited to, hair texture and protective hairstyles), religion (including religious dress), sex, or sexual orientation that adversely affects an employee's terms or conditions of employment is prohibited. This policy applies to all aspects of the employment relationship, including, but not limited to, hiring, training, salary administration, promotion, job assignment, benefits, discipline, and separation of employment.
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