Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are ...
Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are ...
Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are ...
Quick apply
Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are ...
Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are ...
Vector databases * Fine-tuned model implementations * Collaborate with engineering teams to validate remediation * Document findings clearly and concisely You will help ensure AI systems are ...
Required : • Deep knowledge of data storage platforms, databases, vector databases. • In-depth understanding of NVMe, high performance RDMA network protocols, and related technologies. • Deep ...
Required : • Deep knowledge of data storage platforms, databases, vector databases. • In-depth understanding of NVMe, high performance RDMA network protocols, and related technologies. • Deep ...
Azure AI/ML Engineer
Bellevue, WA · On-site
$62 - $77/hr
... experience with Vector Databases and embedding-based search e.g. Azure AI SearchPractical experience with Semantic Kernel| AI Foundry| Lang Chain| LlamaIndex| or similar frameworks| Azure ...
Quick apply
Azure AI/ML Engineer
Bellevue, WA · On-site
$62 - $77/hr
... experience with Vector Databases and embedding-based search e.g. Azure AI SearchPractical experience with Semantic Kernel| AI Foundry| Lang Chain| LlamaIndex| or similar frameworks| Azure ...
AWS AI Architect (AWS Bedrock Expertise)
Seattle, WA · On-site
$73.75 - $96.75/hr
Build Retrieval-Augmented Generation (RAG) pipelines using Amazon OpenSearch, Aurora ML Vector Engine, DynamoDB, or 3rd‑party vector databases. * Evaluate foundation models (Claude, Llama, Amazon ...
Quick apply
AWS AI Architect (AWS Bedrock Expertise)
Seattle, WA · On-site
$73.75 - $96.75/hr
Build Retrieval-Augmented Generation (RAG) pipelines using Amazon OpenSearch, Aurora ML Vector Engine, DynamoDB, or 3rd‑party vector databases. * Evaluate foundation models (Claude, Llama, Amazon ...
Required : • Deep knowledge of data storage platforms, databases, vector databases. • In-depth understanding of NVMe, high performance RDMA network protocols, and related technologies. • Deep ...
Required : • Deep knowledge of data storage platforms, databases, vector databases. • In-depth understanding of NVMe, high performance RDMA network protocols, and related technologies. • Deep ...
Data Engineer - Senior Consultant level
Bellevue, WA · Hybrid
$119K - $162K/yr
Explore emerging technologies across GenAI infrastructure, orchestration systems, vector databases, and cloud-native data platforms This is a hybrid position. Expectation of days in office will be ...
Data Engineer - Senior Consultant level
Bellevue, WA · Hybrid
$119K - $162K/yr
Explore emerging technologies across GenAI infrastructure, orchestration systems, vector databases, and cloud-native data platforms This is a hybrid position. Expectation of days in office will be ...
Preferred : • Experience designing, building, or operating large-scale search systems, information retrieval pipelines, or vector databases (e.g., Elasticsearch, Lucene, Pinecone, Milvus). • ...
Preferred : • Experience designing, building, or operating large-scale search systems, information retrieval pipelines, or vector databases (e.g., Elasticsearch, Lucene, Pinecone, Milvus). • ...
AI Engineer
Seattle, WA · On-site
Experience with RAG frameworks and vector databases (Pinecone, FAISS, OpenSearch) * Knowledge of AWS services (Lambda, S3, API Gateway, IAM) Preferred: * Retail domain experience * LangChain or ...
AI Engineer
Seattle, WA · On-site
Experience with RAG frameworks and vector databases (Pinecone, FAISS, OpenSearch) * Knowledge of AWS services (Lambda, S3, API Gateway, IAM) Preferred: * Retail domain experience * LangChain or ...
Data Engineer - Senior Consultant level
Bellevue, WA · On-site
$119K - $162K/yr
Explore emerging technologies across GenAI infrastructure, orchestration systems, vector databases, and cloud-native data platforms This is a hybrid position. Expectation of days in office will be ...
Data Engineer - Senior Consultant level
Bellevue, WA · On-site
$119K - $162K/yr
Explore emerging technologies across GenAI infrastructure, orchestration systems, vector databases, and cloud-native data platforms This is a hybrid position. Expectation of days in office will be ...
AI Solution Architect
Seattle, WA · On-site +1
$71.75 - $94.50/hr
... Vector Databases Develop and deliver upskilling sessions to the customer Python and PySpark Secondary Skills MLOps and LLMOps
AI Solution Architect
Seattle, WA · On-site +1
$71.75 - $94.50/hr
... Vector Databases Develop and deliver upskilling sessions to the customer Python and PySpark Secondary Skills MLOps and LLMOps
AI Solution Architect
Seattle, WA · Remote
$64.50 - $85/hr
... Vector Databases Develop and deliver upskilling sessions to the customer Python and PySpark Secondary Skills MLOps and LLMOps
Quick apply
AI Solution Architect
Seattle, WA · Remote
$64.50 - $85/hr
... Vector Databases Develop and deliver upskilling sessions to the customer Python and PySpark Secondary Skills MLOps and LLMOps
Data Engineer
Bellevue, WA · Hybrid
$129K - $155K/yr
Explore emerging technologies across GenAI infrastructure, orchestration systems, vector databases, and cloud-native data platforms This is a hybrid position. Expectation of days in office will be ...
Data Engineer
Bellevue, WA · Hybrid
$129K - $155K/yr
Explore emerging technologies across GenAI infrastructure, orchestration systems, vector databases, and cloud-native data platforms This is a hybrid position. Expectation of days in office will be ...
Software Development Manager III, S3 Vectors
Seattle, WA · On-site
$140K - $185K/yr
... vector databases. As an SDM on S3 Vectors, you will lead a team of engineers driving fast-paced green field development of foundational services related to this new offering. S3 Vectors: As an SDM in ...
Software Development Manager III, S3 Vectors
Seattle, WA · On-site
$140K - $185K/yr
... vector databases. As an SDM on S3 Vectors, you will lead a team of engineers driving fast-paced green field development of foundational services related to this new offering. S3 Vectors: As an SDM in ...
Software Development Manager III, S3 Vectors
Seattle, WA · On-site
$140K - $185K/yr
... vector databases. As an SDM on S3 Vectors, you will lead a team of engineers driving fast-paced green field development of foundational services related to this new offering. S3 Vectors: As an SDM in ...
Software Development Manager III, S3 Vectors
Seattle, WA · On-site
$140K - $185K/yr
... vector databases. As an SDM on S3 Vectors, you will lead a team of engineers driving fast-paced green field development of foundational services related to this new offering. S3 Vectors: As an SDM in ...
Senior Java Developer (Business Automation & AI)
Lynnwood, WA · Remote
$50 - $55/hr
Experience with vector databases (Amazon OpenSearch, Pinecone, Milvus). * Python exposure for document parsing/automation. * Knowledge of BPMN 2.0 standards. * AWS certifications (Developer Associate ...
Quick apply
Senior Java Developer (Business Automation & AI)
Lynnwood, WA · Remote
$50 - $55/hr
Experience with vector databases (Amazon OpenSearch, Pinecone, Milvus). * Python exposure for document parsing/automation. * Knowledge of BPMN 2.0 standards. * AWS certifications (Developer Associate ...
Software Development Manager III, S3 Vectors
Seattle, WA · On-site
$140K - $185K/yr
... vector databases. As an SDM on S3 Vectors, you will lead a team of engineers driving fast-paced green field development of foundational services related to this new offering. S3 Vectors: As an SDM in ...
Software Development Manager III, S3 Vectors
Seattle, WA · On-site
$140K - $185K/yr
... vector databases. As an SDM on S3 Vectors, you will lead a team of engineers driving fast-paced green field development of foundational services related to this new offering. S3 Vectors: As an SDM in ...
Experience working with structured and unstructured data systems including SQL/NoSQL databases, vector databases, semantic indexing, and knowledge retrieval systems Bonus Qualifications:
Experience working with structured and unstructured data systems including SQL/NoSQL databases, vector databases, semantic indexing, and knowledge retrieval systems Bonus Qualifications:
Senior AI Software Engineer
$154K - $231K/yr
Build and maintain RAG pipelines leveraging vector databases to enable intelligent search and retrieval * Develop comprehensive evaluation frameworks (evals) to measure, monitor, and improve AI ...
Senior AI Software Engineer
$154K - $231K/yr
Build and maintain RAG pipelines leveraging vector databases to enable intelligent search and retrieval * Develop comprehensive evaluation frameworks (evals) to measure, monitor, and improve AI ...
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, Life
Posted 18 days ago
Job description
We are building a dedicated AI Red Team to rigorously test and harden enterprise-scale AI products.
We are looking for an adversarial machine learning specialist who thinks like an attacker.
This role focuses on identifying vulnerabilities in LLM-driven systems, breaking model guardrails, exploiting data pathways, and stress-testing AI deployments before they reach enterprise customers.
This is a hands-on technical role at the core of AI security.
What You'll Do
- Conduct adversarial testing across LLM and AI-based systems
- Execute real-world attack simulations, including:
- Prompt injection
- Jailbreaking and guardrail bypass
- Data exfiltration attempts
- Model inversion and evasion techniques
- RAG manipulation
- Develop scripts and tooling to automate attack scenarios
- Analyse model behaviour under adversarial pressure
- Identify systemic vulnerabilities in:
- APIs
- Embedding pipelines
- Vector databases
- Fine-tuned model implementations
- Collaborate with engineering teams to validate remediation
- Document findings clearly and concisely
You will help ensure AI systems are resilient before they are deployed at scale.
Requirements
What We're Looking For
Core Technical Skills
- Strong experience in adversarial ML or AI security research
- Experience working with LLM-based systems (OpenAI, Anthropic, open-source models, etc.)
- Deep understanding of:
- Prompt injection techniques
- Model jailbreak methodologies
- AI system exploitation vectors
- Strong Python skills
- Experience building custom attack tooling or experimentation frameworks
AI Systems Knowledge
- Familiarity with:
- RAG architectures
- Vector databases
- Model fine-tuning workflows
- API-based model deployments
- Understanding of model safety mechanisms and guardrails
Nice to Have
- Background in cybersecurity or penetration testing
- Familiarity with OWASP LLM Top 10
- Experience working in enterprise environments
Who You Are
- Curious and relentless
- Comfortable thinking like an attacker
- Creative in finding non-obvious vulnerabilities
- Detail-oriented but fast-moving
- Comfortable operating in ambiguity
- Independent but collaborative
You don't just run test cases - you design new ones.
Benefits
- Comprehensive Private Medical Coverage
- Support for Mental Health Expenses
- Life Insurance Options
- Attractive Compensation Package