Design RAG on Bedrock with OpenSearch Serverless, Aurora pgvector, and Kendra * Optimize consumption: on-demand vs. PT, model routing, prompt caching, token efficiency Azure AI Foundry & Azure OpenAI ...
Design RAG on Bedrock with OpenSearch Serverless, Aurora pgvector, and Kendra * Optimize consumption: on-demand vs. PT, model routing, prompt caching, token efficiency Azure AI Foundry & Azure OpenAI ...
Design RAG on Bedrock with OpenSearch Serverless, Aurora pgvector, and Kendra * Optimize consumption: on-demand vs. PT, model routing, prompt caching, token efficiency Azure AI Foundry & Azure OpenAI ...
Design RAG on Bedrock with OpenSearch Serverless, Aurora pgvector, and Kendra * Optimize consumption: on-demand vs. PT, model routing, prompt caching, token efficiency Azure AI Foundry & Azure OpenAI ...
Software Developer(AI/ML)
Austin, TX · On-site
AI Agent Engineer Designs and develops AI-driven agentic solutions, including autonomous workflows and Retrieval-Augmented Generation (RAG) systems, to enhance productivity, automate processes, and ...
Software Developer(AI/ML)
Austin, TX · On-site
AI Agent Engineer Designs and develops AI-driven agentic solutions, including autonomous workflows and Retrieval-Augmented Generation (RAG) systems, to enhance productivity, automate processes, and ...
Principal AI Architect
Austin, TX · On-site
$120 - $150/hr
... RAG) Agent frameworks, Data pipelines, and Inference optimization. * Evaluate and integrate ... Agentic AI & Advanced Systems Provide architectural direction for Agentic AI systems, including:
New
Principal AI Architect
Austin, TX · On-site
$120 - $150/hr
... RAG) Agent frameworks, Data pipelines, and Inference optimization. * Evaluate and integrate ... Agentic AI & Advanced Systems Provide architectural direction for Agentic AI systems, including:
New
AI Engineer
Austin, TX · On-site
Has built LLM harnesses/scaffolds with agentic loops, RAG pipelines, and tool-calling architectures ... AI platform/developer tooling, evaluation & observability frameworks, AI security & guardrails ...
AI Engineer
Austin, TX · On-site
Has built LLM harnesses/scaffolds with agentic loops, RAG pipelines, and tool-calling architectures ... AI platform/developer tooling, evaluation & observability frameworks, AI security & guardrails ...
AI Solutions Architect
Austin, TX · On-site +1
$62.50 - $82.25/hr
AI Solutions Architect Type: Contract / Consulting Duration: 6 months (extendable) Location: Remote ... RAG architecture together with the data and ML teams -- chunking strategies, hybrid retrieval ...
AI Solutions Architect
Austin, TX · On-site +1
$62.50 - $82.25/hr
AI Solutions Architect Type: Contract / Consulting Duration: 6 months (extendable) Location: Remote ... RAG architecture together with the data and ML teams -- chunking strategies, hybrid retrieval ...
AI/ML Engineer
Austin, TX · On-site
AI Agent Engineer Designs and develops AI-driven agentic solutions, including autonomous workflows and Retrieval-Augmented Generation (RAG) systems, to enhance productivity, automate processes, and ...
Quick apply
AI/ML Engineer
Austin, TX · On-site
AI Agent Engineer Designs and develops AI-driven agentic solutions, including autonomous workflows and Retrieval-Augmented Generation (RAG) systems, to enhance productivity, automate processes, and ...
AI Solutions Architect
Austin, TX · Remote
$64.50 - $85/hr
AI Solutions Architect Type: Contract / Consulting Duration: 6 months (extendable) Location: Remote ... RAG architecture together with the data and ML teams -- chunking strategies, hybrid retrieval ...
Quick apply
AI Solutions Architect
Austin, TX · Remote
$64.50 - $85/hr
AI Solutions Architect Type: Contract / Consulting Duration: 6 months (extendable) Location: Remote ... RAG architecture together with the data and ML teams -- chunking strategies, hybrid retrieval ...
AI Architect/Engineer (Local to Austin, TX)
Austin, TX · On-site
$62.50 - $82.25/hr
As an AI Architect, you will work closely with product, engineering, data science, and infrastructure teams to design application architectures that integrate LLMs, RAG pipelines, and other GenAI ...
AI Architect/Engineer (Local to Austin, TX)
Austin, TX · On-site
$62.50 - $82.25/hr
As an AI Architect, you will work closely with product, engineering, data science, and infrastructure teams to design application architectures that integrate LLMs, RAG pipelines, and other GenAI ...
Principal AI Architect
Austin, TX · On-site
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Define AI/ML technical capabilities, including: Generative AI systems Data pipelines Model ...
Principal AI Architect
Austin, TX · On-site
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Define AI/ML technical capabilities, including: Generative AI systems Data pipelines Model ...
Principal AI Architect
Austin, TX · On-site
$150 - $180/hr
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Define AI/ML technical capabilities, including: Generative AI systems Data pipelines Model ...
Principal AI Architect
Austin, TX · On-site
$150 - $180/hr
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Define AI/ML technical capabilities, including: Generative AI systems Data pipelines Model ...
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Define AI/ML technical capabilities, including: Generative AI systems Data pipelines Model ...
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Define AI/ML technical capabilities, including: Generative AI systems Data pipelines Model ...
AI Architect
Austin, TX · On-site
RAG and code/knowledge-graph design; retrieval-pipeline design and tuning. Production LLM systems ... Spec-driven development; power user of AI coding agents (Claude Code, Cursor, Codex). Outstanding ...
AI Architect
Austin, TX · On-site
RAG and code/knowledge-graph design; retrieval-pipeline design and tuning. Production LLM systems ... Spec-driven development; power user of AI coding agents (Claude Code, Cursor, Codex). Outstanding ...
AVP DevX - AI Engineer/Technical Lead
Austin, TX · On-site
$147.50 - $245.90/hr
AI and GenAI enablement -- providing production‑ready RAG pipelines, agents, plugins, and AI‑assisted development tools as first‑class platform capabilities. This role is intentionally ...
AVP DevX - AI Engineer/Technical Lead
Austin, TX · On-site
$147.50 - $245.90/hr
AI and GenAI enablement -- providing production‑ready RAG pipelines, agents, plugins, and AI‑assisted development tools as first‑class platform capabilities. This role is intentionally ...
Consulting Principal, AI Architect (Austin)
Austin, TX · On-site
$122K - $194K/yr
Lead the design and delivery of generative AI and agent-enabled solutions, including context engineering, RAG pipelines, and AI platform architectures for enterprise clients. * Partner with client ...
Consulting Principal, AI Architect (Austin)
Austin, TX · On-site
$122K - $194K/yr
Lead the design and delivery of generative AI and agent-enabled solutions, including context engineering, RAG pipelines, and AI platform architectures for enterprise clients. * Partner with client ...
Principal AI Architect
Austin, TX · On-site
$150 - $180/hr
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Agentic AI & Advanced Systems*** Provide architectural direction for **Agentic AI systems ...
Principal AI Architect
Austin, TX · On-site
$150 - $180/hr
Model selection and fine-tuning Retrieval-Augmented Generation (RAG) Agent frameworks Data ... Agentic AI & Advanced Systems*** Provide architectural direction for **Agentic AI systems ...
Senior Director, AI Systems Architect for Operations
Austin, TX · On-site
$383 - $518/hr
Architect and deploy enterprise-scale Multi Agentic AI platforms applying LLMs, SLMs, RAG, Knowledge Graphs, MCP frameworks, and modern agent orchestration technologies. * Drive AI-enabled ...
New
Senior Director, AI Systems Architect for Operations
Austin, TX · On-site
$383 - $518/hr
Architect and deploy enterprise-scale Multi Agentic AI platforms applying LLMs, SLMs, RAG, Knowledge Graphs, MCP frameworks, and modern agent orchestration technologies. * Drive AI-enabled ...
New
Senior Director, AI Systems Architect for Operations
Austin, TX · On-site
$382K - $517K/yr
Architect and deploy enterprise-scale Multi Agentic AI platforms applying LLMs, SLMs, RAG, Knowledge Graphs, MCP frameworks, and modern agent orchestration technologies. * Drive AI-enabled ...
Senior Director, AI Systems Architect for Operations
Austin, TX · On-site
$382K - $517K/yr
Architect and deploy enterprise-scale Multi Agentic AI platforms applying LLMs, SLMs, RAG, Knowledge Graphs, MCP frameworks, and modern agent orchestration technologies. * Drive AI-enabled ...
Senior Director, AI Systems Architect for Operations
Austin, TX · On-site
$382K - $517K/yr
Architect and deploy enterprise-scale Multi Agentic AI platforms applying LLMs, SLMs, RAG, Knowledge Graphs, MCP frameworks, and modern agent orchestration technologies. * Drive AI-enabled ...
Senior Director, AI Systems Architect for Operations
Austin, TX · On-site
$382K - $517K/yr
Architect and deploy enterprise-scale Multi Agentic AI platforms applying LLMs, SLMs, RAG, Knowledge Graphs, MCP frameworks, and modern agent orchestration technologies. * Drive AI-enabled ...
Senior AI Engineer
Austin, TX · On-site
$140 - $180/hr
... AI solutions ... Build modular APIs, SDKs, and micro‑services to integrate LLMs, RAG pipelines, traditional ML ...
Senior AI Engineer
Austin, TX · On-site
$140 - $180/hr
... AI solutions ... Build modular APIs, SDKs, and micro‑services to integrate LLMs, RAG pipelines, traditional ML ...
Ai Rag information
See Austin, TX salary details
$31.7K - $36.4K
5% of jobs
$36.4K - $41K
5% of jobs
$41K - $45.6K
6% of jobs
$48.4K is the 25th percentile. Wages below this are outliers.
$45.6K - $50.3K
14% of jobs
$50.3K - $54.9K
11% of jobs
The median wage is $56.9K / yr.
$54.9K - $59.6K
21% of jobs
$63.6K is the 75th percentile. Wages above this are outliers.
$59.6K - $64.2K
15% of jobs
$64.2K - $68.8K
11% of jobs
$68.8K - $73.5K
4% of jobs
$73.5K - $78.1K
5% of jobs
$78.1K - $82.8K
3% of jobs
$31.7K
$57.7K
$82.8K
How much do ai rag jobs pay per year?
What are the key skills and qualifications needed to thrive as an AI researcher?
What is the difference between Ai Rag vs Data Analyst?
| Aspect | Ai Rag | Data Analyst |
|---|---|---|
| Required Credentials | Typically a diploma or certification in AI, machine learning, or related fields | Bachelor's degree in statistics, mathematics, or related fields |
| Work Environment | Tech companies, AI startups, research labs | Business, finance, healthcare, and various industries |
| Employer & Industry Usage | Primarily in AI development and research | Across industries for data interpretation and decision-making |
| Common Search & Comparison | Yes | Yes |
Ai Rag and Data Analyst roles share overlapping skills in data handling and analysis, but Ai Rag focuses more on AI-specific applications and machine learning, while Data Analysts concentrate on interpreting data to inform business decisions. Both roles are vital in data-driven industries, with Ai Rag often working in AI development environments and Data Analysts supporting strategic insights across sectors.
What is an AI RAG?
What are common challenges faced by AI RAG engineers when integrating retrieval systems with large language models?

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 25 days ago
Job description
We're seeking a strategic, hands-on VP to lead the design and delivery of our enterprise Generative AI platform. Primary depth required in AWS Bedrock, Azure AI Foundry, Azure OpenAI, and Databricks, with strong skills in IaC authorship, Harness CI/CD, FinOps, and AI-assisted developer tooling. You'll set technical direction, author production-grade constructs, mentor senior engineers, and enable data scientists and application teams to ship Gen AI solutions at scale.
Key ResponsibilitiesAWS Bedrock Platform (Primary)
- Own enterprise Bedrock strategy: model access governance, provisioned throughput, cross-region inference, multi-account architecture
- Operationalize Knowledge Bases, Agents, Guardrails, Prompt Management, Flows, and Model Evaluation
- Lead FM lifecycle across Claude, Nova/Titan, Llama, Mistral, and Cohere
- Design RAG on Bedrock with OpenSearch Serverless, Aurora pgvector, and Kendra
- Optimize consumption: on-demand vs. PT, model routing, prompt caching, token efficiency
Azure AI Foundry & Azure OpenAI (Primary)
- Own Foundry hub/project architecture, model catalog governance, and quota management
- Lead Azure OpenAI patterns (PTU vs. PAYG, capacity planning, content filters) across GPT-4o, GPT-4.1, and o-series models
- Architect RAG/agent workloads with AI Search, prompt flow, and Agent Service
- Implement Content Safety, private networking, Entra ID, CMK, and data residency controls
Databricks & Data-Centric AI (Primary)
- Own Databricks strategy on AWS and Azure: workspace architecture, Unity Catalog, cluster policies
- Lead Mosaic AI adoption: Model Serving, Vector Search, Feature Store, AI Gateway, MLflow
- Architect fine-tuning/pretraining pipelines and lakehouse-native RAG on Delta Lake
- Establish DBU cost controls and serverless governance
Infrastructure as Code & Golden Paths
- Author L2/L3 CDK constructs (TypeScript/Python), Bicep modules, and Terraform for multi-cloud AI infra
- Codify secure-by-default "golden paths" enabling teams to launch Gen AI workloads in hours
- Standardize config-as-code, secrets management, and drift detection
Harness CI/CD
- Own Harness pipelines, templates, and delegates for Bedrock, Azure OpenAI, Foundry, and Databricks Asset Bundles
- Integrate with GitOps, Terraform/CDK/Bicep, OPA policy-as-code, and approval gates
- Establish reference pipelines with linting, security scanning, model eval, and cost checks
Developer Experience
- Champion Claude Desktop, MCP servers, and AI coding assistants (Copilot, Cursor, Claude Code)
- Build internal MCP servers exposing enterprise systems to agentic clients
- Define secure usage patterns for regulated environments; measure productivity impact
Governance & Leadership
- Establish security, compliance, and responsible AI controls (red-teaming, audit logging, guardrails)
- Build observability across CloudWatch, Azure Monitor, Databricks system tables, Grafana, Datadog
- Partner with Data, MLOps, Security, and Application leadership; recruit and mentor a top-tier team
- Bedrock: Knowledge Bases, Agents, Guardrails, Flows, PT; Claude, Nova, Llama, Mistral; RAG and vector stores (OpenSearch, pgvector, Pinecone, Kendra); agent frameworks (Bedrock Agents, LangGraph, Strands)
- Azure AI: Foundry hubs/projects, prompt flow, Agent Service; Azure OpenAI (GPT-4o/4.1, o-series, PTU); AI Search; Content Safety
- Databricks: Mosaic AI, Vector Search, AI Gateway, MLflow, Unity Catalog, Asset Bundles, Delta Lake
- IaC: CDK L2/L3 (TS/Python), Bicep, Terraform (multi-cloud), secrets management
- CI/CD: Harness (YAML pipelines, delegates, templates, GitOps), OPA/Rego, GitHub Actions, Azure DevOps
- FinOps: Token/PTU/DBU governance, tagging, chargeback, capacity planning, token/model optimization
- Dev Tooling: Claude Desktop, MCP server authoring, Claude Code, Copilot, Cursor
- Cloud: Deep AWS + Azure (networking, IAM/Entra ID, private endpoints); Docker/Kubernetes (EKS/AKS); serverless; API design; complementary GCP/Vertex AI
- Data: Delta Lake, Unity Catalog, RAG/fine-tuning data pipelines, governance/lineage
- Observability: CloudWatch, Azure Monitor, App Insights, Grafana, Arize, Datadog
- Languages: Python (primary), TypeScript
- Leadership: Scaling senior teams hands-on, executive communication, owning budgets/roadmaps
- Bachelor's or Master's in CS, Engineering, or IT
- 10+ years in platform/cloud/SRE engineering
- 5+ years hands-on AWS and Azure with production depth in Bedrock, Azure OpenAI/Foundry, and Databricks
- 3+ years in technical leadership or people management
- Financial services or regulated-industry experience strongly preferred
- Published CDK construct libraries, Bicep registries, or Terraform modules consumed enterprise-wide
- Enterprise-scale Harness pipeline authoring and rollout
- Fine-tuning/continued pretraining experience (LoRA, QLoRA, RLHF, DPO) on Mosaic AI, Azure OpenAI, or Bedrock Custom Models
- Model optimization: quantization, distillation, prompt caching, speculative decoding
- PTU/PT capacity planning at scale
- Production MCP servers and Claude Desktop deployments in regulated environments
- Agentic frameworks (Bedrock Agents, Azure AI Agent Service, Databricks Agent Framework, LangGraph, Strands)
- AI safety/guardrail frameworks (Bedrock Guardrails, Azure Content Safety, NeMo, Guardrails AI)
- Measurable FinOps wins (token/DBU/inference cost reduction)
- Open-source contributions (CDK, Terraform providers, MCP)
- Multi-tenant AI platforms with chargeback/showback
- Board/regulator-level presentation experience
- AWS: Solutions Architect Pro, ML Specialty, DevOps Engineer Pro
- Azure: AZ-305, AI-102, AZ-400, OP-100
- Databricks: Data Engineer Pro, ML Pro, or Generative AI Engineer Associate
- GCP: Professional Cloud Architect or ML Engineer (complementary)
- Harness: Certified Expert (CD or Platform)
- Anthropic: Claude Builder or partner credentials
Salary Range:
$120,000 - $202,500 AnnualThe range quoted above applies to the role in the location specified. If the candidate would ultimately work outside of the location above, the applicable range could differ.
Employees are eligible to participate in State Street's comprehensive benefits program, which includes: our retirement savings plan (401K) with company match; insurance coverage including basic life, medical, dental, vision, long-term disability, and other optional additional coverages; paid-time off including vacation, sick leave, short term disability, and family care responsibilities; access to our Employee Assistance Program; incentive compensation including eligibility for annual performance-based awards (excluding certain sales roles subject to sales incentive plans); and, eligibility for certain tax advantaged savings plans.
For a full overview, visit https://hrportal.ehr.com/statestreet/Home.
About State StreetAcross the globe, institutional investors rely on us to help them manage risk, respond to challenges, and drive performance and profitability. We keep our clients at the heart of everything we do, and smart, engaged employees are essential to our continued success.
We are committed to fostering an environment where every employee feels valued and empowered to reach their full potential. As an essential partner in our shared success, you'll benefit from inclusive development opportunities, flexible work-life support, paid volunteer days, and vibrant employee networks that keep you connected to what matters most. Join us in shaping the future.
As an Equal Opportunity Employer, we consider all qualified applicants for all positions without regard to race, creed, color, religion, national origin, ancestry, ethnicity, age, disability, genetic information, sex, sexual orientation, gender identity or expression, citizenship, marital status, domestic partnership or civil union status, familial status, military and veteran status, and other characteristics protected by applicable law.
Discover more information on jobs at StateStreet.com/careers
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Job Application Disclosure:
It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
About State Street
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State Street is one of the largest custodian banks, asset managers and asset intelligence companies in the world. From technology to product innovation, we're making our mark on the financial services industry. For more than two centuries, we've been helping our clients safeguard and steward the investments of millions of people. We provide investment servicing, data & analytics, investment research & trading and investment management to institutional clients.
Industry
Finance and insurance
Company size
10,000+ Employees
Headquarters location
Boston, MA, US
Year founded
1792