Talent.com
Principal AI Knowledge AI Architect

Principal AI Knowledge AI Architect

FreshworksBellevue, WA, US
30+ days ago
Job type
  • Full-time
Job description

Job Description

Job Description

Company Description

Organizations everywhere struggle under the crushing costs and complexities of “solutions” that promise to simplify their lives. To create a better experience for their customers and employees. To help them grow. Software is a choice that can make or break a business. Create better or worse experiences. Propel or throttle growth. Business software has become a blocker instead of ways to get work done.

There’s another option. Freshworks. With a fresh vision for how the world works.

At Freshworks, we build uncomplicated service software that delivers exceptional customer and employee experiences. Our enterprise-grade solutions are powerful, yet easy to use, and quick to deliver results. Our people-first approach to AI eliminates friction, making employees more effective and organizations more productive. Over 72,000 companies, including Bridgestone, New Balance, Nucor, S&P Global, and Sony Music, trust Freshworks’ customer experience (CX) and employee experience (EX) software to fuel customer loyalty and service efficiency. And, over 4,500 Freshworks employees make this possible, all around the world.

Fresh vision. Real impact. Come build it with us.

Job Description

We are seeking a Principal AI Knowledge AI Architect to design and lead the architecture for next-generation knowledge and RAG systems that enable reasoning-driven AI assistants to deliver precise, contextually relevant answers at scale. This role focuses on advanced RAG pipelines leveraging ontologies, dynamic content ingestion, agentic retrieval, data synchronization with enterprise platforms, and continuous knowledge health monitoring to ensure high-fidelity, trustworthy knowledge delivery.

You will architect the knowledge layer of our AI Agentic Platform, integrating enterprise content repositories, knowledge bases, APIs, and external tools into an agent-driven reasoning and retrieval engine.

Key Responsibilities :

Advanced RAG Architecture

  • Architect and implement multi-layer RAG pipelines leveraging ontologies, semantic graphs, embeddings, and hybrid retrieval strategies.
  • Design agentic RAG workflows where autonomous agents reason about query decomposition, multi-hop retrieval, and context stitching for better factual accuracy.
  • Build hierarchical and ontology-based knowledge graphs to improve entity resolution, semantic search, and contextual reasoning.
  • Optimize retrieval for domain-specific knowledge using structured + unstructured data fusion.

Knowledge Ingestion & Synchronization

  • Lead development of content ingestion pipelines for enterprise sources (Confluence, SharePoint, Google Drive, Salesforce KB, ServiceNow KB, etc.)
  • Design real-time data sync connectors and ETL frameworks to keep knowledge sources fresh and in sync with external systems.
  • Implement document parsing, enrichment, chunking, metadata tagging, and semantic indexing pipelines at scale.
  • Agentic Knowledge & Reasoning Integration

  • Architect agentic knowledge workflows where agents autonomously evaluate, retrieve, and cross-reference multi-source knowledge.
  • Enable agents to invoke external APIs / tools dynamically to complement RAG with transactional or dynamic information retrieval.
  • Integrate multi-modal RAG (text, images, tables, PDFs) into reasoning loops for richer AI responses.
  • Knowledge Quality & Health Monitoring

  • Develop knowledge health check pipelines to automatically validate knowledge freshness, detect stale or redundant articles, and recommend updates.
  • Implement automated knowledge evaluation using LLMs (hallucination detection, coverage analysis, answer accuracy).
  • Define governance policies for knowledge versioning, lifecycle management, and auditing.
  • Scalability, Security & Compliance

  • Architect multi-tenant, enterprise-ready knowledge systems with strict access controls, encryption, and compliance (SOC2, HIPPA, GDPR).
  • Ensure cost-efficient vector database and embedding management strategies (e.g., partitioning, caching, tiered storage).
  • Thought Leadership & Collaboration

  • Mentor engineers on best practices for RAG pipelines, knowledge representation, and semantic search.
  • Work with product leadership to define long-term knowledge strategy for powering enterprise-grade agentic AI assistants.
  • Collaborate closely with LLM engineers on optimizing retrieval-planning-generation loops for factual accuracy and latency.
  • Please note : This is a hybrid role that will be based in San Mateo, CA, or Bellevue, WA, and requires an in-office presence three days per week (Tuesday - Thursday).

    Qualifications

    Required Qualifications

  • 10+ years in software architecture, with at least 3+ years in AI-driven knowledge systems, RAG pipelines, or semantic search
  • Deep expertise in retrieval techniques (vector search, hybrid search, ontology-based retrieval) and knowledge graph design
  • Experience with ontology design and reasoning (OWL, SPARQL, etc.) for enterprise knowledge modeling
  • Proven experience building RAG pipelines with LLMs (OpenAI, Anthropic, LLaMA, etc.) integrated into production systems
  • Strong proficiency in Java & Python and AI / ML frameworks (LangChain, LangGraph, etc.)
  • Knowledge of vector DBs (Pinecone, ElasticSearch, etc.) and graph DBs (Neo4j, etc.)
  • Experience building enterprise knowledge ingestion frameworks from CMS / CRM / ITSM platforms (e.g, Salesforce, ServiceNow)
  • Background in document parsing (OCR, PDFs, HTML), metadata enrichment, and semantic embeddings
  • Expertise in scalable cloud-native architecture (Kubernetes, event-driven microservices, streaming pipelines)
  • Understanding of agentic AI frameworks (LangChain, LangGraph) and their integration with retrieval for reasoning
  • Preferred Qualifications :

  • Familiarity with self-healing knowledge pipelines (auto-detection and repair of broken links, stale knowledge)
  • Strong grounding in AI safety and governance for enterprise knowledge systems
  • Contributes to open-source RAG or knowledge graph frameworks are a plus
  • Familiarity with multi-modal knowledge retrieval (image / document embeddings and cross-modal search)
  • Additional Information

    The annual base salary range for this position is $260,500 - $374,440.

    Compensation is based on a variety of factors including but not limited to location, experience, job-related skills, and level. Bonus / equity may be available.

    Freshworks offers multiple options for dental, medical, vision, disability and life insurances. Equity + ESPP, flexible PTO, flexible spending, commuter benefits and wellness benefits are also offered. Freshworks also offers adoption and parental leave benefits.

    At Freshworks, we are creating a global workplace that enables everyone to find their true potential, purpose, and passion irrespective of their background, gender, race, sexual orientation, religion and ethnicity. We are committed to providing equal opportunity for all and believe that diversity in the workplace creates a more vibrant, richer work environment that advances the goals of our employees, communities and the business.

    Create a job alert for this search

    Ai Architect • Bellevue, WA, US

    Related jobs
    • Promoted
    Content Designer (AI engineer)

    Content Designer (AI engineer)

    AquentRedmond, WA, US
    Full-time
    Are you fascinated by the AI transformation that is well under way? Are you eager to bring your writing skills to help create unprecedented AI-powered experiences for people across the globe? Are y...Show moreLast updated: 30+ days ago
    AI Engineer

    AI Engineer

    Armada SystemsBellevue, Washington, United States, 98005
    Full-time
    Armada is an edge computing startup that provides computing infrastructure to remote areas where connectivity and cloud infrastructure is limited, as well as areas where data needs to be processed ...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Software Engineer, AI

    Senior Software Engineer, AI

    ImprintSeattle, WA, United States
    Full-time
    Imprint is reimagining co-branded credit cards & financial products to be smarter, more rewarding, and truly brand-first. We partner with companies like Rakuten, Booking.H-E-B, Fetch, and Brooks Bro...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Software Engineer (AI / ML)

    Senior Software Engineer (AI / ML)

    Blue Origin LLCSeattle, WA, United States
    Permanent
    Application close date : Applications will be accepted on an ongoing basis until the requisition is closed.At Blue Origin, we envision millions of people living and working in space for the benefit o...Show moreLast updated: 14 days ago
    • Promoted
    Backend AI Platform Engineer

    Backend AI Platform Engineer

    FreshworksBellevue, WA, US
    Full-time
    Organizations everywhere struggle under the crushing costs and complexities of “solutions” that promise to simplify their lives. To create a better experience for their customers and emp...Show moreLast updated: 30+ days ago
    • Promoted
    Founding AI Frontend Developer

    Founding AI Frontend Developer

    Naptha AISeattle, WA, US
    Full-time
    Founding AI Frontend Developer | naptha.We are seeking a talented frontend developer to join our team as a founding member, focusing on rapidly developing and deploying dynamic user interfaces for ...Show moreLast updated: 30+ days ago
    • Promoted
    AIML - Machine Learning Engineer, Foundation Model Services

    AIML - Machine Learning Engineer, Foundation Model Services

    Apple Inc.Seattle, WA, United States
    Full-time
    Work closely with product teams to build production-grade solutions to launch models serving millions of customers in real time. Work alongside Foundation Model Research team to prototype and develo...Show moreLast updated: 30+ days ago
    • Promoted
    AI Product Manager

    AI Product Manager

    Aditi ConsultingRedmond, WA, US
    Full-time
    Summary : As a Principal Product Manager, you will define and execute the AI product strategy for technology that supports Elevate, with a focus on Nonprofit Customers. You will partner closely with ...Show moreLast updated: 4 days ago
    • Promoted
    Machine Learning Engineer, Generative AI Innovation Center

    Machine Learning Engineer, Generative AI Innovation Center

    Byrne DairySeattle, WA, United States
    Full-time
    The Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scient...Show moreLast updated: 24 days ago
    • Promoted
    AI Automation Engineer III

    AI Automation Engineer III

    hackeroneSeattle, Washington, United States
    Full-time
    HackerOne is a global leader in offensive security solutions.Our HackerOne Platform combines AI with the ingenuity of the largest community of security researchers to find and fix security, privacy...Show moreLast updated: 30+ days ago
    GENAI / MACHINE LEARNING AI / DATA Scientist

    GENAI / MACHINE LEARNING AI / DATA Scientist

    Hudson ManpowerIssaquah, WA, US
    Full-time
    I hope this message finds you well.I’m reaching out to share an exciting opportunity that I believe aligns with your experience and expertise in the field for my client. If you are interested, I’d l...Show moreLast updated: 30+ days ago
    • Promoted
    AIML - Machine Learning Engineer - Information Intelligence

    AIML - Machine Learning Engineer - Information Intelligence

    Apple Inc.Seattle, WA, United States
    Full-time
    Seattle, Washington, United States Machine Learning and AI.The Knowledge Quality team is looking for extraordinary Machine Learning engineers to join a team of world-experts on Large-Scale Data Man...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Staff Software Engineer - AI Developer Experience

    Staff Software Engineer - AI Developer Experience

    The Trade DeskSeattle, WA, United States
    Full-time
    The Trade Desk is a global technology company with a mission to create a better, more open internet for everyone through principled, intelligent advertising. Handling over 1 trillion queries per day...Show moreLast updated: 3 hours ago
    • Promoted
    Senior AI / ML Engineer

    Senior AI / ML Engineer

    LHHSeattle, WA, US
    Full-time
    Senior AI / ML Engineer (Remote).Must reside in WA, OR, ID, OH, SC, TX, or FL.K–$180K depending on location.A well-established organization in the insurance and analytics space is seeking a.Thi...Show moreLast updated: 30+ days ago
    • Promoted
    AI Engineer

    AI Engineer

    ArmadaBellevue, WA, US
    Full-time
    Armada is an edge computing startup that provides computing infrastructure to remote areas where connectivity and cloud infrastructure is limited, as well as areas where data needs to be processed ...Show moreLast updated: 30+ days ago
    • Promoted
    Data Engineer / Data Architect

    Data Engineer / Data Architect

    AiritosIssaquah, WA, US
    Full-time
    Data Architects define standards and design the flow of data throughout both the enterprise and the external ecosystem (customers, channels, etc. They work closely with users, systems designers, and...Show moreLast updated: 30+ days ago
    Application Developer with AI experience

    Application Developer with AI experience

    ValiantIQ INCBOTHELL, Washington, USA
    Full-time
    M"> <...Show moreLast updated: 30+ days ago
    Mojang Studios is hiring : AI / Machine Learning Engineer, Minecraft in Redmond

    Mojang Studios is hiring : AI / Machine Learning Engineer, Minecraft in Redmond

    MediabistroRedmond, WA, United States
    Full-time
    At Mojang Studios, the creators of Minecraft, we are on a mission to build a better world through the power of play.Play is at the heart of our work. It informs our development philosophy and the wa...Show moreLast updated: 29 days ago
    • Promoted
    AIML- Machine Learning Engineer, Machine Learning Platform Technologies

    AIML- Machine Learning Engineer, Machine Learning Platform Technologies

    Apple Inc.Seattle, WA, United States
    Full-time
    AIML- Machine Learning Engineer, Machine Learning Platform Technologies.Seattle, Washington, United States Machine Learning and AI. Imagine what you could do here.At Apple, great ideas have a way of...Show moreLast updated: 8 days ago
    • Promoted
    Sr AI Strategist

    Sr AI Strategist

    T Mobile USBellevue, WA, US
    Full-time
    At T-Mobile, we invest in YOU! Our Total Rewards Package ensures that employees get the same big love we give our customers. All team members receive a competitive base salary and compensation packa...Show moreLast updated: 30+ days ago