Search & Conversational AI Tech Lead

Iconma LLC
  • Charlotte, NC
    6 days ago

    Job Description

    Our Client, a Business Manufacturing and Supply company, is looking for a Search & Conversational AI Tech Lead for their Charlotte, NC location.

    Responsibilities:

    • Lead the design, build, tuning and operation of the search layer of the client's website. The role delivers secure, grounded, and supportable conversational search using Lucidworks Fusion.

    • Translate customer and business needs into scalable index and query pipelines across web, content, commerce, and AI platforms.

    • Search Platform and Retrieval Engineering

    • Design and implement collections, schemas, connectors, index/query pipelines, query profiles, and REST API integrations in Lucidworks Fusion or an equivalent platform.

    • Build and tune lexical, semantic, vector, and neural hybrid retrieval, including embeddings, blend weights, thresholds, boosting, filters, facets, synonyms, and fallback behavior.

    • Use signals and behavioral data to improve relevance, recommendations, personalization, and popular or successful results.

    • Create relevance benchmarks, automated regression tests, citation and grounding tests, latency targets, and per-query cost measures.

    • Troubleshoot ingestion, indexing, Solr, Kubernetes/AWS, APIs, pipelines, model endpoints, and front-end integrations.

    • Conversational Search and Generative Ai

    • Engineer single-turn and multi-turn search flows with intent recognition, entity extraction, query rewriting, clarification, and session context.

    • Implement grounded RAG that retrieves approved sources, cites evidence, and suppresses or falls back when evidence or confidence is insufficient.

    • Integrate with enterprise LLM services and Client AI Gateway using prompt controls, model configuration, rate limits, error handling, latency budgets, and cost governance.

    • Tune experiences for product numbers, specifications, availability, certificates, manuals, application notes, and related support content.

    • Apply guardrails for transactional or product-SKU queries, low-confidence grounding, and zero-result scenarios.

    • Integration, Delivery, and Operations

    • Partner with AEM and front-end engineers to deliver accessible search results, conversational answers, follow-up suggestions, and facets aligned with the Client Design System.

    • Manage Fusion configuration as code through GitLab, peer review, automated testing, and CI/CD practices.

    • Instrument click-through, zero-result, no-click, reformulation, abandonment, task completion, latency, and pipeline-health metrics.

    • Produce architecture diagrams, deployment documentation, runbooks, configuration standards, and knowledge-transfer materials.

    • Work with security, privacy, legal, architecture, product, content, and business teams on access controls, data handling, AI guardrails, and release readiness.

    • Participate in Client AI-DLC and Agile delivery cadence.

    Requirements:

    • Bachelor's degree in Computer Science, Information Systems, Engineering, Data Science, or a related discipline, or equivalent practical experience.
    • 5+ years in search engineering, information retrieval, or enterprise application development, with substantial experience in Lucidworks Fusion or comparable platforms such as Solr/Lucene, Elasticsearch/OpenSearch, Algolia, Vespa, or Azure AI Search.
    • Hands-on knowledge of schemas, analyzers, tokenization, synonyms, faceting, boosting, filtering, relevance scoring, query debugging, connectors, signals, custom pipeline stages, and REST APIs.
    • Practical experience with semantic search, embeddings, approximate nearest-neighbor retrieval, neural hybrid ranking, relevance evaluation, RAG, grounding, prompt design, citations, guardrails, and fallback patterns.
    • Experience with multi-turn context, session design, intent classification, and entity extraction.
    • Experience deploying or operating search workloads in AWS and Kubernetes, including observability and production troubleshooting.
    • Proficiency in Java and/or Python, JSON, HTTP APIs, Git, automated testing, and CI/CD.
    • Ability to convert customer journeys and business requirements into technical designs, backlog items, acceptance criteria, and measurable outcomes.
    • Clear communication with technical and nontechnical stakeholders; able to work independently, prioritize competing work, resolve ambiguity, and transfer knowledge

    Preferred Qualifications

    • Lucidworks Fusion 5.x implementation, upgrade, or administration experience in a self-hosted environment.
    • Experience with Fusion AI, RAY, Learning-to-Rank, Relevance Workbench, Analytics Studio, Commerce Studio, A/B testing, or equivalent capabilities.
    • Integration experience with AEM as a Cloud Service, commerce, product catalogs, digital assets, or certificate/document services.
    • Knowledge of Redis or another session store; multilingual search; part-number/SKU handling; permissions-aware retrieval; and structured/unstructured content blending.
    • Experience in compliance-sensitive or document-intensive environments, plus familiarity with accessibility, privacy, secure AI development, responsible AI, and production monitoring.
    • Relevant search, cloud, or AI certifications.

    Why Should You Apply?

    • Health Benefits
    • Referral Program
    • Excellent growth and advancement opportunities

    Numbers & Facts

    LocationCharlotte, NC

    Skills

    • A/B Testingunmatched
    • Access Controlunmatched
    • Administrative Skillsunmatched
    • Agile Programming Methodologiesunmatched
    • Amazon Web Services (AWS)unmatched
    • Apache Luceneunmatched
    • Application Programming Interface (API)unmatched
    • Artificial Intelligence (AI)unmatched
    • Benchmarkingunmatched
    • Budgetingunmatched
    • Cadenceunmatched
    • Cloud Computingunmatched
    • Communication Skillsunmatched
    • Computer Scienceunmatched
    • Configuration Managementunmatched
    • Content Structureunmatched
    • Continuous Deployment/Deliveryunmatched
    • Continuous Integrationunmatched
    • Customer Conversionunmatched
    • Data Scienceunmatched
    • Elasticsearchunmatched
    • Enterprise Applicationsunmatched
    • Error Handlingunmatched
    • Establish Prioritiesunmatched
    • Gitunmatched
    • HTTP (HyperText Transport Protocol)unmatched
    • Health Planunmatched
    • Identify Issuesunmatched
    • Information Retrievalunmatched
    • JSONunmatched
    • Javaunmatched
    • Legalunmatched
    • Manufacturingunmatched
    • Microsoft Windows Azureunmatched
    • Multilingualunmatched
    • Privacy Controlsunmatched
    • Production Controlunmatched
    • Python Programming/Scripting Languageunmatched
    • REST (Representational State Transfer)unmatched
    • Redisunmatched
    • Regression Testingunmatched
    • SOLRunmatched
    • Semantic Searchunmatched
    • Software Developmentunmatched
    • Stock Keeping Unit (SKU)unmatched
    • Systems Engineeringunmatched
    • Technical Leadershipunmatched
    • Technical/Engineering Designunmatched
    • Test Automationunmatched
    • Traffic Shapingunmatched
    • User Interface/Experience (UI/UX)unmatched
    • Website Conversionunmatched

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