Knowledge Engineer
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Knowledge Engineer translating Avalon’s diagnostic intelligence expertise into business glossaries, semantic models, and AI context artifacts. Auditing agent accuracy and building reporting for healthcare stakeholders.
Responsibilities:
- Partner with business owners, clinical subject matter experts, and operational leaders to elicit and document data, business rules, processes, and decision logic
- Produce current-state and future-state process documentation, workflow maps, and decision trees
- Translate business, clinical, and regulatory requirements into business glossaries, metric and metadata definitions, taxonomies, semantic models, and decision rules
- Contribute to Snowflake semantic views, verified queries, and metadata used by Cortex AI and Snowflake Intelligence
- Coordinate unstructured and semi-structured content for AI-agent ingestion, chunking, and retrieval
- Reconcile conflicting definitions, naming, and business logic across departments to establish a source of truth
- Define and document agent scope, guardrails, and escalation paths
- Design and maintain SQL-based audit logic, evaluation sets, and gold-standard question-and-answer pairs
- Audit agent outputs, identify defects, perform root-cause analysis, and remediate underlying context
- Build reporting and dashboards in Power BI, Tableau, or Streamlit
- Maintain a versioned, auditable knowledge base with change management, lineage, and business ownership
- Collaborate with Snowflake engineers on data ingestion, structure, and access requirements
- Identify opportunities to reduce manual effort through agentic and automation capabilities
- Assist with pilots, proofs of concept, and production releases of AI agents and knowledge-driven applications
- Develop training materials and lead sessions for business users
- Collaborate on multiple projects while applying analytical, organizational, and detail-oriented skills
Requirements:
- Extensive experience eliciting requirements and documenting business processes, business rules, reporting logic, and data definitions with non-technical and clinical stakeholders
- Ability to translate complex clinical, operational, and regulatory requirements into practical, well-documented solutions
- Strong, hands-on SQL skills for profiling, querying, auditing, and validating data independently
- Experience developing audit, quality measurement, or defect identification logic
- Experience creating process flow, workflow, and current-state/future-state documentation
- Experience building reporting or dashboards using Power BI, Tableau, or SSRS
- Superior written communication and documentation skills
- Excellent facilitation and interviewing skills
- Working understanding of large language models and agentic AI concepts
- Ability to work with ambiguity, structure undefined problems, and drive decisions to closure
- Desire to learn new software, techniques, and methods
- Preferred: healthcare experience in pharmacy, managed care, health plans, hospitals, or pharmaceuticals
- Preferred: experience with medical and lab claims, lab results, eligibility, utilization management, or prior authorization data and workflows
- Preferred: experience with Snowflake, semantic views, Cortex AI, and Snowflake Intelligence
- Preferred: experience building business glossaries, taxonomies, ontologies, semantic models, metadata catalogs, or knowledge graphs
- Preferred: experience with prompt design, retrieval-augmented generation, or AI evaluation frameworks
- Preferred: experience in data governance, master data management, or data stewardship
- Preferred: experience designing or delivering training, enablement, or knowledge transfer programs
- Preferred: experience with HEDIS, Stars, NCQA, or URAC quality reporting/accreditation programs
- Preferred: background in management information systems, healthcare or clinical informatics, information science, or business process analysis
- Preferred: experience with advanced analytics
Benefits:
- Eligible for remote work
- Quarterly travel required to Avalon’s corporate office in Tampa, Florida
Similar Jobs
Senior ASIC Verification Engineer
Senior ASIC Verification Engineer validating UVM-based SoCs for Cornelis Networks, which develops high-performance AI and HPC networking solutions. Driving verification strategy, coverage closure, and first-pass silicon success.
Renewable Performance Engineer
Renewable Performance Engineer assessing solar and battery energy performance for Sargent & Lundy’s consulting clients. Supporting due diligence, project financing, and technical optimization.
IT Project Engineer
Remote Project Engineer delivering server, network, cloud, and security implementations for FusionTek, a managed service provider. Supporting project managers and mentoring technical teams.
Lead Roadway Engineer
Lead roadway engineer delivering CDOT and local-agency transportation projects across Colorado. Leading roadway design, PS&E deliverables, QA/QC, mentorship, and client coordination.
Senior Platform Development Engineer
Senior Platform Development Engineer scaling Best Buy Canada's self-service cloud platforms. Automating infrastructure, CI/CD, Kubernetes operations, reliability, and developer workflows.
Refining and Petrochemical Process Optimization Engineer
Implementation Engineer building AI models to optimize live refinery and petrochemical plants. Commissioning closed-loop systems, training operators, and guiding customer implementations.
Detection Engineer, German-speaking
Detection Engineer improving Sekoia SIEM/SOAR setups for S-PRO’s software consulting clients. Analyzing detections, enriching data, and implementing security integrations.
Ingeniero/a OpenShift, OpenStack
Ingeniero/a OpenShift/OpenStack administrando plataformas de contenedores y cloud privada para Logicalis Spain. Gestión de clústeres, automatización CI/CD, troubleshooting e infraestructura OpenStack.
Senior RDMA Performance Engineer
Senior RDMA Performance Engineer validating SONiC and NVIDIA Spectrum AI data-center networks for CodiLime. Optimizing RDMA performance, congestion control, benchmarking, and network automation.
Ingeniero/a de Proyectos – Especialidad Electricidad
Ingeniero eléctrico desarrollando documentación y soluciones técnico-económicas para proyectos mineros multidisciplinarios. Trabajo remoto con visitas ocasionales a terreno dentro de Chile.
Ingeniero de Proyecto – Especialidad Instrumentación, Ingeniero/a Civil Electrónico
Ingeniero Civil Electrónico desarrollando documentación y soluciones de control e instrumentación para proyectos mineros. Trabajo remoto con levantamientos y viajes eventuales dentro de Chile.
Lead Substation Engineer
Lead substation engineer designing transmission, distribution, and renewable-energy infrastructure for AECOM. Providing technical leadership across utility projects, grid modernization, and construction support.
Senior Snowflake Engineer
Senior Snowflake Engineer building scalable pipelines and analytics data platforms for Lateral’s client products. Optimizing Snowflake, SQL, ingestion, modeling, quality, and delivery.
Interview Engineer
Interview Engineer facilitating technical interviews for Karat, which supports developer hiring worldwide. Evaluating coding skills, technical knowledge, and candidate performance through its interview platform.
Interview Engineer
Interview Engineer facilitating technical interviews and evaluating developers for Karat's hiring platform. Collaborating on interview content, processes, and products.
Interview Engineer
Interview Engineer facilitating software interviews for Karat's global technical hiring platform. Evaluating coding skills and collaborating on interview content, processes, and products.
Interview Engineer
Contract Interview Engineer facilitating technical interviews and evaluating software developers for Karat. Collaborating on inclusive hiring processes, content, and platform improvements.
Interview Engineer
Interview Engineer facilitating coding and technical interviews for Karat, which supports software engineering hiring. Evaluating candidates and partnering on interview content, processes, and products.
Interview Engineer
Interview Engineer facilitating technical interviews and evaluating developers through Karat's platform. Contract opportunity for candidates based in Kenya.
Interview Engineer, Japan
Contract Interview Engineer facilitating technical interviews and evaluating developers through Karat’s platform. Creating objective, inclusive hiring processes for software teams.