Software Engineer III - Knowledge Representation (Ontology and ML Engineer)
- Ghx
- Remote USA
Job Description
The Software Engineer 3 focusing on Knowledge Representation will play a key role in maintaining GHX’s position at the forefront of AI solutions in Healthcare. This role will be responsible for applying modern methods for knowledge representation including ontology creation that interact with intelligent systems to meet the challenges GHX faces in assuring affordable quality healthcare for all.
This Engineer will define, design and curate the key ontological structures needed in the Health Care Supply Chain using data driven, ML and agentic approaches. They will leverage graph, table, document and vector store capabilities that interact with AI solutions and make sense of diverse internal and external data. This is a key strategic role in GHX’s AI strategy, assuring correct and complete information while supporting explainability and transparency. The role will primarily be focused on the design and implementation of ontology and graphical structures that interact with other data stores as well as AI solutions including generative and rule based. They will join a team that is tasked with leading GHX through a transformational change and solidifying its role as the leader in AI in the Healthcare Supply Chain.
Essential Duties:
- Collaborate with internal and external stakeholders including users, developers, product managers, leadership, etc., to understand needs and challenges and translate these into solutions.
- Design & develop scalable structures and databases to capture, store and query structured, semi-structured and unstructured data.
- Design and maintain ontologies and data architectures to represent complex relationships and entities.
- Integrate graph solutions with other data stores and technologies.
- Leverage LLMs/GenAI and rules engines for data I/O and data curation.
- Multimodal data handling: incorporate text, images, videos, tables, graphs, rules, etc., into the knowledge representation system.
- Proactively explore new techniques and emerging trends to drive adoption of new solutions.
- Develop and maintain software tools to support knowledge representation needs.
- Implement tools for evaluating and monitoring solution performance.
- Invent and deploy novel solutions with maintainable APIs, MCP servers, to suit stakeholder needs.
- Adhere to sound software engineering practices.
Competencies:
- Solid foundational understanding and application of Computer Science principles.
- Proficiency in knowledge graph technologies (e.g. RDF, LPG, SPARQL, Cypher)
- Understanding of data modeling, ontology design, data architecture
- Familiar with LLMs and other machine learning and agentic solutions.
- Familiar with all steps of SDLC and software development best practices.
- Excellent software engineering skills including unit testing, modular problem decomposition, multiple solution integration, etc.
- Fluent with scripting and query languages.
- Requires minimal to no supervision.
Required Qualifications and Skills:
- Greater than 3 years working as a software engineer or data scientist.
- Expertise with one or more Graph query languages (SPARQL, Cypher, Gremlin) and the associated Graph Databases.
- Experience with Tabular (SQL), Document (NoSQL), and Vector/Semantic databases and their interactions with Graph DBs.
- Expertise with Python & SQL.
- Experience with AWS cloud resources (S3, EC2, ECS, Lambda).
- Experience with Docker or other container services.
- Specification and creation of APIs and microservices.
Preferred Qualifications and Skills:
- Computer Science or hard sciences Bachelors degree.
- Passion to stay on the cutting edge in knowledge representation solutions.
- Experience with Generative AI solutions.
- Sense of humor.
Estimated salary range for this position: $91,000 - $121,000
GHX: It's the way you do business in healthcare
Global Healthcare Exchange (GHX) enables better patient care and billions in savings for the healthcare community by maximizing automation, efficiency and accuracy of business processes.
GHX is a healthcare business and data automation company, empowering healthcare organizations to enable better patient care and maximize industry savings using our world class cloud-based supply chain technology exchange platform, solutions, analytics and services. We bring together healthcare providers and manufacturers and distributors in North America and Europe - who rely on smart, secure healthcare-focused technology and comprehensive data to automate their business processes and make more informed decisions.
It is our passion and vision for a more operationally efficient healthcare supply chain, helping organizations reduce - not shift - the cost of doing business, paving the way to delivering patient care more effectively. Together we take more than a billion dollars out of the cost of delivering healthcare every year. GHX is privately owned, operates in the United States, Canada and Europe, and employs more than 1000 people worldwide. Our corporate headquarters is in Colorado, with additional offices in Europe.
Disclaimer
Global Healthcare Exchange, LLC and its North American subsidiaries (collectively, “GHX”) provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, national origin, sex, sexual orientation, gender identity, religion, age, genetic information, disability, veteran status or any other status protected by applicable law. All qualified applicants will receive consideration for employment without regard to any status protected by applicable law. This EEO policy applies to all terms, conditions, and privileges of employment, including hiring, training and development, promotion, transfer, compensation, benefits, educational assistance, termination, layoffs, social and recreational programs, and retirement.GHX believes that employees should be provided with a working environment which enables each employee to be productive and to work to the best of his or her ability. We do not condone or tolerate an atmosphere of intimidation or harassment based on race, color, national origin, sex, sexual orientation, gender identity, religion, age, genetic information, disability, veteran status or any other status protected by applicable law. GHX expects and requires the cooperation of all employees in maintaining a discrimination and harassment-free atmosphere. Improper interference with the ability of GHX’s employees to perform their expected job duties is absolutely not tolerated.
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