Open Skills Management Tool (OSMT) vs retrain.ai

Open Skills Management Tool (OSMT) helps organizations create and share open libraries of skills for education and hiring. It uses the Rich Skill Descriptor standard, pairing skill statements with metadata such as keywords, occupation codes and alignments. Users can search, write, edit, organize and publish skills and collections, with branded hosting available for skills definitions. OSMT is open source under the Apache 2.0 license and can be self-hosted; it is listed for web, API, Linux, macOS and Windows use. Skills can be batch-imported from CSV, and published skills or collections can be exported in that format. The project supports OAuth2, including Okta and Google, and defines Admin, Curator and Viewer roles with different permissions. Its API supports anonymous searching and UUID filtering for skills. The local Quickstart is intended for evaluation, and its database should be treated as temporary; production deployment can vary by organization. Support is available through the open-source community, GitHub discussion forum, documentation and issue tracker.

retrain.ai is an AI-powered Talent Intelligence Platform for workforce planning and HR decisions. Its Skills Architecture module brings skills language together, identifies workforce capabilities and gaps, and supports forecasting. The talent acquisition platform matches candidates to roles using skills and aptitudes while masking titles, degrees and other potential bias factors. Talent management tools map employee skills to open roles, upskilling options and career pathways. Its REST API returns JSON and documents skills extraction, skills similarity and role insights. The harmonized taxonomy contains more than 40,000 skills gathered from job postings, public profiles, resumes and courses. The platform is described as integrating with HCM, ATS, talent acquisition, talent management, and learning and development systems; named integrations include SAP SuccessFactors, Workday, Oracle HCM, Cornerstone, Greenhouse, Comeet and iCIMS. The company describes its AI as explainable and ethical, and says personal-data collection and processing are limited with internal access restricted. The platform is available on web and through an API. Prospective customers can request a demo or walkthrough; pricing is on request.