download pdf
software engineerthe default for backend, product engineering, internal tools, and integrations.download pdf ↓data-platform engineerdata pipelines, platform infrastructure, and engineering-focused analytics.download pdf ↓AI & research toolingAI-product and research software, with independent language-model experiments and simulation tooling.download pdf ↓
about these versions
the three PDF versions retain the same professional record. the project evidence and technical emphasis differ. view the data science / applied ML evaluation draft ↗