Related skills
machine learning annotation sops📋 Description
- Own operational quality within the data team
- Establish and maintain a single source of truth on quality metrics for all stakeholders
- Design and maintain annotation and QC frameworks, including failure categories and review processes
- Establish a real-world performance measurement, balancing accuracy and resources
- Monitor and document the performance of external suppliers and contractors
- Create and evolve operational playbooks and SOPs to make sure processes are efficient and effective
🎯 Requirements
- 5+ years of experience in a quality role on production-grade deployment
- Strong analytical and statistical thinking
- Proven experience designing and improving end-to-end workflows and SOPs
- Hands-on, detail-oriented working style and willingness to dive into concrete data, images, and human annotations
- Excellent written and verbal communication skills, including explaining quality concepts to non-experts
- Proven track record of influencing without formal authority in cross-functional, multi-stakeholder environments
Nice to have
- Experience working with annotation vendors, BPOs, or freelance workforces
- Familiarity with computer vision or ML data pipelines
The good stuff
- We are certified as a “Great Place to Work” in 7 countries!
- Smart, people-first culture
- Flexible, office, hybrid or home working
- Innovation hackathons
- Global team outings
- Learning and development opportunities
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