Senior Manager, Machine Learning (Data Operations)
Coalition, IncAny location, United States · Senior
$134,400 – $200,000
Listed on Coalition, Inc’s own careers site. You apply with them directly — we never stand between you and the employer.
What this role is
This role owns the quality and methodology of machine learning training data at Coalition, designing annotation frameworks, managing the labeling platform, and overseeing outsourced vendors to ensure datasets meet production standards. It suits someone with deep expertise in data labeling operations who wants to be the linchpin between ML teams and data quality, with full accountability for how well models can learn from their training data.
Our summary, not Coalition, Inc’s wording. The full posting is on their site.
Skills this role names
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What they ask for
Required
- 5+ years in ML data operations, data labeling, or related field
- Deep understanding of annotation quality frameworks including IAA, consensus labeling, and gold standard evaluation
- Direct experience managing labeling platforms
- Track record managing outsourced labeling vendors or BPOs for ML data production
- Familiarity with common ML labeling tasks such as text classification, NER, document extraction, and intent detection
Nice to have
- Experience with Label Studio specifically
- Python and SQL proficiency
- Experience building tooling around labeling workflows or quality measurement
- Experience in insurance, cybersecurity, or fintech