Machinify, Inc.

Staff Data Scientist, Content Gen

Machinify, Inc.

full-time

Posted on:

Location Type: Remote

Location: California • United States

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Job Level

Lead

About the role

  • Build and ship classical ML and GenAI pipelines that surface, rank, and explain candidate billing error, audit, and fraud concepts across large-scale healthcare claims data
  • Advance state-of-the-art research in anomaly detection, information retrieval, and weak supervision, turning research into robust production systems
  • Accelerate concept generation and concept validation with SMEs by designing human-in-the-loop workflows that enable high-throughput review with strong precision, recall, and traceability
  • Own end-to-end delivery from problem framing and data strategy to model development, evaluation, deployment, and monitoring, with a focus on reliability and customer outcomes
  • Partner cross-functionally with Product, Data Engineering, Operations, SMEs, and business leaders to prioritize work, unblock execution, and unlock material financial value
  • Help scale the team and platform as Machinify grows aggressively toward resale and IPO readiness

Requirements

  • Degree in Computer Science, Engineering, or a related field
  • 10+ years of data science experience, with at least 5 years in a leadership role, including a leadership role at a start-up. Proven track record of managing data teams and delivering complex, high-impact products from concept to deployment
  • Strong knowledge of data privacy regulations and best practices in data security
  • Exceptional team management abilities, with experience in building and leading high-performing teams
  • Ability to think strategically and execute methodically
  • Ability to drive change and inspire a distributed team
  • Strong problem-solving skills and a data-driven mindset
  • Ability to communicate effectively, collaborating with diverse groups to solve complex problems
  • You embrace challenges with optimism and a balanced, and bring a business-oriented approach to product development
  • You prioritize customer impact, ensuring your work significantly advances our product value.
Benefits
  • A flexible and trusting environment where you'll feel empowered to do your best work.
  • Work from anywhere in the US! Our team is distributed and most of us work from home.
  • Hardworking and supportive colleagues, and a leadership team that understands the importance of recruiting and retaining top talent.
  • Incredible medical, vision, and dental benefits for employees & their families.
  • Competitive salary and equity, 401(k) sponsorship.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learninggenerative AIanomaly detectioninformation retrievalweak supervisiondata strategymodel developmentdata evaluationdata monitoringdata science
Soft Skills
team managementstrategic thinkingexecutionchange managementinspirationproblem-solvingeffective communicationcollaborationcustomer impactoptimism