Posted in

Sr. Applied Scientist

Sr. Applied Scientist

CompanyTwitch
LocationSan Francisco, CA, USA
Salary$150400 – $260000
TypeFull-Time
DegreesMaster’s, PhD
Experience LevelSenior

Requirements

  • 6+ years of hands-on industry experience building models for NLP, deep learning, bot detection, anomaly detection or in another practical ML domain.
  • 6+ years experience writing high quality code to ship those models in production systems.
  • Experience owning projects that involve numerous scientists and engineers.
  • Experience working with non-technical stakeholders.
  • Proficiency with ML techniques and best practices for risk or abuse detection.
  • PhD / MSc Degree in Computer Science, Mathematics, Statistics, Physics, Engineering, or similar quantitative field OR equivalent hands on experience.
  • Expertise with: Python and SQL, modern open source ML libraries (Pytorch, Tensorflow, etc.), developing software in AWS or similar cloud-computing services.

Responsibilities

  • Build machine learning products to protect Twitch and its users from abusive behavior such as harassment, spam, and violent or illegal content.
  • Propose, design, and oversee execution for high-impact projects that work backwards from customer problems to develop the right solution for the job. Know when to use a classical ML model versus a state-of-the-art one.
  • Collaborate with Community Health’s engineering and product management team to productionize your models into flexible data pipelines and ML-based services.
  • Help drive science culture on the team by staying up to date and experimenting with new techniques in ML, software engineering, and safety.

Preferred Qualifications

  • PhD with a specialization in Machine Learning.
  • 1+ years of experience working in the Trust and Safety domain (not necessarily as a scientist).
  • Experience communicating with both technical and non-technical partners and stakeholders.
  • Familiarity with Twitch, its business, and its community.