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Sr. Applied Scientist
Company | Twitch |
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Location | San Francisco, CA, USA |
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Salary | $150400 – $260000 |
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Type | Full-Time |
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Degrees | Master’s, PhD |
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Experience Level | Senior |
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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.