Senior ML Engineer, Safety & Trust for Gaming

Discord; San Francisco (CA); In loco; USD 220.000 - 248.000; Tempo pieno

Descrizione del lavoro

Discord is seeking an experienced Senior Machine Learning Engineer to join our Safety ML team in San Francisco. You will help build and deploy models for content understanding, risk evaluation, and account integrity, collaborating with product, engineering, policy, legal, and Trust and Safety.

You’ll analyze data, iterate on models, deploy to production, and document approaches while applying best practices.

Competenze

• 4+ years of experience in ML engineering or applied ML roles.
• Strong coding skills in Python and fluency in ML frameworks such as PyTorch, JAX, or TensorFlow.
• Experience building performant machine learning systems at scale and have driven the execution of projects from ideation to production.
• Ability to think from first principles, approaching complex problems with creativity, clear reasoning, and pragmatic solutions.
• A growth mindset: seeking feedback, reflecting on decisions, and continuously improving.
• Excellent communication and collaboration skills, with a history of partnering effectively across engineering, data science, legal, policy, and product teams.
• Bachelor’s or Master’s degree in Computer Science, Machine Learning, Statistics, or a related field (Physics, Math, Operations Research, etc.)

Mansioni

• Analyze data to identify risk patterns and inform the design of machine learning models.
• Build, iterate on, and evaluate models that detect risk and anomalous behavior.
• Work with product, engineering, legal, and Trust and Safety partners to deliver effective ML solutions.
• Work with partner teams in Trust & Safety to curate golden label sets at scale and improve data labeling techniques for model training.
• Deploy models into production systems, writing backend code as needed to ensure scalability and reliability, and monitor performance.
• Document modeling approaches and systems, and apply current machine learning best practices.

Conoscenze

Python programming

First principles thinking

Growth mindset

Communication & collaboration

ML engineering experience

Formazione

Bachelor’s or Master’s degree in Computer Science or related field

Strumenti

PyTorch

JAX

TensorFlow

Production ML systems

Descrizione del lavoro

Discord is seeking an experienced Senior Machine Learning Engineer to join our Safety ML team in San Francisco. You will help build and deploy models for content understanding, risk evaluation, and account integrity, collaborating with product, engineering, policy, legal, and Trust and Safety.

You’ll analyze data, iterate on models, deploy to production, and document approaches while applying best practices.