Staff Machine Learning Engineer
$261,000–$261,000 year
On-siteMountain View Santa Clara County, California, United States
Job Summary
Drive end-to-end engineering and machine learning methods for high-ambiguity, large-scale systems, building models, conducting experiments, and deploying them into production. Establish scalable, automated processes for data analysis, model validation, and serving while presenting results to leadership. Mentor junior engineers and partner teams to uplevel ML talent across the company. This Staff Machine Learning Engineer role focuses on enabling growth marketing platforms, including targeting, personalization, and budget optimization, to increase customer frequency and lifetime value.
Required Qualifications
- Bachelor's degree in Computer Science, Electrical Engineering, Math, or a closely related field
- 8 years working experience in the engineering teams that build large-scale ML- driven user-facing products
- Demonstrated experience in building and maintaining highly available, distributed systems
Desired Qualifications
- Experience in working on, backend and ML systems for large-scale user-facing products, and have a good understanding of how they all work.
- Experience in closely collaborating with other engineering teams to ship new ML technologies.
- The ideal candidate will possess the self-motivation, curiosity, creativity and initiative to achieve goals.
- Extensive knowledge in deep learning
- Experience with state of the art ML modeling techniques and approaches like transformers, self supervised pre-training, generative modeling, LLMs, etc.
- Hands-on experience training and applying models at scale.
- Proficient coding skills in Java, C++ or Python
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