13 дней назад
Senior Software Engineer (Machine Learning)
369 750 - 573 750$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer (Machine Learning) (ML/LLM/Computer Vision): Building recommendation models, online serving APIs, and semi-automatic annotation pipelines for Roku's video and voice products with an accent on deep learning, natural language understanding, and video intelligence. Focus on researching LLM and computer vision applications, retraining and evaluating models, and launching research ideas into production.
Location: San Jose, United States; hybrid schedule with office work generally required Monday through Thursday and flexible remote work on Fridays
Salary: $369,750–$573,750 annual salary for California
Company
is a public streaming platform that connects viewers, content publishers, and advertisers through television products and services.
What you will do
- Build recommendation models for video recommendations.
- Develop APIs for online recommendation model serving.
- Research and apply LLMs, computer vision models, image classification, and video understanding.
- Design semi-automatic annotation techniques for natural language understanding models.
- Retrain and evaluate machine learning and deep learning models using semi-automatically annotated data.
- Collaborate with engineering and product teams to launch research ideas in products and document the work through design documents, demos, and presentations.
Requirements
- Master’s degree or foreign equivalent in Computer Science or a related field.
- At least 2 years of experience as a Data Scientist, Research Engineer, Technical Lead, or in a related position.
- Python programming and object-oriented programming.
- Knowledge of supervised, unsupervised, reinforcement, and deep learning, plus computer vision, natural language processing, LLMs, and common algorithms.
- Experience with PyTorch, TensorFlow, SQL, version control, testing, and documentation.
- Knowledge of linear algebra, calculus, probability, and statistics.
Culture & Benefits
- Collaborative, inclusive, and fast-paced working environment.
- Health insurance, equity awards, life and disability insurance, parental leave, wellness benefits, and paid time off.
- Access to mental health and financial wellness support.
- Retirement options, including 401(k) or pension plans depending on location.
- Reasonable accommodations and adjustments are available during the hiring process.
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