about 2 hours ago
Responsibilities
- Design and develop software and algorithms for Roku’s entertainment assistant.
- Create software components for high-availability and high-performance cloud solutions.
- Take end-to-end responsibility from developing proof of concepts to production.
- Utilize a strong programming background to build large-scale production systems.
- Solve complex problems and tackle intellectual challenges.
- Collaborate with cross-functional teams to achieve project goals.
- Contribute new ideas and evaluate multiple solutions with peers.
Requirements
- 5+ years of industry experience or an advanced degree with 3+ years in ML/AI and NLU.
- Experience with big data systems like Spark, EMR, S3, and Airflow.
- Proficiency in programming languages such as Java, Python, or C++.
- Strong understanding of machine learning fundamentals including regression and neural networks.
- Hands-on experience in building challenging production systems.
- Familiarity with deploying and maintaining machine learning models.
- Experience with advanced techniques like LLM and generative AI.
- Experience in building in-production NLU and/or ASR systems.
- Bachelor's Degree preferred.
Benefits
- Global access to mental health and financial wellness support.
- Comprehensive healthcare benefits including medical, dental, and vision.
- Retirement options such as 401(k)/pension.
- Support for taking time off in accordance with local leave policies.
Tech Stack
Categories
AI & MLData Science