Senior Software Engineer, Machine Learning
Roku
about 1 month ago
Bengaluru, India
Senior
H1B Sponsor
Responsibilities
- Apply state-of-the-art ML techniques for content recommendations.
- Run online A/B tests and analyze results against business KPIs.
- Collaborate with engineering and cross-functional teams to translate business needs into technical specifications.
- Nurture the ML ecosystem for scalability and developer velocity.
- Train and mentor new team members.
Requirements
- 5+ years of experience applying Machine Learning to large-scale problems.
- Strong computer science fundamentals and algorithm writing skills.
- Solid understanding of Data Science and ML fundamentals.
- Familiarity with NLP approaches like W2V or Bert.
- Good understanding of system architecture.
- Experience with big data technologies such as streaming architecture and data pipelines.
- Bachelor's degree in Computer Science, Statistics, or related field.
Benefits
- Comprehensive benefits package including healthcare, life, and retirement options.
- Global access to mental health and financial wellness support.
- Flexible work arrangements with a hybrid work approach.
- Time off for vacation and personal reasons.
Tech Stack
Apache AirflowApache SparkJavaPythonScala
Categories
AI & MLData Science