Senior Software Engineer, Machine Learning

Roku

3 months ago

Bengaluru, India

Senior / Staff+

H1B Sponsor

Responsibilities

Develop scalable and effective machine-learning models and optimization strategies for Ads.
Run regular A/B experiments, gather data, and perform statistical analysis.
Collaborate with software engineers and other ML engineers to deliver end-to-end solutions.
Enhance the scalability, efficiency, and automation of ML-driven ad serving systems.
Partner with senior stakeholders to plan and drive the ML strategy for Ad Serving.

10+ years of experience building models for business applications.
Master's degree or higher in CS, CE, ML, or a related field with 4+ years of experience.
Strong computer science fundamentals and ability to write algorithms.
Experience developing and implementing deep learning algorithms, especially in computer vision.
Good understanding of data science and machine learning fundamentals.
Ability to identify the right KPIs and objective functions.
Knowledge of programming languages such as C/C++, Python, Java, or Perl.
Publications at top-tier peer-reviewed conferences or journals are preferred.
AI growth mindset and AI literacy.

Comprehensive benefits including mental health and financial wellness support.
Local benefits may include healthcare, life, accident, disability, and retirement options.
Employees can take time off for vacation and personal reasons.

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