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Roku

Senior Machine Learning Engineer, Content Platform

Roku
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about 2 hours ago
Bengaluru, IndiaSenior
H1B Sponsor

Responsibilities

  • Build and own the next generation of content knowledge platforms and algorithms.
  • Design and implement advanced Machine Learning models for various tasks.
  • Develop and maintain Deep Learning models for data quality checks and content tagging.
  • Implement KPI measurement frameworks to evaluate model performance.
  • Create products that provide exceptional user experiences while meeting performance and security requirements.

Requirements

  • 7+ years of experience applying Machine Learning and GenAI at large scale.
  • Strong computer science fundamentals and algorithm design skills.
  • Expertise in machine learning fundamentals, including deep generative models and transformers.
  • Familiarity with NLP and Vision-based approaches.
  • Experience in big data systems and programming languages like Java, Scala, or Python.
  • Track record of building in-production Machine Learning systems.
  • Knowledge of system architecture and big data technologies.
  • MS in Computer Science, Statistics, or a related field required; Ph.D. 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

Apache AirflowApache FlinkApache KafkaApache SparkJavaPythonScala

Categories

AI & MLData Science