Machine Learning Researcher

3 weeks ago


San Diego, California, United States Gretel Full time

About Gretel

Gretel is a pioneering developer platform for synthetic data, revolutionizing the way developers work with data.

Our mission is to create a world where data is abundant, accessible, and secure.

We operate remotely, with teams across the US and Canada, fostering a culture of innovation, collaboration, and transparency.

Job Overview

This role offers an exciting opportunity to join our team as a Senior Data Scientist - Private Machine Learning, working at the intersection of differential privacy and machine learning.

You will design and implement cutting-edge DP algorithms, ensuring our products remain industry-leading while maintaining strict privacy standards.

Key Responsibilities

  • Collaborate with Applied Scientists to advance our understanding of DP and its applications to generative models.
  • Develop and optimize DP algorithms for our existing and future products, striking a balance between privacy and utility.
  • Conduct thorough testing and validation of DP models to guarantee robustness and reliability.
  • Stay current with the latest advancements in DP, machine learning, and data privacy regulations.
  • Communicate technical insights and recommendations effectively to diverse stakeholders.

Requirements

  • Masters or Ph.D. in Computer Science, Mathematics, or a related field, with expertise in DP, machine learning, or a related area.
  • Substantial industry experience in implementing DP-based machine learning solutions.
  • Proficiency in programming languages such as Python, R, or Java, and familiarity with ML frameworks like PyTorch or Tensorflow.
  • Exceptional problem-solving skills and adaptability in a dynamic work environment.
  • Superior communication skills, enabling clear explanation of complex technical concepts.

Compensation

This position comes with an annual salary range of $150,000 to $220,000, based on experience.

Furthermore, we provide comprehensive benefits, including health insurance, retirement plans, and paid vacation time.



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