Differential Privacy Engineer

3 weeks ago


San Diego, California, United States Gretel Full time

About Gretel

Gretel is a developer platform for synthetic data. Our mission is to build the world's first synthetic data platform.

We are a remote company with employees across the US and Canada. Our culture is highly collaborative, innovative, and transparent.

We believe in providing autonomy, tools, and trust to our employees, allowing them to act like owners.

Job Description

A Senior Data Scientist - Private Machine Learning will be responsible for designing, developing, and implementing differentially private machine learning algorithms into our existing and future products.

The ideal candidate will have a strong background in differential privacy, machine learning, and programming languages such as Python, R, or Java.

Responsibilities

  • Collaborate closely with Applied Scientists to understand the nuances of DP and its applications to generative models.
  • Design, develop, and implement DP algorithms into our existing and future products.
  • Optimize the performance of DP techniques in a production environment, balancing privacy guarantees with practical utility and efficiency.
  • Develop adversarial attacks and privacy auditing mechanisms.
  • Conduct rigorous testing and validation of DP models to ensure robustness and reliability.
  • Stay up to date on the latest developments in DP, machine learning, and data privacy regulations to ensure our products are compliant and industry-leading.
  • Document and communicate technical findings and recommendations to both technical and non-technical stakeholders.

Qualifications

  • Masters or Ph.D. in Computer Science, Mathematics, Engineering, or a related field, with a focus on Differential Privacy, Machine Learning, or a related area.
  • Proven industry experience in implementing differentially private machine learning algorithms.
  • Proficient in programming languages such as Python, R, or Java, and familiar with ML frameworks like PyTorch or Tensorflow.
  • Excellent problem-solving skills and ability to work in a fast-paced, dynamic environment.
  • Strong communication skills, with the ability to translate complex technical concepts into easy-to-understand language.

Benefits

We offer competitive salaries, ranging from $120,000 to $180,000 per year, depending on experience.

Additionally, we provide comprehensive benefits, including medical, dental, and vision insurance, 401(k) matching, and paid time off.



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