Machine Learning Engineers

Overview

Jobs for Humanity is collaborating with Upwardly Global and with Tiktok to build an inclusive and just employment ecosystem. We support individuals coming from all walks of life. Company Name:
Tiktok

Senior Research Engineer, Machine Learning
Privacy
San Jose
Regular
R D
Machine learning
Job : M1758

• Participate in the construction of a multi-party joint modeling and data analysis platform
• Work with product teams to understand key privacy requirements from Tik Tok product family and convert research outcomes into technical solutions and product prototypes
• Work with research teams for complex experiments requiring optimized algorithms running on large datasets or sophisticated data processing
• Build open-source tools and infrastructure for privacy related research and engage with community contributors in external events including meetups, hackathons, summits

• Minimum Requirements:
  • PhD or Master’s degree in Computer Science or a related field, or 3+ years of experience working in related fields
  • Familiar with federated learning / distributed machine learning algorithms and experienced in federated learning frameworks and applications development
  • Familiar with machine learning and deep learning frameworks, like Tensor Flow, Pytorch, JAX
  • Interest in privacy-enhanced techniques (PET) and related technical domains, including data and identity anonymization, differential privacy, secure multi-party computation, federated machine learning, on-device machine learning, interpretable AI, privacy-preserving technology for LLMs or foundation models, privacy-preserving regulation technology, etc.
  • Proficiency in at least one of the following programming languages:
    Go, C++, Python, Rust, Java
  • Ability to work globally and collaboratively within a team

Tik Tok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At Tik Tok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.

Tik Tok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at (Use the "Apply for this Job" box below)./cdpT2

Compensation Description (annually):
The base salary range for this position in the selected city is $194,000 - $355,000 annually. Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.

Our company benefits are designed to convey company culture and values, to create an efficient and inspiring work environment, and to support our employees to give their best in both work and life. We offer the following benefits to eligible employees:

• We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match
• Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans
• Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care
• 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability
• Mental and emotional health benefits through our EAP and Lyra
• 401K company match, gym and cellphone service reimbursements

The Company reserves the right to modify or change these benefits programs at any time, with or…