Senior Research Scientist (Multiple Positions)

ByteDance

ByteDance

San Jose, CA, USA
Posted on Wednesday, May 1, 2024
Senior Research Scientist (Multiple Positions)
San Jose Regular R&D Job ID: A10741
Responsibilities
- Develop and iterate new algorithms for a large scale recommendation system in Neural Architecture Search (NAS). - Develop gating/sampling Neural Architecture Search (NAS) for Sparse Models such as fine-sort, rough sort, and search ads. - Draft technical contributions, patent applications and academic papers. - Publish scientific research achievements to peer-reviewed journals or conferences, present results to worldwide researchers in relevant fields. - Mentor junior research scientists and interns.
Qualifications
Must have a PhD in Computer Science, Engineering (any), Machine Learning, Mathematics, Statistics, Data Science, Data Analytics, or a related field, and 2 years of related work and/or research experience. Of the required experience, must have 2 years of experience in each of the following: - Utilizing multi-task learning (MTL) and multi-domain learning (MDL) for large-scale recommendation systems; - Programming using Python and C++; - Using TensorFlow to develop deep neural network models; - Using data analysis tools SQL, PySpark, NumPy, and Pandas to handle large-scale datasets; and - Using Neural Architecture Search (NAS) for feature selection, crossing structure search in large-scale recommendation system. Type: Full time, 40 hours/week Location: San Jose, CA Salary Range: $239200 - $355000 per year To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website. ByteDance Inc. 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 Bytedance, 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. We are passionate about this and hope you are too. ByteDance Inc. 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 lpresumes@bytedance.com. #LI-DNI #IND-DNI
Job Information
【For Pay Transparency】Compensation Description (annually)

The base salary range for this position in the selected city is $239200 - $355000 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. As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.

Our time off and leave plans are: 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.

We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 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 without notice.

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