Machine Learning Engineers
Machine Learning Engineers
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1 Vacancy
Job Description
Machine Learning Engineer (Search) Ecommerce San JoseSan JoseRegularR DJob ID: A162279
Responsibilities
TikTok is the leading destination for shortform mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles New York London Paris Berlin Dubai Singapore Jakarta Seoul and Tokyo.
Why Join Us
Creation is the core of TikToks purpose. Our platform is built to help imagination thrive. This is doubly true of the teams that make TikTok possible. Together we inspire creativity and bring joy a mission we all believe in and aim towards achieving every day. To us every challenge no matter how difficult is an opportunity; to learn to innovate and to grow as one team. Status quo Never. Courage Always. At TikTok we create together and grow together. Thats how we drive impact for ourselves our company and the communities we serve. Join us.
What You Will Do
- Design and build largescale machine learning algorithms to deeply optimize ecommerce search engines such as ranking query analysis and correlation calculation and various business indicators of sorting scenarios including relevance clickthrough rate conversion rate etc.
- Build machine learning solutions and algorithm strategies by the analysis and mining of a large number of user queries to empower the merchant side and improve the overall matching ability of the platform
- Use the large scale of data to deeply analyze the behavior of creators and merchants and build targeted algorithm strategies to empower creators and merchants improve merchants monetization efficiency and boost industrial upgrading
- Support the rapid development of TikToks ecommerce business serve millions of merchants explore more efficient business models satisfy users with the best shopping experience and promote great ecological development
Qualifications
- Proficient in at least one programming language: c python shell and other programming skills with a solid programming foundation and good programming style
- Experience in algorithm development familiar with the application and optimization of Sparse LR DFFM Deep&Wide and DSSM on largescale sparse data
- Familiar with at least one mainstream deep learning programming framework (TensorFlow/Caffe/MXNet) familiar with commonly used deep learning algorithms
- Able to solve problems independently good sense of teamwork and communication skills
- Experience in search engines recommendation systems and computational advertisingrelated fields is preferred
Job Information
For Pay TransparencyCompensation Description (annually) The base salary range for this position in the selected city is $136800 $280000 annually. Compensation may vary outside of this range depending on a number of factors including a candidates 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. For Los Angeles County (unincorporated) Candidates: Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal state and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct adverse and negative relationship on the following job duties potentially resulting in the withdrawal of the conditional offer of employment: 1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues; 2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and 3. Exercising sound judgment.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
