Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics)- 2024 Start (MS)

TikTok

4.5

(6)

Seattle, WA

Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.
  • #A168777

    Position summary

    Introduction:
    Join the E-commerce Global Supply Chain and Logistics team at TikTok! We're enhancing the shopping experience and reducing logistics operational costs. We are seeking brilliant and motivated graduate software engineers, who are eager to apply their knowledge in machine learning (ML), operations research (OR), data mining, and statistical inference to real-world challenges.

    We are looking for talented individuals to join our team in 2024. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok.

    Successful candidates must be able to commit to one of the following start dates below:

    1. January 15, 2024
    2. February 5, 2024
    3. March 4, 2024
    4. May 20, 2024
    5. June 10, 2024
    6. July 15, 2024
    7. August 12, 2024
      We will prioritize candidates who are able to commit to these start dates. Please state your availability and graduation date clearly in your resume.

    Applications will be reviewed on a rolling basis. We encourage you to apply early.

    Candidates can apply for a maximum of TWO positions and will be considered for jobs in the order you applied for. The application limit is applicable to TikTok and its affiliates globally.

    Responsibilities:

    • Contribute to developing innovative deep learning and statistical models for efficient e-commerce logistics and ETA predictions.
    • Harness data mining tools to construct logistics network knowledge graphs, contributing to a robust early warning system.
    • Participate in crafting advanced predictive models for express package trajectories to improve network dynamics understanding and service accuracy.
    • Assist in creating an optimized Service Network Design (SND) model to facilitate the smart expansion of our logistics operations.
    • Support the design and implementation of predictive models for various logistics events, contributing to overall service improvement and cost savings.

    Qualifications

    • Master's degree in Computer Science, Engineering, Operations Research, or related fields.
    • Graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline
    • Strong understanding of data structures and algorithms, with excellent problem-solving ability.
    • Strong understanding of applied machine learning and Big Data tools.
    • Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
      Preferred Qualifications:
    • Demonstrated software engineering experience from previous internship, work experience, coding competitions, or publications
    • Internship experience or research experience, especially in e-commerce, supply chain, logistics, and transportation.
    • Publications at conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, CIKM, ICLR, ICML, IJCAI, AAAI.
    • Curiosity towards new technologies and entrepreneurship
    • High levels of creativity and quick problem-solving capabilities

    TikTok 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 TikTok, 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.

    TikTok 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 [email protected].

    By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.

    Job Information

    [For Pay Transparency] Compensation Description (annually)

    The base salary range for this position in the selected city is $106590 - $139650 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.

    Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.