Algorithm Engineer Graduate (Global E-Commerce, Supply Chain and Logistics) - 2026 Start (PhD)
ByteDanceResponsibilities
- Develop deep learning, operations research, and intelligent systems for global e-commerce supply chain and logistics.
- Build models for ETA, failed delivery, delivered-but-not-received events, logistics network knowledge graphs, and package trajectory sequences.
- Apply NLP and LLM algorithms to address verification and address suggestion problems.
- Forecast warehouse manpower, inventory demand, and sales using time-series and machine learning techniques.
- Develop algorithm systems for potential merchant mining, seller tiering, outreach, growth diagnosis, and mission recommendations.
- Predict merchandise traffic and conversion performance and improve product operations, pricing, subsidy, and traffic distribution strategies.
Requirements
- Completing or recently completed a PhD in software development, computer science, computer engineering, or a related technical discipline.
- Proficiency in machine learning and statistics, including classification, regression, clustering, and deep learning algorithms.
- Practical experience applying machine learning and deep learning models.
- Proficiency in Python or Java and excellent coding ability.
- Familiarity with at least one common machine learning or deep learning framework, such as TensorFlow or PyTorch.
- Strong data analysis, initiative, exploration, teamwork, and communication skills.
- Publications in conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, ICML, IJCAI, AAAI, or RecSys, or participation in data mining or machine learning competitions, are preferred.
Benefits
- Graduate opportunity with a 2026 start and opportunities to pursue bold ideas, tackle complex challenges, and grow.
- Candidates must be able to commit to an onboarding date by the end of 2026 and should state availability and graduation date in their resume.
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.