Algorithm Engineer

2 weeks ago

Singapore TIKTOK PTE. LTD. Full time
Roles & Responsibilities

TikTok is the leading destination for short-form 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 TikTok's purpose. Our platform is built to help imaginations 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. That's how we drive impact - for ourselves, our company, and the communities we serve.

Join us.

About the Team

The E-commerce Global Supply Chain and Logistics team is dedicated to enhancing clients' shopping experience and reducing logistics operational cost in TikTok E-commerce. We are currently looking for talented software engineers that have a deep understanding of machine learning (ML), operations research (OR), data mining and statistical inference.

Responsibilities

Deeply involved in the construction of domestic and international e-commerce smart supply chain, reponsible for aggregating dimensions and product dimensions forecasting work

Based on massive e-commerce data from live streaming rooms, short videos, shelf scenes, etc., combined with machine learning algorithms, accurately predict various dimensions of sales volume, order quantity, GMV, etc., at different lead times. Integrate the forecasting results into high-value business scenarios such as production capacity preparation and inventory planning.

Qualifications

Bachelor's degree or above, with at least 3 years of practical experience in Machine Learning, familiar with Deep Learning algorithms;

Proficient in Python and SQL, familiar with at least one of the following language: Java/Go/C++, able to proficiently develop in Big data distributed environment;

Self-driven, able to deeply understand the business, adapt to rapid business changes, have good personal expression and communication skills, and be able to promote project implementation.

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.

Tell employers what skills you have

TensorFlow
Machine Learning
Forecasting
MASSIVE
Construction
Big Data
Inventory
Mathematics
Supply Chain
Operations Research
Computer Vision
Data Mining
PyTorch
SQL
Python
Statistics

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