Algorithm Engineer - Supply Chain Forecasting

TikTok; Singapore; On-site; USD 70,000 - 110,000; Full time

Job summary

Join a forward-thinking company as an Algorithm Engineer focused on supply chain forecasting. This role offers the chance to leverage machine learning and data analysis to enhance the e-commerce experience. Collaborate with diverse teams to develop innovative solutions that optimize logistics and improve operational efficiency. If you thrive in a dynamic environment and are passionate about making an impact, this position provides an exciting opportunity to contribute to a rapidly evolving industry. Embrace challenges and grow your career in a culture that values creativity and collaboration.

Qualifications

• 3+ years of experience in Machine Learning with a focus on Deep Learning.
• Proficiency in Python and SQL, familiarity with Java, Go, or C++.

Responsibilities

• Develop TikTok's smart supply chain for e-commerce.
• Use ML algorithms to predict sales volume and order quantities.
• Integrate forecasting results into logistics planning.

Skills

Machine Learning

Deep Learning

Python

SQL

Java

Go

C++

Education

Bachelor’s degree

Job description

Algorithm Engineer - Supply Chain Forecasting

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Job Description

Job Title: Algorithm Engineer - Supply Chain Forecasting

• Company: TikTok
• Job Type: Full-time

About the Job:

TikTok is looking for an Algorithm Engineer to join the E-commerce Global Supply Chain and Logistics team. The team is focused on improving the shopping experience for clients and reducing operational costs in TikTok E-commerce. This role involves leveraging machine learning (ML), operations research (OR), data mining, and statistical inference to predict and optimize various supply chain aspects, such as sales volume, order quantity, and inventory planning.

This role requires a deep understanding of machine learning, as well as proficiency in working with big data distributed environments to solve complex business problems.

Responsibilities:

• Smart Supply Chain Construction: Be involved in the development of TikTok's domestic and international e-commerce smart supply chain.
• Forecasting: Use machine learning algorithms to predict sales volume, order quantity, and GMV at different lead times based on massive e-commerce data from sources like live streaming, short videos, and shelf scenes.
• Integration: Integrate forecasting results into business scenarios like production capacity preparation and inventory planning to optimize logistics.
• Collaboration: Work closely with business teams to understand requirements, adapt to rapid business changes, and promote successful project implementation.

Qualifications:

Minimum:

• Bachelor’s degree or higher.
• At least 3 years of practical experience in Machine Learning, with a focus on Deep Learning algorithms.
• Proficiency in Python and SQL.
• Familiarity with at least one of the following programming languages: Java, Go, or C++.
• Self-driven with the ability to adapt to fast-paced business environments and communicate effectively to drive project success.

Preferred:

• Experience working in e-commerce, particularly in supply chain forecasting.

Why Join Us:

TikTok’s mission is to inspire creativity and bring joy. The company thrives on a culture of collaboration, innovation, and growth. If you're driven to make an impact, embrace challenges, and work in an environment that values creativity, TikTok offers an exciting opportunity to grow and contribute to a dynamic team.

Diversity & Inclusion:

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. As a company, TikTok strives to create a diverse environment that mirrors the global communities it serves.

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