Algorithm Engineer, E-commerce Knowledge Graph

ByteDance; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

ByteDance in Singapore is looking for an Algorithm Engineer to innovate and develop product knowledge graphs aimed at enhancing online shopping experiences. The successful candidate will create advanced models and algorithm solutions that significantly improve supply operational efficiencies.

The role requires a Bachelor’s degree in a relevant field and strong coding skills in technologies like Python, Java, or C/C++. Familiarity with machine learning frameworks is a plus. Ideal candidates should also have a strong analytical mindset.

Qualifications

• Hands-on experience in NLP, Computer Vision, or Machine Learning.
• Strong coding skills in Python, Java, C/C++, or Spark.
• Analytical and problem-solving skills required.

Responsibilities

• Develop state-of-the-art models to impact the platform.
• Build and optimize algorithm solutions for operational efficiencies.
• Maintain and improve algorithm robustness and stability.

Skills

NLP

Computer Vision

Machine Learning

Python

Java

C/C++

Spark

Education

Bachelor’s or higher in computer science or related disciplines

Tools

PyTorch

TensorFlow

Keras

Job description

Algorithm Engineer - Global E-Commerce (Knowledge Graph)

Location:

Team:

Algorithm

Employment Type:

Regular

Job Code:

A151788A

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Responsibilities

About the teamOur team is responsible for developing large scale product knowledge graphs to improve online shopping experience. We are currently looking for talented software engineers that have a deep understanding of Natural Language Processing (NLP), Computer Vision (CV), Deep Learning (DL) and Machine Learning (ML).ResponsibilitiesYou will be developing state-of-the-art models to solve challenging problems that impact both the platform and millions of customers, including:- Responsible for building and continuously optimizing algorithm solutions in product matching, price comparison etc. to improve supply operational efficiencies;- Responsible for continuously maintaining and improving the robustness, stability and computational efficiencies of algorithm solutions in live business environment.

Qualifications

Minimum Qualifications- Bachelor and above with major in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines.- Hands-on experience and strong skills in at least one of the technological areas:- Natural language generation, named entity recognition, machine translation, question answering, knowledge graph, information extraction, text mining and classification etc.- Computer vision, facial recognition, multimodal learning, object detection & tracking, image classification etc.- Machine learning, transfer learning, graph embedding, representative learning, large-scale optimization, recommendation, reinforcement learning, etc.- Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, Spark etc.; Familiar with at least one of the following deep learning frameworks, e.g., PyTorch, TensorFlow, Keras etc.- Strong analytical and problem-solving skills.Preferred Qualification- Work experience in e-commerce or Internet industry is preferred.

Job Information

About Us

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join ByteDance

Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.

As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.