Senior Software Engineer - Machine Learning

2 мес. назад

ChinaWorldwideSeniorOnsite

machine learningpythonsoftware engineering

Senior Software Engineer specialized in Machine Learning at in Shenzhen, China.

О компании

Our Journey The Group is Asia-Pacific’s leading shopping, rewards, and payments platform, serving over 60 million shoppers across 13 markets. In 2025, the Group continued its global growth with its expansion into North America. Driven by the vision to make every day more rewarding, is dedicated to saving members money and time, and delivering delight every day. The platform also enables merchants and brands to engage with their members in a cost-effective manner. Founded in 2014, now powers over US$5.5 billion in annual sales for over 20,000 online and in-store partners, and has rewarded shoppers with more than US$800 million (over S$1 billion) in Cashback to date. Through its innovative offerings, continues to create value for both members and

Другое

Utilize Machine Learning: Enhance our products and improve the shopping experience for both users and merchants. This includes leveraging machine learning in areas such as recommendations, personalization, risk, fraud detection, search, and more.
Subject Matter Expertise: Be a subject matter expert in a specific ML domain while maintaining a solid understanding of product and user challenges.
Handle Ambiguity: Navigate and resolve ambiguous problem definitions effectively with or without dedicated Product Manager support.
Metrics Driven: Understand critical business and product metrics, apply the right tools and technologies, and drive efforts to positively influence those metrics.
Experimentation Culture: Foster a fast-paced, high-iteration experimental culture to test and refine solutions quickly.
Collaboration: Work effectively with cross-functional partners and stakeholders to set and achieve optimal outcomes.
Curious: Interest in exploring and learning the latest technologies in the industry.
Significant prior success as a Machine Learning Engineer working on challenging problems at scale
6+ years of industrial ML experience, with expertise in modeling and statistical modeling
Good understanding of data collection, aggregation, analysis, visualization, productionisation, and monitoring of ML products - aka MLOps
Ability to develop ML Products with good engineering practice and mindset
Strong desire to solve tough problems with scientific rigour at scale
An understanding of the value derived from getting results early and iterating
Education in a quantitative field such as Computer Science, Operations Research, Statistics, Econometrics or Mathematics
Strong skills in Python and machine learning and deep learning libraries (Pytorch and Tensorflow)
Passion to answer Product/Engineering questions with data
Demonstrated use of AI tools (e.g. ChatGPT, Cursor) to develop new or improve workflows, enhance productivity, and drive efficiency at scale.