Senior Software Engineer, Machine Learning
ShopBack
PythonPyTorchTensorflow
Software Engineer - Machine Learning
ShopBack
full-time
Posted on:
Location Type: Office
Location: Shenzhen • 🇨🇳 China
Visit company websiteJob Level
Junior
Tech Stack
PythonPyTorchTensorflow
About the role
- Utilize machine learning to enhance ShopBack products and improve shopping experience for users and merchants (recommendations, personalization, risk, fraud detection, search, etc.)
- Be a subject matter expert in a specific ML domain while understanding product and user challenges
- Navigate and resolve ambiguous problem definitions effectively with or without dedicated Product Manager support
- Understand critical business and product metrics and apply appropriate tools and technologies to positively influence those metrics
- Foster a fast-paced, high-iteration experimental culture to test and refine solutions quickly
- Work effectively with cross-functional partners and stakeholders to set and achieve optimal outcomes
- Stay curious and explore the latest technologies in the industry
Requirements
- Significant prior success as a Machine Learning Engineer working on challenging problems at scale
- 1-3 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 (MLOps)
- Ability to develop ML Products with good engineering practice and mindset
- Strong desire to solve tough problems with scientific rigour at scale
- 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 Generative AI tools (e.g. ChatGPT, Cursor) to develop new or improve workflows, enhance productivity, and drive efficiency at scale.
Benefits
- Career progression paths and opportunities to take on greater challenges that help you realise your ambitions.
- Be part of a winning team on a journey to global scale.
- Competitive compensation based on your performance.
- Candid, open, and collaborative culture where feedback is valued, for everyone to grow and improve every day.
- Work-From-Anywhere benefit to enable you to thrive personally and professionally.
- Equal opportunity employer committed to diversity and inclusion.
ATS Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningstatistical modelingdata collectiondata aggregationdata analysisdata visualizationMLOpsPythonPyTorchTensorFlow
Soft skills
problem-solvingscientific rigorcuriositycross-functional collaborationcommunicationiterative mindsetadaptabilitystakeholder managementcritical thinkingfast-paced work
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