Machine Learning Engineer

eBay; Singapore; On-site; SGD 80,000 - 110,000; Full time

Job summary

A global e-commerce leader in Singapore is seeking a Machine Learning Engineer to enhance its product knowledge through advanced data processing and machine learning models. The ideal candidate will have over 2 years of experience in software development, a strong proficiency in Python and data pipelines, and excel in a collaborative environment that emphasizes technical excellence and innovation. Join us to reshape the future of ecommerce!

Benefits

Competitive salary

Stock grants

Annual bonus

Supportive work culture

Qualifications

• Over 2 years of experience in software design and development for backend services.
• Strong foundation in Data Structures, Algorithms, Object-Oriented Programming, and core Statistics.
• Proficiency in Java, Python/Scala, and production-grade coding.

Responsibilities

• Design, implement, and maintain significant features in data pipelines and ML processing.
• Optimize software performance to achieve desired throughput and latency.
• Collaborate with managers, peers, and Product Managers to define project scopes.

Skills

Software Engineering

Python

SQL

Probability

Statistics

AWS

Numpy

MLOps

Applied Data Science

AB Testing

TensorFlow

PyTorch

Pandas

SKLearn

Natural Language Processing

R

Linux

Kubernetes

Big Data technologies

Databricks

Neural Networking

Jupyter Notebooks

Education

B.Sc. or M.Sc. in Computer Science or equivalent professional experience

Job description

As a Machine Learning Engineer (T24) in the Product Knowledge team at eBay, you will be an integral part of our tech-driven, customer-centric approach to revolutionizing global online commerce. Our team is focused on leveraging eBay's Product Knowledge - a vast Big Data system consisting of listings, transactions, products, knowledge graphs, and more. We are a diverse team comprising experts from various fields like Machine Learning, Data Science, Software Engineering, Operations, and Big Data Analytics, fostering a culture of collaboration, learning, and growth.Your role will involve tackling challenging engineering tasks to streamline complex problems, such as:- Developing pipelines to process vast amounts of data and implementing Machine Learning models- Creating services for Search and Information Retrieval with low latency on massive datasets- Designing APIs and integrating Data layers with Customer-facing applications- Conducting A/B tests in live environments to evaluate new functionalitiesIf you thrive on challenges and possess a knack for handling complexity, we invite you to be a part of our dynamic team.At eBay, you can expect:- Competitive salary, including stock grants and annual bonus- A supportive work culture that values both business impact and personal well-being- Opportunities to contribute to positive change in the world, as eBay prioritizes its employees, customers, and global communityResponsibilities:- Design, implement, and maintain significant features in data pipelines, ML processing, and service infrastructure- Optimize software performance to achieve desired throughput and latency- Collaborate with managers, peers, and Product Managers to define project scopes and features- Develop a technical strategy aligned with project goals and timelines- Lead cross-team efforts to solve business problems and ensure technical coherence- Participate in knowledge sharing across the organization, both as a learner and a teacherMinimum Qualifications:- Passion and dedication to technical excellence- B.Sc. or M.Sc. in Computer Science or equivalent professional experience- Over 2 years of experience in software design and development for backend services and data pipelines- Strong foundation in Data Structures, Algorithms, Object-Oriented Programming, Software Design, and core Statistics- Proficiency in Java, Python/Scala, and production-grade coding- Experience in data analysis, statistics computation, and operating Big Data processing pipelines like Hadoop and Spark- Excellent verbal and written communication skills for effective collaborationJoin us at eBay and be a part of reshaping the future of ecommerce with your expertise and passion for innovation.,

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