Senior Backend Development Engineer, Generative AI

1 week ago

Singapore RAKUTEN ASIA PTE. LTD. Full time
Roles & Responsibilities

Situated in the heart of Singapore's Central Business District, Rakuten Asia Pte. Ltd. is Rakuten's Asia Regional headquarters. Established in August 2012 as part of Rakuten's global expansion strategy, Rakuten Asia comprises various businesses that provide essential value-added services to Rakuten's global ecosystem. Through advertisement product development, product strategy, and data management, among others, Rakuten Asia is strengthening Rakuten Group's core competencies to take the lead in an increasingly digitalized world.

Rakuten Group, Inc. is a global leader in internet services that empower individuals, communities, businesses, and society. Founded in Tokyo in 1997 as an online marketplace, Rakuten has expanded to offer services in e-commerce, fintech, digital content, and communications to approximately 1.7 billion members around the world. The Rakuten Group has nearly 32,000 employees and operations in 30 countries and regions. For more information visit https://global.rakuten.com/corp/

Department overview

AILab is a group focuses on incubating early-stage efforts to create new ways to advance products through exploration and the application of AI technologies. We work to build new solutions that have the potential to transform how users interact with Rakuten service. Our goal is to drive innovation by developing new products and capabilities that deliver significant impact over longer timeframes using AI.

Why we hire

We are looking for a senior backend software engineer to work on next generation AI native experience. In this role, you will be at the forefront of development, and implementation of cutting-edge techniques for LLM solutions including prompt engineering, RAG, model fine-tuning, evaluation, and inference capabilities.

Position Details

  • Explore and implement the most recent technologies and approaches for AI native user experience and build innovative products on top of LLM platform and other in-house Apis.
  • work closely with cross-functional teams to implement projects harnessing LLMs for diverse purposes and vertical domains.
  • Design and develop a high-performance platform capable of handling and processing large volumes of requests efficiently.

Qualification

  • BS degree in Computer Science, Computer Engineering, or other relevant majors with minimum 5-7 years of experience
  • Extensive experience in programming, included but not limited to, the following programming languages: Java, Golang and C++
  • Excellent problem-analysis and -solving skills, have industry experience in building backend services for large-scale distributed system
  • Good team communication and collaboration skills.
  • Strong execution skills and have a problem-solving mindset.

Preferred Qualifications

  • maintain a deep passion for contributing to the success of LLM is essential in this innovative and fast-paced team environment.
  • Experience in search, recommendation backend development
  • Familiar with LLM's and supporting tools such as LangChain
  • serving Deep Learning models on framework TensorFlow, PyTorch, XGBoost etc.
Tell employers what skills you have

TensorFlow
RDS
Design Patterns
Unit Testing
Data Management
User Experience
MySQL
XGBoost
Symfony
PyTorch
Adaptability
Product Development
Java
API
C++

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