Machine Learning Innovator
6 days ago
Rakuten Asia Pte. Ltd. is a part of Rakuten Group, Inc., a global leader in internet services that empower individuals, communities, businesses, and society through its innovative e-commerce, fintech, digital content, and communications offerings.
Company Overview
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.
The Role
We are seeking a skilled machine learning engineer to work on next-generation AI native experience. In this role, you will be responsible for developing and implementing cutting-edge techniques for LLM solutions, including prompt engineering, RAG, model fine-tuning, evaluation, and inference capabilities.
Key Responsibilities
- Develop and implement cutting-edge techniques for LLM solutions
- Collaborate with cross-functional teams to build technology backbones for Rakuten's diverse business requirements, data, and assets
- Apply ML algorithms to optimize production experience and understand user behavior
Requirements
- Bachelor or higher degree in computer science or a related technical discipline
- 3 years' experience in one or more areas: machine learning, search, recommendation systems, data mining, or other related areas
- Proficiency in programming languages such as Python, Go, C++, or Rust and a track record of working with deep learning frameworks (e.g., pytorch, deepspeed, megatron, etc.)
- Solid experience with data structures or algorithms
- Strong communication and teamwork skills
- Passion for technology and solving challenging problems
Preferred Requirements
- Strong understanding of cutting-edge LLM techniques (e.g., attention variants, multi modality, prompt engineering, alignment, agent etc.) and possess practical expertise in effectively implementing these systems
- Have prior experience working with machine learning platforms and/or training and inference of LLMs
Culture
We value teamwork, innovation, and continuous learning. If you are passionate about technology and solving complex problems, we encourage you to apply.
-
Machine Learning Innovation Lead
2 days ago
Singapore COGNOTIV PTE. LTD. Full timeAbout This RoleWe are seeking an exceptional Senior AI Engineer to join our team and drive the development of advanced machine learning systems that power our products and services.
-
Machine Learning Intern
3 days ago
Singapore Upskills Consultancy Services Full timeThis position would require the Intern to relocate and work on-site in Singapore for 4-6 months! Upskills provides expert financial software consulting to investment banks and leading financial institutions in Asia Pacific, Middle East and Europe. With a strong, Front to Back expertise in the cash and derivatives markets, coupled by an in-depth knowledge of...
-
Machine Learning Architect
6 days ago
Singapore PAYPAL PTE. LTD. Full timeAbout UsPAYPAL PTE. LTD. is a leading company in the field of AI-driven technology solutions. We are committed to delivering innovative solutions that meet the evolving needs of our customers.Job SummaryWe are seeking a Machine Learning Architect to lead our efforts in developing cutting-edge AI solutions. The ideal candidate will have extensive experience...
-
Machine Learning Scientist
5 days ago
Singapore JobFinder Spain Full timeWe are seeking an exceptional researcher to join our Research & Development Team in Paris and drive innovation in AI/Machine Learning.The ideal candidate will have expertise in areas such as artificial intelligence, machine learning, computational statistics, and applied mathematics, particularly in areas like natural language processing/understanding, deep...
-
Machine Learning Engineer
6 days ago
Singapore Johnson & Johnson Full time**Job Function**: Data Analytics & Computational Sciences **Job Sub Function**: Data Science **Job Category**: Scientific/Technology **All Job Posting Locations**: SG003 Science Park Drive (Ascent) The APAC Business Technology Team within Innovative Medicine (IM) is looking for an extraordinary machine learning engineer who is passionate about crafting,...
-
Machine Learning Engineer
5 days ago
Singapore GRAVITAS RECRUITMENT GROUP (SG) PTE. LTD. Full time**Machine Learning Engineer [7-8K]- Singapore **_Are you a 5+ years Machine Learning Data Engineer looking for the chance to lead a regional Machine Learning Team for a Global Financial group? - ** Here's your chance to drive innovations while honing your technical and leadership skills in a Global Insurance institution. **How you will optimize data...
-
Machine Learning Engineer
6 days ago
Singapore 99.co Full time**About Us** **Join Us and Lead the Real Estate Revolution!** At 99 Group, we're on a mission to revolutionize the real estate industry by seamlessly integrating cutting-edge technology and innovation. If you're excited to be at the forefront of this transformation and are ready to tackle the industry's challenges head-on, we want you to be a part of our...
-
Machine Learning Engineer
1 week ago
Singapore NodeFlair Full time**Job Summary**: **Salary** S$11,250 - S$22,500 / Monthly **Job Type** **Seniority** Mid **Years of Experience** At least 3 years **Tech Stacks** TensorFlow C++ PyTorch Spark Flink C Hadoop Python TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los...
-
Machine Learning Engineer
3 days ago
Singapore GPT DESK PTE. LTD. Full time**Responsibilities**: - **Literature Review and Research**:Conduct an in-depth review of academic publications, whitepapers, and industry trends to align technical solutions with business needs. - **Algorithm Development**:Design, implement, and fine-tune machine learning algorithms, utilizing large language models (LLMs), deep neural networks, and...
-
Machine Learning Expert
6 days ago
Singapore SEAGATE SINGAPORE INTERNATIONAL HEADQUARTERS PTE. LTD. Full timeOur Vision:At Seagate's Product Development Group, the Data Science and Tools Development team is at the forefront of AI Transformation. Our objective revolves around leveraging AI and Machine Learning technologies to accelerate product development, ensuring that we meet production volume and reliability standards. By utilizing AI/ML, we enhance our research...
-
Machine Learning Director
2 weeks ago
Singapore DBS Bank Limited Full timeCompany OverviewDBS Bank Limited is a leading financial institution that empowers its employees with an efficient, nimble and resilient infrastructure. Our Group Technology enables and empowers the bank with a strategic focus on productivity, quality & control, technology, people capability and innovation.Job DescriptionAs a Senior Data Analyst, you will...
-
Machine Learning Engineer
2 weeks ago
Singapore NE Digital Full timeCOMPANY DESCRIPTION NE Digital is the digital, data and technology organization that serve as a center of excellence to drive digital transformation for our group of NTUC Social Enterprises to meet the critical social needs of Singapore's community. Delivering innovative products and solutions, we empower our people to lead a better and meaningful life...
-
Machine Learning Engineer
3 weeks ago
Singapore ATTIX APAC PTE. LTD. Full timeRoles & ResponsibilitiesOur company is at the forefront of innovation in financial technology. Our mission is to develop AI-driven strategies that predict market trends.We're looking for talented individuals to join our newly founded trading team in our Singapore office as Machine Learning Developers with a specialization in predictive...
-
Machine Learning Engineer
3 days ago
Singapore ATTIX APAC PTE. LTD. Full timeRoles & ResponsibilitiesOur company is at the forefront of innovation in financial technology. Our mission is to develop AI-driven strategies that predict market trends.We're looking for talented individuals to join our newly founded trading team in our Singapore office as Machine Learning Developers with a specialization in predictive...
-
Machine Learning Engineer
4 days ago
Singapore Carro Singapore Full timeIndustry - AutomotiveJob Function - Data Science & AnalyticsCity - SingaporeProvince- Country - SingaporePostal Code- - Are you as fascinated by Skynet as we are? You won't be building that here (yet) but you will be working alongside our diversely talented team and build impactful solutions. Your motto is "Yes, we can automate that!" You will be part of the...
-
Machine Learning Engineer
2 weeks ago
Singapore Glints Pte Ltd Full time**Responsibilities**: - Design and train personalization models, providing insights towards innovative new approaches and features tailored to users in APAC, Europe and the Middle East - Engineering Natural Language Processing and Speech components specific to 2nd languages - Using the power of large amount of data to tackle complex NLP and machine learning...
-
Artificial Intelligence and Machine Learning
2 weeks ago
Singapore SOLVERMIND HOLDING (SINGAPORE) PTE. LTD. Full timeThe rising need for smarter and more complicated functionality across a wide range of verticals will essentially boost the demand for artificial intelligence (AI)-enabled devices and systems. This list includes industrial automation, machine learning, health care, smart manufacturing, mobile devices, the Internet of Things, smart clouds, high performance...
-
Singapore AMAZON WEB SERVICES SINGAPORE PRIVATE LIMITED Full timeRoles & ResponsibilitiesAmazon launched the Generative AI (GenAI) Innovation Center (GenAIIC) in Jun 2023 to help AWS customers accelerate enterprise innovation and success with Generative AI (https://press.aboutamazon.com/2023/6/aws-announces-generative-ai-innovation-center). Customers such as Highspot, Lonely Planet, Ryanair, and Twilio are engaging with...
-
Singapore AMAZON WEB SERVICES SINGAPORE PRIVATE LIMITED Full timeRoles & ResponsibilitiesAmazon launched the Generative AI (GenAI) Innovation Center (GenAIIC) in Jun 2023 to help AWS customers accelerate enterprise innovation and success with Generative AI (https://press.aboutamazon.com/2023/6/aws-announces-generative-ai-innovation-center). Customers such as Highspot, Lonely Planet, Ryanair, and Twilio are engaging with...
-
Machine Learning Engineer
3 days ago
Singapore TALENTSIS PTE. LTD. Full timeRoles & ResponsibilitiesJob Responsibilities:Develop and deploy machine learning models: Design, build, optimize, and deploy machine learning models to address business challenges. Collaborate with cross-functional teams to define objectives and integrate models into production systems. Model training and evaluation: Train and fine-tune models using...