Backend Software Engineer, Inference Optimization Specialist
2 months ago
Hireio, Inc.'s Trust and Safety R&D team is a rapidly growing unit responsible for developing machine learning models and systems to identify and prevent internet abuse and fraud on our platform. Our team's continuous efforts enable our global popular app to provide the best user experience and bring joy to users worldwide.
Our mission is to bridge the gap between algorithm models and business scenarios, efficiently and stably applying TnS's algorithmic capabilities to business needs. We aim to cover all areas where our app requires algorithmic capabilities.
Responsibilities:- Collaborate closely with business teams to optimize algorithm application integration plans, improve efficiency in evaluating and using algorithm applications across various business scenarios, and reduce the cost of managing and optimizing algorithm applications in different business scenarios.
- Be responsible for the architectural design, development, and performance tuning of algorithm applications, solving technical challenges such as high concurrency, high reliability, and high scalability. This includes multiple sub-areas: resource scheduling, task orchestration, model training, model inference, model management, dataset management, workflow orchestration, etc.
- Research and introduce cutting-edge engineering technologies related to algorithms.
Qualifications
- Bachelor's degree in Computer Science, Engineering, or equivalent practical experience.
- Master at least one of the following languages in the Linux environment: C/C++, Python, Go.
- Master at least one state-of-the-art machine learning framework (e.g., Tensorflow, Pytorch).
- Strong analytical abilities and problem-solving skills.
Preferred Qualifications
- Experience working in large-scale tech companies.
- Familiarity with model optimization algorithms like quantization and pruning.
- Practical experience in performance optimization/tuning of deep learning model training/inference.
- Practical experience in CUDA programming and TensorRT.
- Familiarity with LLM model inference frameworks like VLLM and TensorRT-LLM.
-
Singapur, Singapore Hireio, Inc. Full timeAbout the TeamOur Trust and Safety R&D team is fast growing and responsible for building machine learning models and systems to identify and defend internet abuse and fraud on our platform. With the continuous efforts from our team, our global popular app is able to provide the best user experience and bring joy to everyone in the world.Our mission is to...
-
Backend Software Engineer
2 months ago
Singapur, Singapore Geco Asia Private Limited Full timeWe are seeking a highly skilled Backend Software Engineer to join our team at Geco Asia Private Limited. As a key member of our development team, you will be responsible for designing, building, and maintaining efficient, reusable, and reliable backend solutions. Your expertise in PHP and experience with relational databases will be invaluable in this...
-
Senior Backend Software Engineer
2 months ago
Singapur, Singapore Sea Full timeAbout Sea Labs IndonesiaAt Sea Labs Indonesia, we're at the forefront of developing innovative solutions for diverse business lines, including e-commerce, supply chain, games, payment, and finance. Our strong growth and unique positioning have led to the launch of Sea Labs Indonesia, where a passionate team of engineers drives the best experience for our...
-
Senior Software Engineer, Backend
5 months ago
Singapur, Singapore GXS Full timeImagine a world where technology empowers people to achieve their financial goals and dreams. That’s the world we are creating at GXS Bank, a joint venture between Grab and Singtel, two of Asia’s leading digital innovators. We are building a new kind of digital bank that leverages data, technology and trust to deliver personalized and convenient...
-
Senior Software Engineer, Backend
4 months ago
Singapur, Singapore Singtel Full timeAt Singtel, our mission is to Empower Every Generation. We are dedicated to fostering an equitable and forward-thinking work environment where our employees experience a strong sense of Belonging, to make meaningful Impact and Grow both personally and professionally. By joining Singtel, you will be part of a caring, inclusive and diverse workforce that...
-
Software Development Engineer, Backend
2 months ago
Singapur, Singapore Garena Full timeJob Title: Software Development Engineer, BackendAt Garena, we are seeking a highly skilled Software Development Engineer, Backend to join our team. As a key member of our engineering team, you will be responsible for designing, developing, and maintaining our backend systems, including our log-in and account system, payment system, and other critical...
-
Lead Backend Engineer
3 months ago
Singapur, Singapore NodeFlair Full timeWe are working with a heavily funded leading automotive company, and as part of their continued growth, NodeFlair has been engaged to search for a Lead Backend Engineer to join their Singapore team. The package is competitive at $140K-$190K / year (including bonus) As a Lead Backend Engineer, where you will shape backend architecture, lead development, and...
-
Backend Software Engineer
2 months ago
Singapur, Singapore TikTok Full timeJob Title: Backend Software EngineerTikTok is seeking a highly skilled Backend Software Engineer to join our Real-Time Communication team. As a key member of our team, you will be responsible for designing, building, and maintaining large-scale, multi-regional systems and platforms.Key Responsibilities:Design and develop integration with other systems in the...
-
Software Engineer, Infrastructure
4 weeks ago
Singapur, Singapore FACEBOOK SINGAPORE PTE. LTD. Full timeRoles & ResponsibilitiesThe MRS ML Infra team will be focusing on ML Infra performance and efficiency for both large scale AI training and inference workflows in the recommendation domain.In this role, the engineer works on optimizing the e2e stack for model training and inference for large scale recommendation models. The opportunities are from distributed...
-
Singapur, Singapore NodeFlair Full timeWe are working with a heavily funded leading automotive company, and as part of their continued growth, NodeFlair has been engaged to search for both a Backend / Fullstack Engineer to join their Singapore team. The package is competitive at SGD 90k - 120k / year (excluding bonus and stocks). Key Responsibilities: Develop and maintain microservices,...
-
Backend Software Engineer
2 months ago
Singapur, Singapore Palantir Technologies Full timeA World-Changing Company Palantir builds the world’s leading software for data-driven decisions and operations. By bringing the right data to the people who need it, our platforms empower our partners to develop lifesaving drugs, forecast supply chain disruptions, locate missing children, and more. The Role Backend Software Engineers at Palantir build...
-
Singapur, Singapore Renesas Electronics Full timeJob Description Overview We are seeking a talented and motivated Model/Middleware/Driver Optimization Engineer to join our team. In this role, you will be part of the AI & Cloud Engineering (ACE) Division and Customer Engineering team. Our Customer Engineering team is a global team helping customers easily use our software tools and services. The...
-
Lead Software Engineer, Backend
6 months ago
Singapur, Singapore GXS Full timeWe are living in dynamic times. Technology is reshaping how we live, and we want to use it to redefine how financial services are offered. Grab is the leading technology company in Southeast Asia offering everyday services to the masses. Singtel is Asia’s leading communications group connecting millions of consumers and enterprises to essential digital...
-
Backend Engineer
6 months ago
Singapur, Singapore Helius Full timeYour role as a C# Backend Engineer entails creating, enhancing, and maintaining highly scalable and dependable backend systems. Your collaboration with cross-functional teams will facilitate the development of innovative AI-powered applications, making use of Azure cloud services for smooth deployment and expansion. Your proficiency in frontend development...
-
Backend Engineer
6 months ago
Singapur, Singapore Helius Full timeAs a Backend Developer - Spring Boot, you'll be an integral member of the software engineering team that designs and develops world-class applications with Spring Boot, PostgreSQL or MySQL, and AWS. You'll be working on mission-critical software applications that are relied on by our customers to be highly reliable and performant. You'll be working closely...
-
Engineer, Backend
2 months ago
Singapur, Singapore Sea Full timeWe are a team of self-motivated and forward-thinking product and engineering experts, continuously pursuing excellence in our product, technology, and development process that drives efficiency and success across our company. With our mission to enhance organizational capabilities by driving future-forward workplace solutions, we strive to be the go-to team...
-
Senior Backend Engineer
2 months ago
Singapur, Singapore Career Renew Full timeCareer Renew is recruiting for one of its clients a Senior Backend Engineer - candidates need to be based in UTC +3 to UTC +13 timezones.We are a revolutionary DevTool designed from the ground up to ensure your creation is production-ready from the get-go. Our robust platform empowers you with continuous, automated testing powered by the lightning-fast...
-
Senior Backend Engineer NodeJs
3 months ago
Singapur, Singapore Bjak Full timeAbout UsBjak is focused on providing access to affordable and sustainable financial services for people in ASEAN. Headquartered in Malaysia, Bjak is the largest insurance portal in Southeast Asia. Our main portal, Bjak.com, helps millions find the insurance policy with the best value and highest coverage for them. Our investments in technology such as Custom...
-
DevOps Engineer
1 month ago
Singapur, Singapore Careers@Gov Full timeThe Government Technology Agency (GovTech) is the lead agency driving Singapore’s Smart Nation initiatives and public sector digital transformation. As the Centre of Excellence for Infocomm Technology and Smart Systems (ICT & SS), GovTech develops the Singapore Government’s capabilities in Data Science & Artificial Intelligence, Application Development,...
-
Backend Engineer
5 months ago
Singapur, Singapore Link Compliance Full timeWe are representing our clients who provide institutions with digital marketplace infrastructure, empowering tokenization of the global capital markets. The role will play a key role in designing, implementing, and maintaining the backend layers of the digital asset custody platform. Responsibilities Design, build, and maintain backend services for digital...