Backend Engineer, Ark Large Model Platform - 2025 Start

8 Months ago • All levels • Research Development

Job Summary

Job Description

ByteDance is looking for a Backend Engineer to join its Ark Large Model Platform team in Singapore. The role will focus on developing and implementing large model solutions on Volcano Engine, researching systematic solutions for large model applications across various industries, and striving to reduce the IT cost of large model applications. The ideal candidate will have a strong background in Software Development, Computer Science, Computer Engineering, Electrical Engineering, or a related technical discipline and be proficient in at least 2 or more programming languages. Experience with machine learning application development, LLM application development, and cloud computing is preferred.
Must have:
  • Final year or recent graduate
  • Familiar with developments and operations of distributed systems
  • Proficient with at least 2 or more programming languages
  • Excellent in technical design and coding skills
  • Experienced or interested in at least one of the following topics: Machine Learning Application, LLM Application, Cloud Computing
Good to have:
  • ACM ICPC / Codeforces winners
  • Experience in developments or implementations in data, model training, inference, application in various machine learning domains
  • Experience in dataset construction, high performance finetuning, model inference and deployment, applications, new model exploration
  • Kubernetes application development, micro-service & service mesh, flow control, cloud storage, exploration of technology commercialization

Job Details

Responsibilities
ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa. Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok and Helo as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. About the Team The Applied Machine Learning (AML) - Enterprise team provides machine learning platform products on VolcanoEngine with cloud native resource scheduling system which intelligently orchestrates different tasks and jobs with minimised costs of every experiment and maximised resource utilisation, rich modelling tools including customised machine learning tasks and web IDE, and multi-framework high performance model inference services. In 2021, through VolcanoEngine, we released this machine learning infrastructure to the public, to provide more enterprises with reduced costs of computation power, lower barriers to machine learning engineering and deeper developments in AI capabilities. We are looking for talented individuals to join us in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with ByteDance. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to ByteDance and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early. Responsibilities Responsible for Ark Large Model Platform development on Volcano Engine, researching systematic solutions on large model solution implementations and applications in various industries, striving to reduce the IT cost of large model applications, meeting the users' ever-growing demand for intelligent interaction and improving the lifestyle and communications of users in the future world. - Research, design, and develop computer and network software or specialised utility programs. - Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. - Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures. - Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.
Qualifications
Minimum Qualifications - Final year or recent graduate with a background in Software Development, Computer Science, Computer Engineering, Electrical Engineering or a related technical discipline. - Familiar with developments and operations of distributed systems under Linux platform. - Proficient with at least 2 or more programming languages such as Golang / Python / C / C++ / Java / Scala / Javascript. ACM ICPC / Codeforces winners are preferred - Excellent in technical design and coding skills. Able to balance technical perspectives with product sense, hardware performance & stability and team cooperation. - Experienced or interested in at least one of the following topics: 1. Machine Learning Application: had experience in developments or implementations in data, model training, inference, application in various machine learning domains such as LLM / CV / NLP / Speech / Recommendation / Risk Control, etc. 2. LLM Application: dataset construction (conversations, RLHF, etc.), high performance finetuning (LoRA / P-Tuning / RLHG), model inference and deployment, applications (prompt engineering, retrieval augmentation, LangChain), new model exploration (LLama / Falcon / miniGPT4) 3. Cloud Computing: kubernetes application development (such as Operator), micro-service & service mesh, flow control, cloud storage, exploration of technology commercialization, Terraform and etc. ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too. By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://jobs.bytedance.com/en/legal/privacy. If you have any questions, please reach out to us at apac-earlycareers@bytedance.com

Similar Jobs

Qualcomm - Auto Systems Staff Engineer

Qualcomm

Bengaluru, Karnataka, India (On-Site)
1 Month ago
GoMotive - VP of Vehicle and Telematics

GoMotive

(Remote)
2 Months ago
Scorewarrior - CI Engineer

Scorewarrior

Limassol, Limassol, Cyprus (On-Site)
1 Month ago
Amazon games  - Senior ML Scientist, Amazon Games AI Research

Amazon games

San Diego, California, United States (On-Site)
6 Months ago
Wargaming - Render Engineer

Wargaming

Berlin, Berlin, Germany (On-Site)
1 Month ago
bytedance - Senior Site Reliability Engineer, ML System

bytedance

San Jose, California, United States (On-Site)
8 Months ago
NVIDIA - Senior Chip Design Verification Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
3 Months ago
NVIDIA - Senior Mixed Signal Design Validation Engineer

NVIDIA

Santa Clara, California, United States (On-Site)
2 Months ago
NVIDIA - Senior Firmware Design Engineer

NVIDIA

Yokne'am Illit, North District, Israel (Hybrid)
5 Months ago
Tencent - Senior Staff Researcher

Tencent

Palo Alto, California, United States (On-Site)
8 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Activision - Expert Software Engineer, Graphics

Activision

Santa Monica, California, United States (Remote)
2 Months ago
Interactive Brokers - Java Software Developer (Mid-Senior Level)

Interactive Brokers

Greenwich, Connecticut, United States (Hybrid)
1 Month ago
Qualcomm - SW Embedded Linux Android Engineer

Qualcomm

Hyderabad, Telangana, India (On-Site)
1 Month ago
Absurd Ventures - Senior/Lead Gameplay Engineer

Absurd Ventures

Santa Monica, California, United States (On-Site)
2 Months ago
playrix  - Principal C++ Software Engineer (Tools)

playrix

Almaty, Almaty Region, Kazakhstan (Remote)
8 Months ago
frames store - Freelance Senior Rigging TD

frames store

New York, New York, United States (Hybrid)
2 Months ago
Riot Games - Staff Software Engineer, Gameplay & Simulation

Riot Games

Los Angeles, California, United States (On-Site)
5 Months ago
Activision - Senior Multiplayer Gameplay Programmer

Activision

Malmö, Skåne County, Sweden (Hybrid)
3 Months ago
bytedance - Senior Software Developer, Routing Verification & Emulation

bytedance

San Jose, California, United States (On-Site)
3 Months ago
Mashgin - Senior Software Engineer, Infrastructure

Mashgin

Palo Alto, California, United States (Hybrid)
8 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

Argus - Technical Artist (APAC)

Argus

Singapore (Remote)
3 Months ago
bytedance - Principal Algorithm Engineer, Trust and Safety

bytedance

Singapore (On-Site)
8 Months ago
Synechron - Senior Tech Support Engineer

Synechron

Singapore (On-Site)
1 Month ago
bytedance - Solution Architect (Edge Cloud)

bytedance

Singapore (On-Site)
4 Months ago
Illumina - Engineer 2, Product Lifecycle (Mechanical)

Illumina

Singapore, Singapore (On-Site)
2 Months ago
Razer - Partner Success Intern

Razer

Singapore (On-Site)
3 Weeks ago
Nervos Foundation - Blockchain Developer Relations & Ecosystem Development

Nervos Foundation

Singapore (Remote)
2 Years ago
bytedance - RD Lead

bytedance

Singapore (On-Site)
8 Months ago

Get notifed when new similar jobs are uploaded

Research Development Jobs

bytedance - Research Scientist Graduate (High-Performance Computing (Inference Optimization) - Vision AI Platform)

bytedance

Seattle, Washington, United States (On-Site)
3 Months ago
bytedance - Experienced Technical Lead - Edge Cloud Infrastructure - San Jose / Seattle / Boston

bytedance

Seattle, Washington, United States (On-Site)
8 Months ago
bytedance - Software Engineer Intern (AI Platform)

bytedance

San Jose, California, United States (On-Site)
2 Months ago
Cadence - Lead Support Application Engineer - GCS

Cadence

Bengaluru, Karnataka, India (On-Site)
9 Months ago
NVIDIA - Senior Thermal Solutions Design Engineer

NVIDIA

Santa Clara, California, United States (On-Site)
3 Months ago
bytedance - Algorithm Engineer, Security Assurance

bytedance

Singapore (On-Site)
2 Months ago
Henkel - Data Scientist-Intern

Henkel

Pune, Maharashtra, India (On-Site)
9 Months ago
Ubisoft - Principal R&D Scientist on Bots & Behaviors

Ubisoft

Bordeaux, Nouvelle-Aquitaine, France (Hybrid)
3 Months ago
bytedance - Imaging System Architect

bytedance

San Jose, California, United States (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

San Jose, California, United States (On-Site)

San Jose, California, United States (On-Site)

Seattle, Washington, United States (On-Site)

San Jose, California, United States (On-Site)

San Jose, California, United States (On-Site)

Tokyo, Japan (On-Site)

View All Jobs

Get notified when new jobs are added by bytedance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug