Production Engineer, Applied Machine Learning Engine (Singapore)
About The Team Backed by ByteDance's world-leading core algorithm businesses in recommendation, advertising, and search, the Data-AML team is dedicated to building high-performance, highly available machine learning storage systems that support trillion-parameter models.
We tackle the extreme challenges of globalized, ultra-large-scale clusters, while playing a key role in the development and evolution of machine learning infrastructure. In this team, you'll have the opportunity to sharpen your expertise in multiple subdirections, being model serving, model training, scheduling and orchestration. You are working in the team serving very centric machine learning services at ByteDance with the highest level of availability, as well as creating highly automated systems and pipelines.
Responsibilities - Responsible for production operations management and stability assurance of AML training, inference, and storage systems, covering core pipelines such as scheduling and orchestration, Kubernetes (K8s)/GPU clusters, distributed training, online inference serving, and Parameter Server/NoSQL storage. - Build and maintain SLO/SLA frameworks, observability, alerting, on-call processes, incident diagnosis, self-healing mechanisms, disaster recovery, and post-incident review (postmortem) practices. - Drive engineering capabilities including CI/CD, canary/gradual deployments, automated rollback, system health inspections, pre-flight checks, capacity forecasting, and elastic scaling.
- Lead resource governance and optimization across GPU, CPU, storage, and network infrastructure, including quota management, cost attribution, and performance tuning, to improve system availability, resource utilization, and engineering productivity.
QualificationsMinimum Qualification(s)
- Bachelor's degree or above in Computer Science, Software Engineering, Artificial Intelligence, or a related field.
- Proficient in Linux and skilled in at least one of the following programming languages: Shell, Python, Go, or C++.
- Familiar with machine learning training and inference architectures, Kubernetes, GPU clusters, or distributed storage systems.
- Experienced in production issue troubleshooting, performance analysis, and automation platform development.
- Strong sense of ownership, solid analytical and problem-solving skills, and the ability to drive cross-functional collaboration to resolve complex technical challenges.
Preferred Qualification(s)
- Prior experience with large-scale training, inference, or storage platforms, SLO governance, FinOps practices, NoSQL systems, or open-source infrastructure projects.
- Familiar with the Kubernetes (K8s) ecosystem, with hands-on experience in operating and governing large-scale containerized clusters, including areas such as Operators, declarative operations, and release protection mechanisms.
- Familiar with recommendation and advertising system architectures, with experience in AI infrastructure components such as Parameter Servers or KV Caches (e.g., Mooncake).
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico 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 ByteDanceInspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an \"Always Day 1\" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & InclusionByteDance 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.
#J-18808-LjbffrSimilar roles
Marketing & Social Media Executive
DOUBLE SHOTZ PTE. LTD.·Singapore, Singapore
Join the Monk’s Brew Club Crew AtMonk’s Brew Club, we’re more than just a café. We’re a community hub where great coffee, food, events and meaningful connections come together. Together with our affiliated cafés and restaurants, we’re looking for acreative, energetic and hands-on Marketing & Social Media Executivewho loves content, social media, F&B and bringing brands to life. If you’re…
- Full-time
- SGD 384–SGD 624 / yr
- Employment Pass — tied to employer
Manager, Materials Library, Apparel
VF Corporation·Singapore, Singapore
ABOUT YOUR ROLE: The Manager, Global Materials Library is responsible for the day-to-day management and optimization of VF’s centralized materials library across apparel brands. Reporting to the Senior Manager of Material Library, this role leads a small team of fabric developers and plays a key role in executing material lifecycle strategies, maintaining physical and digital libraries, and supporting cross-brand collaboration.…
- Full-time
- Tech.Pass — self-sponsored, 2-yr
Senior Renewals Specialist
OutSystems·Singapore, Singapore
There are NO limits to your career: come shape the future and be part of a truly unique global culture at OutSystems! ABOUT OUTSYSTEMS At OutSystems, we are accelerating digital transformation globally by empowering organizations to build enterprise-grade applications quickly and efficiently. As our presence in APAC continues to expand from our vibrant commercial hub in Singapore, we are seeking…
- Full-time
- Tech.Pass — self-sponsored, 2-yr
Electrical/Power Hardware Engineer
HP·Singapore, Singapore
Electrical/Power Hardware Engineer Description - Job Summary • The role is responsible for leading multiple project teams, and overseeing the complete process of product design and development. The role ensures designs and project activities are compliant with technology and development guidelines and standards. The role applies advanced subject matter knowledge to provide perspective to cross-organization projects, drive innovation and integrate…
- Full-time
- Tech.Pass — self-sponsored, 2-yr
Senior System Deployment Engineer
RTX·Singapore, Singapore
Date Posted: 2026-08-14

 Country: Singapore

 Location: SG-01-SINGAPORE-083 ~ 83 Clemenceau Ave ~ UE SQAURE

 Position Role Type: Onsite At RTX, the world's largest aerospace and defense company, 185,000 great minds are united by purpose and inspired to make a difference solving the world’s most complex problems. With our three market leading businesses, world-class operations and investments in research and development,…
- Full-time
- Tech.Pass — self-sponsored, 2-yr
Marketing Analytics Manager - THG Nutrition
Thehutgroup·Manchester, United Kingdom
<div class="content-intro"><p><strong><span data-contrast="auto">About THG</span></strong><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":1,"335551620":1,"335559685":0,"335559737":0,"335559738":0,"335559739":160,"335559740":279}"> </span></p> <p><span data-contrast="auto">We are THG, a global ecommerce group on a mission to be the global online leader in beauty and sports nutrition.</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":1,"335551620":1,"335559685":0,"335559737":0,"335559738":240,"335559739":240,"335559740":279}"> </span></p> <p><span data-contrast="auto">Our portfolio of</span><span data-contrast="auto"> leading retailers and brands such as LOOKFANTASTIC, Myprotein, ESPA, Perricone MD, and Cult Beauty form our two core businesses: THG Beauty and THG Nutrition.</span><span data-ccp-props="{"134233117":false,"134233118":false,"201341983":0,"335551550":1,"335551620":1,"335559685":0,"335559737":0,"335559738":240,"335559739":240,"335559740":279}"> </span></p> <p><span data-contrast="none">From…
- On-site
- Full-time
VP of Advisory - Bank of Singapore
Bank of Singapore·Singapore, Singapore
At Bank of Singapore, we are constantly on the lookout for exceptional individuals to join our team. We promote a culture of openness, teamwork and fairness. Most importantly, we invest in our people through our programmes that develop them on both professional and personal levels. Besides attractive remuneration packages, we offer non-financial benefits and opportunities to develop your potential within…
- Full-time
- Tech.Pass — self-sponsored, 2-yr
Senior Data Engineer
GRESB·Amsterdam, Netherlands
About the role GRESB is an industry-led organisation on a mission to provide the financial industry with standardised, validated ESG data on real assets. Investors and managers use that data to allocate capital, and we are changing how we deliver it: from an annual benchmark and static reports towards a continuous, data-first platform. Our data should be easy to access…
- Full-time
- Highly Skilled Migrant — sponsor-tied, fast settlement
