Backend Engineer, Applied Machine Learning Engine (Efficiency Tool)

3 Months ago • All levels • Research & Development

Job Summary

Job Description

ByteDance seeks a Backend Engineer for its Applied Machine Learning Engine (Efficiency Tool) in Singapore. Responsibilities include researching, designing, and developing computer and network software; analyzing user needs and developing software solutions; updating and enhancing software capabilities; directing software testing and validation; and collaborating with hardware engineers. The ideal candidate possesses a Bachelor's degree in Computer Science, proven experience in distributed systems, large-scale system design and maintenance, proficiency in Python or Golang, expertise in DevOps technologies (Ansible, Terraform, etc.), and experience with cloud services (AWS, Google Cloud, etc.). Familiarity with Unix/Linux is essential. The role involves working within the Applied Machine Learning (AML) team, focusing on building and maintaining highly available machine learning services.
Must have:
  • Bachelor's degree in CS
  • Experience with distributed systems
  • Large-scale system design & maintenance
  • Proficiency in Python or Golang
  • DevOps expertise (Ansible, Terraform)
  • Cloud services experience (AWS, GCP, etc.)
  • Unix/Linux familiarity
Good to have:
  • Fast-paced environment adaptability
  • Code optimization & automation skills
  • Machine learning framework proficiency (TensorFlow, PyTorch)
  • Strong algorithms & data structures background

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. About ByteDance 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. 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) team combines system engineering and the art of machine learning to develop and run massively distributed recommendation system around the world. On the team, you'll have the opportunity to sharpen your expertise in coding, performance analysis and large system operation, and get heavily involved in the process of hardware/capacity decision-making. DevOps ensures that the very centric machine learning services at TikTok have the highest level of availability, as well as creating highly automated systems and pipelines. Responsibilities - 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. - 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 - Bachelor’s degree in Computer Science or equivalent - Proven experience in analyzing and troubleshooting distributed systems. - Prior experience designing and maintaining large-scale systems. - Experience programming in at least one of the following languages: Python or Golang - Expertise in DevOps technologies like Ansible, Terraform, Salt, Bash Scripting, etc. - Experience in building solutions with AWS, Google, Azures, AliCloud or other cloud services. - Familiar with Unix/Linux operating systems. Preferred Qualifications - Ability to thrive in a fast-paced environment. - Strong understanding of code optimizing and routine tasks automation. - Proficiency in at least one machine learning framework: TensorFlow, PyTorch, MXNet or PaddlePaddle. - Solid background of algorithms and data structures. 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.

Similar Jobs

Wargaming - Software Engineer (Python/Go)

Wargaming

Belgrade, Serbia (Hybrid)
5 Days ago
GoReel - DevOps Lead

GoReel

Bratislava Region, Slovakia (Remote)
2 Weeks ago
Luxoft - Senior Java engineer (with oncall support)

Luxoft

Ukrainka, Kyiv Oblast, Ukraine (Remote)
3 Months ago
NVIDIA - Senior DevOps Engineer, Deep Learning Frameworks

NVIDIA

Warsaw, Masovian Voivodeship, Poland (On-Site)
2 Months ago
ION - Cyber Security Analyst, Italy

ION

Pisa, Tuscany, Italy (On-Site)
5 Months ago
NVIDIA - Senior STA Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
2 Months ago
NVIDIA - Manager, Software Engineering

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
1 Month ago
NVIDIA - Senior Formal Verification Engineer

NVIDIA

Bengaluru, Karnataka, India (Hybrid)
1 Week ago
NVIDIA - Senior Package Layout Engineer - Hardware

NVIDIA

California, Maryland, United States (Remote)
1 Month ago
Riot Games - Staff Software Engineer - League of Legends, Champions

Riot Games

Los Angeles, California, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Velotio Technologies - Senior DevOps Engineer (GCP)

Velotio Technologies

Maharashtra, India (Remote)
1 Week ago
PlayStation Global - Senior Service Reliability Engineer

PlayStation Global

Aliso Viejo, California, United States (On-Site)
5 Months ago
The Walt Disney Company - Senior Systems Engineer

The Walt Disney Company

New York, New York, United States (On-Site)
3 Months ago
Nintendo - Contract - DevOps Engineer

Nintendo

Redmond, Washington, United States (On-Site)
2 Months ago
Revolgy - Senior Cloud Operations Engineer

Revolgy

United Kingdom (Remote)
6 Days ago
NVIDIA - SOC Clock Distribution Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
4 Weeks ago
NVIDIA - Senior Site Reliability Engineer - AI Research Clusters

NVIDIA

Bengaluru, Karnataka, India (Hybrid)
2 Months ago
Kaseya - Senior Engineer - Cloud Ops

Kaseya

Bengaluru, Karnataka, India (On-Site)
5 Months ago
hostari - Site Reliability Engineer (Remote)

hostari

(Remote)
3 Months ago
Playrix - Senior Release Support Engineer

Playrix

Serbia (Remote)
5 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

ByteDance - Product Manager - Edge Computing Platform

ByteDance

Singapore (On-Site)
5 Months ago
HoYoverse - Data Analyst - Honkai: Star Rail - Fresh Grad

HoYoverse

Singapore (On-Site)
4 Months ago
ByteDance - Senior Privacy Security Product Manager - Information System

ByteDance

Singapore (On-Site)
2 Months ago
ByteDance - DevOps Engineer, Applied Machine Learning Engine - 2025 Start

ByteDance

Singapore (On-Site)
5 Months ago
PwC - Functional Data Architect

PwC

Singapore (On-Site)
6 Months ago
ByteDance - Payment Product Management Intern - Global Payment

ByteDance

Singapore (On-Site)
1 Week ago
HoYoverse - Level Designer - Fresh Grad

HoYoverse

Singapore (On-Site)
1 Month ago
The Walt Disney Company - Marketing, Media & VIP Guest Services Manager

The Walt Disney Company

Singapore, Singapore (On-Site)
1 Month ago
OKX - Senior Data Analyst, Trading Product

OKX

Singapore, Singapore (On-Site)
5 Months ago
ByteDance - LLM Global Data - LLM Coding Trainer Intern - 2025 Start

ByteDance

Singapore (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

NVIDIA - Software Engineer Intern, Autonomous Vehicle - 2025

NVIDIA

Shenzhen, Guangdong Province, China (On-Site)
2 Months ago
Riot Games - Senior Data Scientist - Singapore Efficiency Team

Riot Games

Singapore (On-Site)
2 Months ago
NVIDIA - Senior System Software Engineer, NCCL - Partner Enablement

NVIDIA

Santa Clara, California, United States (Remote)
1 Month ago
Solvative - WordPress Developer - Winter Internship 2025

Solvative

Ahmedabad, Gujarat, India (Remote)
2 Months ago
Nagarro - Team Lead SAP ABAP Technical Consulting

Nagarro

Germany (Remote)
2 Months ago
Tencent - Senior Regional Game Operation Manager

Tencent

Shanghai, Shanghai, China (On-Site)
4 Months ago
Valve corporation - Software Engineer for HW

Valve corporation

Bellevue, Washington, United States (On-Site)
5 Months ago
NVIDIA - Silicon Power Performance Engineer

NVIDIA

Bengaluru, Karnataka, India (Hybrid)
2 Weeks ago
NVIDIA - Senior CPU Design Engineer

NVIDIA

Westford, Massachusetts, United States (Hybrid)
1 Week ago
Tencent - Senior Researcher, Speech Processing

Tencent

London, England, United Kingdom (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

New York, New York, United States (On-Site)

Jakarta, Jakarta, Indonesia (On-Site)

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

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

Singapore (On-Site)

Taguig, Metro Manila, Philippines (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