DevOps Engineer - Applied Machine Learning Engine (Singapore)

3 Months ago • 3 Years + • Research & Development

Job Summary

Job Description

ByteDance seeks a DevOps Engineer for its Applied Machine Learning (AML) team in Singapore. The role involves designing, developing, and maintaining massively distributed recommendation systems, ensuring high availability and creating automated systems and pipelines. Responsibilities include software development, system analysis, troubleshooting, and collaboration with hardware engineers. Candidates should have experience with DevOps technologies (Ansible, Terraform, etc.), cloud services (AWS, Google Cloud, etc.), and programming languages like Python or C/C++. The ideal candidate thrives in fast-paced environments and possesses a strong understanding of code optimization and automation.
Must have:
  • 3+ years relevant experience
  • Experience with distributed systems
  • Large-scale system design & maintenance
  • Proficiency in Python or C/C++
  • DevOps expertise (Ansible, Terraform etc.)
  • Cloud experience (AWS, Google Cloud etc.)
  • Unix/Linux OS familiarity
Good to have:
  • Fast-paced environment adaptability
  • Code optimization & automation skills
  • Proficiency in ML frameworks (TensorFlow, PyTorch etc.)
  • 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. 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) 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 with 3+ years of relevant experience - 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 C/C++ - 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

Nielsen Holdings - Senior System Administrator (Atlassian Tool)

Nielsen Holdings

Bengaluru, Karnataka, India (Hybrid)
1 Month ago
NetSPI - Lead DevOps Engineer

NetSPI

Pune, Maharashtra, India (On-Site)
4 Months ago
Rackspace Technology - Full Stack Developer

Rackspace Technology

Mexico City, Mexico City, Mexico (Remote)
1 Week ago
Synamedia - Software Engineer (Node JS, GoLang, AWS)

Synamedia

Bengaluru, Karnataka, India (On-Site)
5 Months ago
Ajmera Infotech - Kubernetes Experts

Ajmera Infotech

Bengaluru, Karnataka, India (On-Site)
7 Months ago
Rivos - SOC Physical Design Verification Engineer - Full Time

Rivos

Bengaluru, Karnataka, India (Hybrid)
4 Months ago
NVIDIA - ASIC Design Engineer - New College Grad 2024

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago
Tesla - Head of Material Cutting

Tesla

Prüm, Rhineland-Palatinate, Germany (On-Site)
1 Week ago
NVIDIA - Senior Digital Design Verification Engineer - Hardware

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago
Microsoft - Research Intern - Azure Research – Systems

Microsoft

Redmond, Washington, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Huuuge Games - Senior Java Software Engineer

Huuuge Games

Masovian Voivodeship, Poland (Hybrid)
1 Week ago
Scopely - Senior Director, Product - Garden Joy

Scopely

Culver City, California, United States (Hybrid)
2 Months ago
N-iX - Senior Embedded Engineer

N-iX

Lviv, Lviv Oblast, Ukraine (Remote)
1 Week ago
BigID - DevOps Engineer

BigID

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
2 Months ago
PwC - ETIC, Cloud Infrastructure - Manager

PwC

Cairo, Cairo Governorate, Egypt (On-Site)
3 Months ago
Funko - Cloud Systems Engineer

Funko

Washington, United States (On-Site)
2 Months ago
NetSPI - Lead DevOps Engineer

NetSPI

Pune, Maharashtra, India (On-Site)
4 Months ago
Lost Boys Interactive - Senior DevOps Engineer

Lost Boys Interactive

(Remote)
1 Month ago
Rivos - SOC Static Timing Analysis Engineer - Full Time

Rivos

Bengaluru, Karnataka, India (On-Site)
4 Months ago
Google - CPU Design Verification Engineer, Google Cloud

Google

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Fabric - Applied Cryptographer, ZKP Research

Fabric

Chicago, Illinois, United States (Remote)
4 Months ago
Fluence - Senior Elektroingenieur (m/w/d) - Batteriespeicher Projekte

Fluence

Erlangen, Bavaria, Germany (Hybrid)
4 Months ago
NVIDIA - Power Integrity Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
1 Month ago
Riot Games - Principal VFX Artist - Unpublished R&D Product

Riot Games

Los Angeles, California, United States (On-Site)
3 Weeks ago
ByteDance - Machine Learning Researcher - LLM Agent

ByteDance

Singapore (On-Site)
3 Months ago
Krafton  - CEO's Office Staff

Krafton

Seoul, South Korea (On-Site)
2 Weeks ago
NVIDIA - Speed and Reliability Engineer

NVIDIA

Santa Clara, California, United States (Hybrid)
4 Weeks ago
NVIDIA - System Software Engineer - Data Center Diagnostics

NVIDIA

Santa Clara, California, United States (On-Site)
1 Day ago
Riot Games - Principal Technical Producer - League Studio

Riot Games

Los Angeles, California, United States (On-Site)
2 Months ago
Microsoft - Research Intern - Strategic Industry Engagements

Microsoft

Redmond, Washington, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

Taguig, Metro Manila, Philippines (On-Site)

Singapore (On-Site)

Dubai, Dubai, United Arab Emirates (On-Site)

State Of São Paulo, Brazil (On-Site)

Seattle, Washington, United States (On-Site)

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

San Jose, California, United States (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