Software Engineer Graduate (Applied Machine Learning - Orchestration)

2 Months ago • All levels • Research Development • $145,000 PA - $250,000 PA

Job Summary

Job Description

The Software Engineer Graduate will design and implement global-scale machine learning systems for feeds, ads, and search ranking models, improving machine learning infrastructure usability, flexibility, and efficiency. They will also improve model training, data pipelines, and resource management for multi-tenancy machine learning systems, and design and develop key components of ML infrastructure. This role requires strong programming skills, proficiency in relevant languages, and the ability to work independently within a team, communicating technical concepts effectively. Experience with big data orchestration and cloud services is preferred. They will also be responsible for improving the workflow of model training and serving, data pipelines and resource management for multi-tenancy machine learning systems.
Must have:
  • Proficiency in C/C++/Python/Golang, solid programming skills.
  • Familiarity with deep learning frameworks (TensorFlow/Pytorch).
  • Good communication and teamwork skills.
Good to have:
  • Experience contributing to an open-sourced machine learning framework.
  • Experience in big data orchestration frameworks (e.g., K8s/Spark/Hadoop/Flink).
  • Experience in building solutions with AWS, GCP, Azures, OCI, AliCloud or other cloud services.
Perks:
  • Medical, dental, and vision insurance.
  • 401(k) savings plan with company match.
  • Paid parental leave.
  • Short-term and long-term disability coverage.
  • Life insurance, wellbeing benefits.
  • 10 paid holidays per year.
  • 10 paid sick days per year.
  • 17 days of Paid Personal Time.

Job Details

About the team: The mission of our AML team is to push the next-generation AI infrastructure and recommendation platform for the ads ranking, search ranking, live & ecom ranking in our company. We also drive substantial impact on core businesses of the company. Currently, we are looking for Software Engineers New Graduate to join our team to support and advance that mission. Responsibiltiies: - Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models. - Responsible for improving the machine learning infrastructure's usability, flexibility, and efficiency. - Responsible for improving the workflow of model training and serving, data pipelines and resource management for multi-tenancy machine learning systems. - Responsible for designing and developing key components of ML infrastructure Qualifications: - Currently pursuing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline - Proficient in C/C++/Python/Golang, and have solid programming skills(e.g. algorithms and data structures). - Familiar with deep learning frameworks (TensorFlow/Pytorch). - Ability to work independently and complete projects from beginning to end and in a timely manner. - Good communication and teamwork skills to clearly communicate technical concepts with other teammates. Preferred Qualifications: - Experience contributing to an open sourced machine learning framework (TensorFlow/PyTorch), experience on improving core machine learning infrastructure. - Experience in big data orchestration frameworks (e.g., K8s/Spark/Hadoop/Flink), experience in resource management and task scheduling for large scale distributed systems, experience in building solutions with AWS, GCP, Azures, OCI, AliCloud or other cloud services. [Scheduling] - Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/TPU/RDMA) or ML for Systems. - Experience in developing and deploying large-scale systems(e.g. Monitoring, Analyzing, Troubleshooting, and Notification systems), strong understanding of code optimizing, routine task automation and failure self-healing, familiar with IaC technologies like Terraform/Ansible. [EffeciencyTool]

Similar Jobs

PwC - Senior Associate-SAP FICO-Kolkata-RDC

PwC

Kolkata, West Bengal, India (On-Site)
10 Months ago
Salesforce - Enterprise Account Executive - Manufacturing, Automotive & Defence

Salesforce

London, England, United Kingdom (On-Site)
1 Year ago
Super.com - Manager, Data Analytics

Super.com

Canada (Remote)
5 Months ago
Tesla - Parts Advisor

Tesla

Timișoara, Timiș, Romania (On-Site)
6 Months ago
lifechruh - Senior Software Engineer

lifechruh

Edmond, Oklahoma, United States (On-Site)
2 Weeks ago
zoox - Senior Staff Machine Learning Engineer - Perception

zoox

Foster City, California, United States (Hybrid)
9 Months ago
WRI - Research Analyst

WRI

Washington, District Of Columbia, United States (Hybrid)
2 Weeks ago
Siemens  - Generative AI Architect

Siemens

Bengaluru, Karnataka, India (On-Site)
2 Months ago
Apple - AIML - Staff Machine Learning Engineer - Answers, Knowledge & Intelligence (AKI)

Apple

Cupertino, California, United States (On-Site)
2 Months ago
Make - HR Automation & AI Lead

Make

Prague, Czechia (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

DNEG - Senior Product Manager

DNEG

London, England, United Kingdom (Remote)
2 Months ago
Any Desk - Sales Support Specialist

Any Desk

Clearwater, Florida, United States (Hybrid)
3 Weeks ago
Wolters Kluwer - Production Specialist (Copy Editing)

Wolters Kluwer

Pune, Maharashtra, India (Hybrid)
2 Months ago
Aledade - Director of AI Transformation

Aledade

Arlington, Virginia, United States (Remote)
1 Month ago
Nexters - Creative Producer

Nexters

Cyprus (Remote)
4 Months ago
Green gold animation - 2D Location Concept Artist

Green gold animation

Hyderabad, Telangana, India (On-Site)
3 Weeks ago
Rocket Science - Producer (Technical Account Manager)

Rocket Science

Cardiff, Wales, United Kingdom (Hybrid)
4 Months ago
d3t - Compliance Analyst

d3t

Gateshead, England, United Kingdom (Hybrid)
4 Months ago
Moloco - Outbound Product Lead - Moloco Commerce Media

Moloco

New York, United States (On-Site)
2 Weeks ago
Rackspace Technology - Sales Executive II - IN - Remote

Rackspace Technology

Gurugram, Haryana, India (Remote)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Jobs in San Jose, California, United States

bytedance - Research Scientist, Infrastructure System Lab

bytedance

San Jose, California, United States (On-Site)
4 Months ago
Yahoo - Principal Software Web Frontend Engineer

Yahoo

United States (Hybrid)
3 Weeks ago
PermitFlow - Machine Learning, Software Engineer

PermitFlow

New York, United States (Hybrid)
2 Weeks ago
JDA - CPG Account Manager

JDA

Dallas, Texas, United States (Remote)
1 Year ago
Tencent - Senior Regional Manager of Tencent Overseas Payments

Tencent

Palo Alto, California, United States (On-Site)
5 Months ago
sony global (Games) - AI/ML Computer Graphics and Robotics for 3D Animation Research Intern

sony global (Games)

San Jose, California, United States (On-Site)
3 Months ago
Vercel - Security Product Manager

Vercel

San Francisco, California, United States (Remote)
2 Months ago
SBM Management - Custodial Lead

SBM Management

Fort Walton Beach, Florida, United States (On-Site)
1 Month ago
Apple - CAD Engineer - RTL Construction

Apple

Cupertino, California, United States (On-Site)
2 Months ago
Granicus - SLED Local Enterprise Account Executive - East

Granicus

United States (Remote)
3 Months ago

Get notifed when new similar jobs are uploaded

Research Development Jobs

LLNL - Computational Biology - Postdoctoral Researcher

LLNL

Livermore, California, United States (On-Site)
3 Months ago
Addepar - Sr. Researcher

Addepar

New York, New York, United States (On-Site)
3 Months ago
CookUnity - Head of AI/ML

CookUnity

Toronto, Ontario, Canada (On-Site)
2 Weeks ago
EMA - AI Application Engineer

EMA

California, United States (On-Site)
4 Months ago
bytedance - Senior Software Engineer - Generative AI

bytedance

San Jose, California, United States (On-Site)
6 Months ago
London stock Exchange - Senior Manager Developer AI Solutions

London stock Exchange

London, England, United Kingdom (On-Site)
2 Months ago
Roblox - Principal Machine Learning Engineer, Content Safety

Roblox

San Mateo, California, United States (On-Site)
1 Month ago
Alpha Sense - Senior Software Engineer (AI Applications)

Alpha Sense

Pune, Maharashtra, India (On-Site)
1 Month ago
Apple - ML Engineering Manager, Siri

Apple

Cupertino, California, United States (On-Site)
2 Months ago
e2 open - Research Engineer

e2 open

China (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.
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