Senior Software Engineer, Visual Language and Multimodal Modeling

8 Hours ago • 5 Years + • Artificial Intelligence • Research & Development

Job Summary

Job Description

Google seeks a Senior Software Engineer for Visual Language and Multimodal Modeling. Responsibilities include developing, prototyping, and producing industry-leading biometric authentication technology, supporting high-level Product Area OKRs by developing AI capabilities, and exploring multimodal technologies to improve face authentication solutions using visual language models and multimodal learning techniques. The role involves working with data teams to collect and label datasets, identifying and resolving quality issues, designing, implementing, optimizing, and integrating machine learning algorithms into production systems, and training and evaluating ML models. The ideal candidate possesses experience in software engineering (C++, Python), machine learning, and publications in relevant research venues (CVPR, NeurIPS, etc.).
Must have:
  • 5+ years software development experience
  • Experience with C++, Python, data processing
  • ML algorithm design, implementation, optimization
  • Experience with research publications (CVPR, NeurIPS, etc.)
  • Production system development and integration
Good to have:
  • TensorFlow, Flume experience
  • Computer vision libraries/frameworks
  • Android development experience
  • Face anti-spoofing, biometrics, 3D/2.5D vision experience
  • Facial landmark/pose estimation experience

Job Details


Minimum qualifications:

  • Bachelor's degree in Electrical Engineering, Computer Science, a relevant technical field, or equivalent practical experience.
  • 5 years of experience in software development.
  • Experience in software engineering (e.g., C++, Python, data processing, production backend development, etc.).
  • Experience with publications in related research venues (e.g., CVPR, ICCV, NeurIPS, ICML, ICLR, etc.).

Preferred qualifications:

  • Experience with TensorFlow, Flume, computer vision libraries/frameworks, and Android.
  • Experience in areas like face anti-spoofing, biometrics, 3D/2.5D vision, facial landmark/pose estimation.
  • Ability to build production systems with user impact.
  • Excellent attention to detail and problem solving skills.

About the job

Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

In this role, you will be responsible for developing, prototyping, and producing industry leading biometric authentication technology. You will support high-level Product Area OKR to develop AI capabilities to accelerate product development cycles.

Google's mission is to organize the world's information and make it universally accessible and useful. Our Devices & Services team combines the best of Google AI, Software, and Hardware to create radically helpful experiences for users. We research, design, and develop new technologies and hardware to make our user's interaction with computing faster, seamless, and more powerful. Whether finding new ways to capture and sense the world around us, advancing form factors, or improving interaction methods, the Devices & Services team is making people's lives better through technology.

Responsibilities

  • Explore with the team multimodal technologies that can improve face authentication solutions, which may include visual language models and multimodal learning techniques.
  • Work with the data team to collect evaluation and training datasets (e.g., define requirements, design data collection system setup, and data labeling programs).
  • Identify quality problems and iterate technical solutions.
  • Design, implement, optimize, and integrate machine learning algorithms into production systems.
  • Train and evaluate Machine Learning (ML) models. 

Similar Jobs

Ubisoft - Lead R&D Scientist

Ubisoft

Shanghai, Shanghai, China (On-Site)
2 Days ago
ByteDance - Senior Machine Learning Engineer - AML Algorithm

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Balbix - Staff AI Engineer

Balbix

Bengaluru, Karnataka, India (On-Site)
6 Months ago
Meta - Software Engineer, Machine Learning

Meta

Menlo Park, California, United States (On-Site)
5 Months ago
Tencent - Senior Researcher: Artificial General Intelligence (Natural Language Processing)

Tencent

Bellevue, Washington, United States (On-Site)
8 Months ago
Zoox - Principal Machine Learning Engineer

Zoox

Foster City, California, United States (On-Site)
5 Months ago
Canva - Head of AI Research

Canva

San Francisco, California, United States (Remote)
3 Months ago
Eleven Labs - Machine Learning Researcher

Eleven Labs

Germany (Remote)
3 Weeks ago
Microsoft - Member of Technical Staff Platform Engineer

Microsoft

Mountain View, California, United States (Hybrid)
3 Weeks ago
Google - Engineering Manager, GKE AI, Experience and Ecosystem

Google

Seattle, Washington, United States (On-Site)
9 Hours ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

ByteDance - Software Engineer Intern (Machine Learning Platform) - 2024 Summer (PhD)

ByteDance

Seattle, Washington, United States (On-Site)
5 Months ago
Canva - Senior Machine Learning Engineer - Ecosystem Experiences

Canva

Sydney, New South Wales, Australia (Remote)
1 Month ago
Altagram Group - Data Science Internship/Workstudent

Altagram Group

Germany (On-Site)
3 Weeks ago
NVIDIA - Senior Software Engineer - Automated Parallel Programming

NVIDIA

Santa Clara, California, United States (Remote)
2 Months ago
Samsung Semiconductor - Principal Engineer, AI/ML Software Compiler

Samsung Semiconductor

San Jose, California, United States (On-Site)
1 Day ago
Genies - Machine Learning Engineer: 3D Generative AI

Genies

San Mateo, California, United States (Remote)
5 Months ago
Google - Software Engineer, Computer Vision and Machine Learning

Google

New Taipei, New Taipei City, Taiwan (On-Site)
9 Hours ago
ByteDance - Machine Learning Engineer - MLDev

ByteDance

Seattle, Washington, United States (On-Site)
3 Weeks ago
NVIDIA - Senior Research Scientist, Multimodal Foundation Models and Robotics

NVIDIA

Santa Clara, California, United States (On-Site)
1 Week ago
NVIDIA - Senior Software QA Test Development Engineer

NVIDIA

Santa Clara, California, United States (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

Jobs in Sydney, New South Wales, Australia

Canva - Frontend Engineer - Editing APIs

Canva

Melbourne, Victoria, Australia (Remote)
1 Month ago
Attentive - Sales Development Representative (Australia)

Attentive

Sydney, New South Wales, Australia (Hybrid)
6 Months ago
Entain - VIP Account Manager

Entain

Melbourne, Victoria, Australia (Hybrid)
3 Weeks ago
Rising Sun Pictures - Remote Compositors

Rising Sun Pictures

Sydney, New South Wales, Australia (Remote)
8 Months ago
Google - Technical Program Management, APAC Network Infrastructure

Google

Sydney, New South Wales, Australia (On-Site)
11 Hours ago
Google - Software Engineer, Site Reliability Engineering, Android

Google

Sydney, New South Wales, Australia (On-Site)
9 Hours ago
Google - UX Writer and Content Designer

Google

Sydney, New South Wales, Australia (On-Site)
9 Hours ago
Canva - Senior Backend Software Engineer - Java - RPC

Canva

Melbourne, Victoria, Australia (Remote)
2 Weeks ago
Luxoft - Neoxam Consultant

Luxoft

Sydney, New South Wales, Australia (On-Site)
5 Months ago
Luxoft - Software Engineer (Node.js)

Luxoft

Sydney, New South Wales, Australia (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

Artificial Intelligence Jobs

Google - Physical Verification and Convergence Engineer

Google

Sunnyvale, California, United States (On-Site)
10 Hours ago
Canva - Research Engineering Manager - Image Generation (m/f/x) - Canva Austria

Canva

Vienna, Vienna, Austria (Remote)
5 Months ago
Google - Senior Staff Software Engineer, Compilers, Research, Core ML

Google

Sunnyvale, California, United States (On-Site)
9 Hours ago
Hedra - Machine Learning Engineer (CUDA)

Hedra

New York, New York, United States (On-Site)
3 Weeks ago
Canva - Machine Learning Research Engineering Manager - Image Generation

Canva

Vienna, Vienna, Austria (Remote)
1 Month ago
Google - Software Engineering Manager, Machine Management System

Google

Sunnyvale, California, United States (On-Site)
11 Hours ago
Thatgamecompany - ML Engineer

Thatgamecompany

United States (Remote)
3 Weeks ago
Lionbridge Games - Language AI Specialist (Test & Tech)

Lionbridge Games

Masovian Voivodeship, Poland (On-Site)
3 Weeks ago
NVIDIA - Research Scientist, Deep Learning and Computer Vision

NVIDIA

Taipei City, Taiwan (On-Site)
2 Months ago
Arrise Solutions (India)   - Senior ML Engineer

Arrise Solutions (India)

Hyderabad, Telangana, India (On-Site)
7 Months ago

Get notifed when new similar jobs are uploaded

About The Company

A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.

Bucharest, Bucharest, Romania (On-Site)

Bengaluru, Karnataka, India (On-Site)

Bengaluru, Karnataka, India (On-Site)

Dublin, County Dublin, Ireland (On-Site)

Bengaluru, Karnataka, India (On-Site)

Sunnyvale, California, United States (On-Site)

Sunnyvale, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by Google

Level Up Your Career in Game Development!

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

Job Common Plug