Research Scientist/Research Engineer, AI for Secure Code - Mountain View
4 days ago
Job description
SnapshotWork with research scientists and engineers to advance the capabilities of CodeMender, an AI agent for code security. Together, you will apply ML and advanced program analysis techniques to make software more secure.
About Us
Artificial Intelligence could be one of humanity's most useful inventions. At DeepMind, we're a team of scientists, engineers, machine learning experts and more, working together to advance the state of the art in artificial intelligence. We use our technologies for widespread public benefit and scientific discovery, and collaborate with others on critical challenges, ensuring safety and ethics are the highest priority.
The Role
AI's cyberattack capability is increasing rapidly; recently, there has been a surge in the number of zero-day exploits found by AI in well-tested software. As we achieve more breakthroughs in AI-powered vulnerability discovery, it will become increasingly difficult for humans alone to keep up. We recently announced CodeMender, an AI agent for Code Security that helps solve this problem by taking a comprehensive approach to code security that's both reactive, instantly patching new vulnerabilities, and proactive, rewriting and securing existing code and eliminating entire classes of vulnerabilities in the process.
As a research scientist in the CodeMender team, you will research new approaches to leveraging AI for code security, build prototypes and demos, train new models, work with partner and client teams, and most importantly, land transformative impact for GDM and software security more broadly.
The preferred locations are Mountain View, San Francisco, or New York.
Key responsibilities:
- Developing strategies and solutions to advance the agent's abilities to solve code security challenges.
- Integrating novel agentic techniques into research prototypes.
- Training new models using fine tuning or reinforcement learning techniques.
- Building evaluation pipelines, benchmarks, and leaderboards.
- Working with product teams to gather research and product requirements.
- Consulting on the deployment of research-based solutions to products.
We seek out individuals who thrive in ambiguity and who are willing to help out with whatever moves prototypes forward. We regularly need to invent novel solutions to problems, and at times change course if our ideas don't work out, so flexibility and adaptability to work is a must.
In order to set you up for success as a Research Scientist or Research Engineer at DeepMind, we look for the following skills and experience:
- Extensive experience with developing ML techniques to reasoning and code generation problems
- MSc or PhD/DPhil degree in computer science or a related field.
- Significant success with project(s) building AI tools, either as research publications at top conferences, as an artifact developed at a company, or as open source artifact(s).
- Large contribution to the code and (co-)leading the development in the project(s) above (which can be a research prototype).
- Proven experience of prominent ML frameworks is highly desirable.
- Experience in ML/AI for Code is helpful.
- Independent, self-starter attitude.
- Passion for the mission above.
At Google DeepMind, we value diversity of experience, knowledge, backgrounds and perspectives and harness these qualities to create extraordinary impact. We are committed to equal employment opportunity regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, pregnancy, or related condition (including breastfeeding) or any other basis as protected by applicable law. If you have a disability or additional need that requires accommodation, please do not hesitate to let us know.
Similar jobs
Research Scientist/Research Engineer, AI for Secure Code
Only for registered members
Work with research scientists and engineers to advance the capabilities of CodeMender, an AI agent for code security. · ...
1 week ago
We are seeking a Security Analyst to join our team. · 3 years of experience in Application Security [Static ,Dynamic Analysis]Experience with Android (OS and apps),JavaAnalyze Android apps(APK), including binariesIdentify mobile threats and classify them ...
3 weeks ago
We are looking for a talented Entry Level AI Software Engineer to join our team.This is an exciting opportunity to start your career using AI to code faster, test better, and ship with confidence. · ...
1 month ago
+Job summary · SAP Security Architect role for Senior SAP Security Architect position at Valcan IT Inc requiring years of experience operating within SAP Security and transitioning to SAP BTP along with S/4HANA.+ResponsibilitiesInteracting and coordinating effectively with busine ...
1 month ago
We are looking for an entry-level AI software engineer to join our team. The successful candidate will have a strong foundation in data structures and algorithms, as well as hands-on experience with coding languages such as Java or Python. · Drive the adoption of AI-assisted DevS ...
1 month ago
We're seeking a Senior Operations Associate Coding (Multi-Specialty) to drive excellence and scalability within our Coding Operations organization.In this role you'll play a key part in optimizing workflows ensuring coding accuracy compliance supporting automation initiatives acr ...
1 month ago
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. · The Silicon Security Software team builds the foundations of trust for the mobile SoCs used in Pixel ...
2 weeks ago
Overview · Team Description: Security represents the most critical priorities for our customers in a world awash in digital threats, regulatory scrutiny, and estate complexity. Microsoft Security aspires to make the world a safer place for all. We want to reshape security and emp ...
13 hours ago
We are looking for (L4, L5,L6,L7+) Software Engineers. We're working on: · End-to-end Compliance and Security Controls across Databricks infrastructure and platforms · Building platforms tools to secure our production environment -Access control Application Security AppSec ... · ...
1 month ago
We are looking for a Principal Software Engineer to shape the architecture and technical roadmap for critical secure access capabilities.Microsoft's mission is to empower every person and every organization on the planet to achieve more. · ResponsibilitiesOwn end-to-end architect ...
1 week ago
+Job summary · We are looking for a Principal Software Engineer to shape the architecture and technical roadmap for critical secure access capabilities. · +ResponsibilitiesOwn and evolve the end-to-end architecture for SASE capabilities. · Set technical direction and multi-releas ...
2 weeks ago
Join Us in Building the Future of Home Robotics · At Sunday, we're developing personal robots to reclaim the hours lost to repetitive tasks. We're focused on an ambitious goal to make generalized robots broadly accessible, enabling households to take back quality time. · We have ...
1 day ago
We re seeking an experienced highly collaborative SRE to partner with product teams and tackle our most critical infrastructure challenges. You ll be hands-on in designing building and operating our cloud platform—and driving the reliability performance and security that empower ...
4 days ago
The AI Frameworks team at Microsoft builds the foundational software that powers advanced machine learning across all major Microsoft products-including Windows, Office, Bing, and more. This role targets infrastructure engineers who will focus on cloud security, infrastructure as ...
4 weeks ago
Join Us in Building the Future of Home Robotics · At Sunday, we're developing personal robots to reclaim the hours lost to repetitive tasks. We're focused on an ambitious goal to make generalized robots broadly accessible, enabling households to take back quality time. · We have ...
11 hours ago
We are building the future of secure-first platforms.We design and implement security software components on the Microsoft Device Ecosystem Platform (MDEP) to protect devices and their users' data, as well as secure remote services access. · A competitive salary ranging from $119 ...
2 weeks ago
We are seeking a highly skilled Senior Cloud Networking Engineer to design implement and optimize networking solutions across our cloud environments. · Architect and maintain networking solutions in AWS and Google Cloud Platform including VPCs subnets routing peering and hybrid c ...
2 weeks ago
We are looking for (L4, L5, L6, L7+) Software Engineers. If you're passionate about building secure scalable systems—and excited by the challenge of using cutting-edge AI to solve security and compliance problems—we'd love to hear from you. · Passionate about building secure scal ...
1 month ago
Our client is looking for a Principal Cybersecurity Architect for a contract project in Mountain View CA. The job requires a Bachelor's degree or Master's degree in Computer science or Cybersecurity with minimum 12+ years of Overall IT experience. · ...
1 week ago
We are seeking a Principal Software Automation Engineer to define, · scale, · and govern automation standards across HPC infrastructure, · operational services, · & Azure-connected platforms.This is a high-impact player/coach role responsible for setting · the technical vision of ...
3 weeks ago