Staff ML and AI Security Researcher

3-4 years
a month ago 2 Applied
Job Description


Company Description

At ServiceNow, our technology makes the world work for everyone, and our people make it possible. We move fast because the world can't wait, and we innovate in ways no one else can for our customers and communities. By joining ServiceNow, you are part of an ambitious team of change makers who have a restless curiosity and a drive for ingenuity. We know that your best work happens when you live your best life and share your unique talents, so we do everything we can to make that possible. We dream big together, supporting each other to make our individual and collective dreams come true. The future is ours, and it starts with you.

With more than 7,700+ customers, we serve approximately 85% of the Fortune 500, and we're proud to be one of FORTUNE 100 Best Companies to Work For and World's Most Admired Companies.

Learn more on and about their experiences working at ServiceNow.

Unsure if you meet all the qualifications of a job description but are deeply excited about the role We still encourage you to apply! At ServiceNow, we are committed to creating an inclusive environment where all voices are heard, valued, and respected. We welcome all candidates, including individuals from non-traditional, varied backgrounds, that might not come from a typical path connected to this role. We believe skills and experience are transferrable, and the desire to dream big makes for great candidates.


Job Description

About Digital Technology & The SSO

We're not yesterday's IT department, we're Digital Technology. The world around us keeps changing and so do we. We're redefining what it means to be IT with a mindset centered on transformation, experience, AI-driven automation, innovation, and growth.

We're all about delivering delightful, secure customer and employee experiences that accelerate ServiceNow's journey to become the defining enterprise software company of the 21st century. And we love co-creating, using, and highlighting our own products to do it.

Ultimately, we strive to make the world work better for our employees and customers when you work in ServiceNow Digital Technology, you work for them.

The ServiceNow Security Organization (SSO) delivers world-class, innovative security solutions to reduce risk and protect the company and our customers. We enable our customers to migrate their most sensitive data and workloads to the cloud, accelerating our business so that we are the most trusted SaaS provider. We create an environment where our employees are proud to work and can make a positive impact.

About the Role

As a Staff ML/AI Security Researcher, you will be responsible for security auditing of machine learning and AI, including large language models (LLMs), within the ServiceNow platform, and our products, including design and architecture review and implementation review and testing.

In addition to adversarial machine learning, this will require in-depth knowledge of various approaches to application auditing including secure code review, web application testing, and threat modeling. You'll work closely with product engineering teams to assist with providing investigative reports for remediation and roadmap planning of platform security enhancements.

You will also conduct publishable novel research defining new attacks on ML/AI systems and mitigations to those attacks and others as they become known. This will require staying current on ML/AI security by performing literature reviews on academic and applied research into the security of machine learning and AI systems and primitives.

What you get to do in this role:

  • Perform security auditing to discover, communicate, and recommend remediation activities for security/privacy/legal/ethical considerations in ML and AI models, datasets, and services build on or interacting with them, including:

  • Performing tailored investigations to identify and report on areas and sources of risk

  • Devising actionable, and potentially novel, tailored remediations and recommendations focused on reducing risk

  • Work with engineering teams to support remediation efforts and platform security enhancements

  • Proactively research attack vectors against ML and AI that may affect ServiceNow

  • Publish research demonstrating technical security expertise, such as through academic papers, blog posts, and whitepapers


Qualifications

To be successful in this role, we need someone who has:

  • Experience in adversarial machine learning, including data poisoning, prompt injection, and model extraction

  • 3-4 years of experience of application security auditing including code review and threat modeling

  • Strong understanding of common application security vulnerability and mitigating controls

  • Experience in security auditing and code review of Java and Python

  • A passion for security, privacy, and problem solving

  • Proven track record of delivering high-quality research outputs and publication of research in the field of security at top-tier venues

  • Ability to deliver technical reports and communicate technical concepts to both non-technical business users, as well as technical stakeholders

  • Strong verbal communication skills with an emphasis on application remediation processes

  • Ability to generate working proof-of-concept exploits for theoretical attacks

  • Fluency in reading academic papers on machine learning and AI

  • Degree in computer science or engineering, artificial intelligence, mathematics, statistics, or informatics, or equivalent work experience

Preferred Qualifications:

  • Demonstrated interest in ML/AI security and/or privacy such as evidenced by work in differential privacy or secure multiparty computation

  • Demonstrated technical skills and knowledge in deep learning, transformer models, natural language processing

  • Experience with Keras, PyTorch, and/or TensorFlow

  • Master's degree in computer science or engineering, artificial intelligence, mathematics, statistics, or informatics

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Additional Information

ServiceNow is an Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, national origin or nationality, ancestry, age, disability, gender identity or expression, marital status, veteran status or any other category protected by law.

At ServiceNow, we lead with flexibility and trust in our distributed world of work. to learn about our work personas: flexible, remote and required-in-office.

If you require a reasonable accommodation to complete any part of the application process, or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact us at for assistance.

For positions requiring access to technical data subject to export control regulations, including Export Administration Regulations (EAR), ServiceNow may have to obtain export licensing approval from the U.S. Government for certain individuals. All employment is contingent upon ServiceNow obtaining any export license or other approval that may be required by the U.S. Government.

Please Note: Fraudulent job postings/job scams are increasingly common. to learn what to watch out for and how to protect yourself. All genuine ServiceNow job postings can be found through the .

From Fortune. 2022 Fortune Media IP Limited All rights reserved. Used under license.

Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of, ServiceNow.


JOB TYPE

Function

Skills

adversarial machine learning
top-tier venues
technical stakeholders
theoretical attacks
academic papers
research outputs
Ai
non-technical business users
proof-of-concept exploits
prompt injection
transformer models
data poisoning
application security auditing
model extraction

ServiceNow is an American software company based in Santa Clara, California that develops a cloud computing platform to help companies manage digital workflows for enterprise operations. Founded in 2003 by Fred Luddy, ServiceNow is listed on the New York Stock Exchange and is a constituent of the Russell 1000 Index and S&P 500 Index. In 2018, Forbes magazine named it number one on its list of the world's most innovative companies.ServiceNow was founded as Glidesoft, Inc. in 2003 by Fred Luddy (previously CTO at software companies Peregrine Systems and Remedy Corporation), and later incorporated in California in 2004

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