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Staff ML and AI Security Researcher

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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 Life at Now blog and hear from our employees 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. Click here 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 [email protected] 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. Click here to learn what to watch out for and how to protect yourself. All genuine ServiceNow job postings can be found through the ServiceNow Careers site .
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.

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Technology we use

  • Engineering
    • JavaLanguages
    • JavascriptLanguages
    • ReactLibraries
    • Node.jsFrameworks
    • MariaDBDatabases
    • MongoDBDatabases
    • MySQLDatabases
    • PostgreSQLDatabases

Location

101 2nd St #1400, San Francisco, CA 94105

An Insider's view of ServiceNow

How would you describe the company’s work-life balance?

I am a working mom, and I appreciate the privilege of being able to work from home when I need to adjust my hours. I could be offline for two hours in the middle of the day because there's a school event for my kids. To be able to do so without the pressure of, "Oh my goodness! Now it's going to make me look bad," I don't take that for granted.

Kurdin

Manager, Strategy & Operations

What does your typical day look like?

If I could clarify one thing about being an engineer, we're a lot more collaborative than people think. Engineers can be seen as always sitting by themselves in front of a computer in a dark room and code just streaming down it. However, we work closely with project managers and designers to create the best product for customers.

Viviana

Senior Machine Learning Engineer

How does the company support your career growth?

Since joining ServiceNow, I've built out my leadership team, and 60% are women. My goal for my team is to create opportunities and a platform to showcase the incredible impact that they're having on the business, whether that's having them lead a critical initiative with cross-functional visibility or present during a C-suite meeting.

Vanessa

President, ServiceNow.org

What is your vision for the company?

We want to create a place where people want to come to work every day and do what they enjoy–where they feel challenged, collaborate with colleagues around the globe, and know what they're doing matters. It is really humbling to work with so many hardworking individuals who also want to see each other succeed and who are building something great.

Pat

Chief Technology Officer

What are some things you learned at the company?

Sometimes, we feel a little self-conscious. We may feel intimated or too shy to share our points of view. But in order to make an impact, we need to be able to trust our voice.

Ying

Director, Product Design

What are ServiceNow Perks + Benefits

ServiceNow Benefits Overview

We make work better for people—including our own. From work environments that help us do our best work, to benefits and a culture that encourage employees to stay healthy, happy, engaged, and growing, we keep our people at the center of everything we do.

Culture
Volunteer in local community
Open door policy
Open office floor plan
Flexible work schedule
Remote work program
Diversity
Documented equal pay policy
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Diversity manifesto
Mean gender pay gap below 10%
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance + Wellness
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Wellness programs
Financial & Retirement
401(K)
401(K) matching
Company equity
Employee stock purchase plan
Performance bonus
Charitable contribution matching
Child Care & Parental Leave
Childcare benefits
Generous parental leave
Family medical leave
Adoption Assistance
Vacation + Time Off
Unlimited vacation policy
Generous PTO
Paid volunteer time
Paid holidays
Paid sick days
Office Perks
Commuter benefits
Company-sponsored outings
Free snacks and drinks
Company-sponsored happy hours
Onsite office parking
Onsite gym
Professional Development
Tuition reimbursement
Lunch and learns
Promote from within
Mentorship program
Online course subscriptions available

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