Rapid7: Principal Artificial Intelligence/Deep Learning Engineer
Rapid7
120 Causeway Street
Boston, MA 02114

Employee Testimonials

Helen Ackers Rapid7
Aniket Menon Rapid7

Video

Overview

Chances are, youve emitted millions of digitally recorded data points today and interacted with at least 3 network-connected devices. Cybersecurity practitioners already struggle to manage threats, vulnerabilities, and risk in current-state environments. Industry projections on the proliferation of connected devices and data elements are leading us into a landscape where breaches are commonplace, and security practitioners are stuck trying to maintain a seemingly infinite number of issues or events.

At Rapid7, youre focused on solving this problem by utilizing AI/Deep Learning methods to enhance and automate intelligent decision-making for practitioners. You are passionate about incrementally improving security through these approaches and creating tools that enable defenders to detect, deter and contain attackers. You strive to build meaningful relationships with customers, Rapid7 employees, and research partners across the globe; these relationships become the foundation of teamwork that will result in better technology to solve these challenging security problems.

As part of Rapid7 Labs, you will collaborate with a globally distributed, core team of Data Scientists, Systems/Data Engineers, and Security Researchers. Your work will not only touch customers directly through products and services we create, but you will be a defining voice on the forefront of Artificial Intelligence/Deep Learning and their applications to cybersecurity to the outside world through publications and conferences. You will have opportunities to apply your skill set to tough problems in vulnerability management & prioritization, anomalous behaviour identification, web application security, threat hunting, and internet-scale adversary identification/tracking. Ultimately, the outcome of your work will be to enable scores of defenders across thousands of organizations to work better, faster, and smarter.

Responsibilities:

  • Develop AI/DL-based solutions for real world, large scale cybersecurity problems
  • Evangelize a unique perspective on cybersecurity issues through research, speaking engagements, and publications
  • Assess, understand and analyze diverse data sources including sampling biases, accuracy, coverage, and potential model limitations
  • Collaborate with data engineers to identify data preparation/cleansing/ETL pipelines
  • Spearhead critical initiatives from concept to rapid prototype to go/no-go

Qualifications:

  • PhD in AI, Deep Learning, Computer Science, a related technical field, or equivalent practical experience
  • Demonstrated knowledge of model development with PyTorch, Keras, TensorFlow, or other modern learning frameworks
  • Experience developing production-quality CNNs, RNNs, and/or GANs
  • Programming experience and proficiency in one or more of the following: R, Python, Java, Scala
  • Experience with generating and publishing research content for diverse audiences
  • Proven track record in generating AI-driven models and applying them to practical issues
  • Experience with SQL, Spark, Athena, Presto, Drill, Hive, relational databases, NoSQL databases, and API endpoints

Preferred, but not required:

  • Experience with cybersecurity, including network protocols, malware concepts, risk assessments, botnet concepts, and anomaly detection
  • Active contributions to open source communities
Full-time

Employee Testimonials

James Green
Director of Engineering, Engineering, Software Development

"My favorite memory of being a 'Moose' is our first ever company-wide hackathon in Cambridge. After a fun–filled week for the company kick-off, we still managed to deliver, through the night, on some amazing ideas."

Brett Garofalo
Manager, Mid-Market Sales

"I am not a natural–born salesperson or leader. Rapid7 gave me the mentorship opportunities and leeway to develop those skillsets. Having the support of my management allowed me to take risks and learn from mistakes instead of being tentative and afraid to put myself out there."

Helen Ackers Rapid7
Helen Ackers
Marketing Specialist

"Every time you feel a little more comfortable with your job and what is expected from you, there is always something new to learn and something to add to the repertoire! I love this, it means every week I can see myself developing in my career."

Aniket Menon Rapid7
Aniket Menon
Manager, Enterprise Deployments

"I love the infectious energy and fast–paced nature of the job. Unrelenting progress towards becoming the #1 company in Cyber Security. The sheer number of Products and Services we have launched in the last two years is a staggering achievement."

Dennis Nahas Rapid7
Dennis Nahas
Systems Administrator

"The most fulfilling moments are seeing our products name dropped in the security press, knowing we all contributed to that."

Ashley Seamans Rapid7
Ashley Seamans
Director of Business Intelligence

"There's never a dull moment and always a new challenge to tackle. I have had the opportunity to work with people across the company on product launches, acquisitions, our global sales expansion and lots of new programs, each with its own hurdles but all equally rewarding."

Chris Wallace Rapid7
Chris Wallace
People Strategy Manager

"It's pretty cool to look around the room and know that I played a part in making all of that happen, and that I hopefully helped those people move into a role that they find really rewarding and exciting. Especially in a company where they in turn can have a big impact and take their careers to the next level. The fact that they are all good people, and that we all manage to have a bit of fun in the process, helps too."

Stephanie Philips Rapid7
Stephanie Philips
Counsel and Director, Contracts, Legal

"I love the truly collaborative team effort from everyone across the board – people are always willing to join an effort or a conversation to make a difference and find a solution, and they don't feel bound by their job descriptions or departmental functions if they have expertise that will help out a fellow Moose."

Roy Hodgman Rapid7
Roy Hodgman
Data Scientist

"I feel that [our core value for] continuous learning best represents me because it's been essential to my career here. There are no shortage of tools and techniques that can be applied to the projects I work on, and despite what I think I might know about the problem at hand, more often than not there are new and novel ways to approach it."