Home
/
Data and Analytics
/
Senior AI Engineer - Platform
Senior AI Engineer - Platform
Belfast
May 20, 2024
ABOUT RAPID7
Rapid7 is helping organizations around the globe advance securely.
1,001 - 5,000 employees
Technology
VIEW COMPANY PROFILE >>
About Senior AI Engineer - Platform

  The global order relies on a free and open internet, and cybercriminals have turned it into their playground. As they chase AI to increase the speed and scale of their attacks, Rapid7 has been leveraging it to supercharge our cybersecurity detections and triage alerts quickly. For decades, we've been using AI technology to power risk and threat analysis to detect attacks earlier and reduce response time.

  Rapid7 is making significant investments in our Belfast office with the formation of our new AI Centre of Excellence, encompassing the full range of AI, ML and data science. As a leader in cybersecurity, we're on a new mission to use AI to accelerate threat investigation, detection and response (D&R) capabilities of our Security Operations Centre (SOC) for both conventional networks and cloud environments. The AI race to stay ahead of attackers is on and needs more than speed. Attack surfaces are getting broader every day and it's important to optimise D&R with AI that can identify signals in a sea of noise. Further, we're embracing generative AI and researching novel ways LLMs can add value for our customers in D&R.

  We're seeking the best AI, ML and data science talent to build systems for detecting patterns and anomalies humans can't, and which rule-based detections miss. As a Senior AI Engineer, you will design and deliver solutions that address complex, unsolved challenges, working closely with development teams, data engineering, product managers and UI/UX teams along the way. There's a ton of work to do and we would love you to join us!

  Rapid7's AI Centre of Excellence

  The AI CoE partners with our D&R teams in enabling customers to assess risk, detect threats and automate their security programs. Rapid7 also have a best-of-breed managed SOC offering, known as MDR, where teams of analysts are retained to carry out crucial D&R work on behalf of our customers. The positive impact of AI in D&R will be felt right across our customer base. The AI CoE's goals are ambitious and we need dynamic people with a desire to be part of something big. If you want a career move where you can grow and make an impact with AI, this is it.

  We ensure AI, ML and data science are applied in a meaningful way to add customer value, best achieve business objectives and deliver ROI. Unnecessary complexity is avoided and we adopt a creative, fast-fail, highly iterative approach to accelerate ideas from proof-of-concept to go or no-go. Our current capabilities are built on 20+ years of threat analysis and open-source communities with 40 AI patents granted and 20+ pending. However, we're just getting started!

  The make-up of the group is such that our technical skills complement one another. No one can be an expert in everything; we share our AI, ML and data science knowledge between ourselves plus are creating an in-house AI Learning & Development plan. The AI CoE also contributes on occasion to new external AI policy initiatives with recognised bodies like NIST.

  In fact, we'd be delighted if you're open to publishing and presenting your best work with Rapid7 at top conferences around the world and in journals. Our current AI team have a track record of publishing award-winning research at the likes of AISec at ACM CCS and with IEEE; we realise the benefits publishing can bring to an AI career and the confidence it inspires in our customers.

  About the Role

  Senior AI Engineers in model R&D design and implement AI models that are appropriate for the task at hand, using conventional machine learning, deep learning neural networks and other data science techniques, depending on where their skills lie. This is greenfield work and speed to market is key - you'll work fast and smart, getting results that let you make decisions quickly about what to start, what to stop, and what to look into more closely.

  You will have the freedom to take risks and be wrong; even if experiments don't work out, we iterate and try again. Model R&D happens both locally and in the cloud using IDEs and Jupyter, GPU compute as needed, and deployment to production using cloud services like AWS.

  You will:

  Research and develop AI/ML/data science models with a focus on delivering customer value.Carefully consider and solve a diverse range of complex problems, sometimes coming up with new perspectives on existing solutions.Take responsibility for particular pieces of work within a wider project.Be a first-class stakeholder in all parts of the AI R&D process.Build excellent cross-functional relations with teams like engineering, UX, customer research and product management.Help other colleagues in the group with less experience in a particular area, acting as a trusted resource.

  What we're looking for technically:

  Solid practical expertise in AI/ML/data science. You're able to explore, research and tackle problems independently. It's a broad area; we do not expect you to be across it all.More specifically, building models using Python and any libraries like:

  scikit-learn/sklearn; for more conventional ML and data science.PyTorch/Tensorflow/Keras; if your background is deep learning and neural networks.Huggingface/Transformers/LangChain; we use these for LLMs.Pandas/NumPy; for pre-processing and massaging data.Intuition on whether different models you've worked with might, or might not, be a suitable approach for a given use case.As a bonus, a PhD or MSc using AI/ML/data science. We're completely open-minded if you've got a Software Engineering or related degree and changed lanes into AI.Any cybersecurity expertise is also a bonus - or maybe your experience comes from capital markets, online marketplaces, healthcare, social media, insurance, or somewhere else.

  And you as a person:

  Bring a positive, can-do, solution-oriented mindset, welcoming the challenge of tackling the biggest problems.Are persistent and consistent, being able to systematically tackle complex use cases head-on.Enjoy working in a fast-paced environment, sometimes with multiple projects to juggle simultaneously.Understand the highly iterative nature of AI development and the need for rigour.Appreciate the importance of thorough testing and evaluation to avoid silent failures in model development.Are a great teammate to help peers become stronger problem solvers, communicators, and collaborators.Have a curiosity and passion for continuous learning and self-development.Stay receptive to new ideas, listen to suggestions from colleagues, carefully considering and sometimes adopting them.Realise the importance of wider ethical and risk considerations with AI.Possess strong interpersonal and communication abilities, explaining hard-to-understand topics to different audiences, working to build consensus, and writing up work clearly.Exhibit a bias for action, without being careless.

  We know that the best ideas and solutions come from multi-dimensional teams. That's because these teams reflect a variety of backgrounds and professional experiences. If you are excited about this role and feel your experience can make an impact on our AI mission, please don't be shy - apply today.

  About Rapid7

  At Rapid7, we are on a mission to create a secure digital world for our customers, our industry, and our communities. We do this by embracing tenacity, passion, and collaboration to challenge what's possible and drive extraordinary impact.

  Here, we're building a dynamic workplace where everyone can have the career experience of a lifetime. We challenge ourselves to grow to our full potential. We learn from our missteps and celebrate our victories. We come to work every day to push boundaries in cybersecurity and keep our 10,000 global customers ahead of whatever's next.

  Join us and bring your unique experiences and perspectives to tackle some of the world's biggest security challenges.

  #LI-PB1

Comments
Welcome to zdrecruit comments! Please keep conversations courteous and on-topic. To fosterproductive and respectful conversations, you may see comments from our Community Managers.
Sign up to post
Sort by
Show More Comments
SIMILAR JOBS
Clinical Technologist/Technologist Trainee- 2nd Shift | Medical Drug Monitoring LCMS Instrument/Data Analysis
MedTox Laboratories is a subsidiary of Laboratory Corporation of America (LabCorp). The integration of LabCorp and Covance in 2015 makes LabCorp the largest health care diagnostic company in the worl
Stage : Déploiement d'un nouvel outil de documentation des activités de validation de systèmes/équipements, Belgique - 2024
Site Name: Belgium-Wavre Posted Date: Nov 21 2023 Aidez-nous à devancer la maladie en participant à notre programme de stages Formation requise : Vous êtes étudiant(e) en Bachelier/Master en Administ
Program Manager TS/SCI with CI Poly REQUIRED
Program Manager TS/SCI with CI Poly REQUIRED Position Description This is a tremendous opportunity to influence high-level decision makers in the government through a transformational advisory role.
Retail Stores Associate II
Become part of the Converse Team Converse is a place to explore potential, break barriers and push out the edges of what can be. The company looks for people who can grow, think, dream and create. It
AIML - Sr Engineering Program Manager, ML Data & Infrastructure
Summary Posted: Nov 8, 2023 Weekly Hours: 40 Role Number:200519113 Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experience
Camera Software - Computational Photography/Machine Learning Research Engineer
Summary Posted: Nov 10, 2023 Weekly Hours: 40 Role Number:200519262 The Camera Algorithms team is looking for passionate, self-driven computer vision/computational photography research engineers who
Associate Director - Digital Transformation
Site Name: Bengaluru Luxor North Tower Posted Date: Nov 29 2023Your role will bring technical expertise with project management acumen, ensuring seamless coordination and the successful implementatio
CIP Hygiene Technician - Rexdale, ON
Background & Purpose of the Job Help us Bring Out the Best! Unilever is now recruiting for a CIP Technician at our Rexdale facility where we produce Hellmann's Mayonnaise. In this role you will w
Oracle Hyperion DRM Admin
Oracle Hyperion DRM Admin Position Description CGI is looking for an experienced Oracle Hyperion DRM Administrator responsible for configuration, migration, troubleshooting, testing, performance tuni
Modelling/Forecasting Senior Specialist
Hours 40 Department Overview The Platform Delivery Team is responsible for coordinating and/or testing changes or enhancements to the components of the MLE Platform (Model Lifecycle Environment), a L
Copyright 2023-2024 - www.zdrecruit.com All Rights Reserved