At a Glance
- Tasks: Join R&D teams to develop and optimise innovative machine learning models for cybersecurity.
- Company: Darktrace, a global leader in AI for cybersecurity with a vibrant culture.
- Benefits: Generous holiday, private medical insurance, life insurance, and a cycle to work scheme.
- Other info: Hybrid role with excellent career growth opportunities in a dynamic environment.
- Why this job: Make a real impact in cybersecurity while working with cutting-edge technology.
- Qualifications: Experience in Python programming and familiarity with machine learning frameworks.
The predicted salary is between 50000 - 70000 £ per year.
Darktrace is a global leader in AI for cybersecurity that keeps organizations ahead of the changing threat landscape every day. Founded in 2013, Darktrace provides the essential cybersecurity platform protecting nearly 10,000 organizations from unknown threats using its proprietary AI. The Darktrace Active AI Security Platform™ delivers a proactive approach to cyber resilience to secure the business across the entire digital estate – from network to cloud to email. Breakthrough innovations from our R&D teams have resulted in over 200 patent applications filed. Darktrace’s platform and services are supported by over 2,400 employees around the world.
Join our dynamic R&D teams in Cambridge and London, where you'll contribute to the development and enhancement of products driving our company's rapid growth. Please note this is a hybrid position that requires attendance in the Cambridge office at least 2 days a week.
What will I be doing:
- As a Software Engineer focussing on ML integration, you will assist with the deployment and optimisation of new and innovative machine learning models to further improve Darktrace’s services and offerings while balancing creativity, logical thinking and time constraints to implement novel features.
- You will collaborate with a cross-functional team of engineers, machine learning specialists and security researchers to create cutting-edge models and optimising solutions to improve both speed and scale.
- Other responsibilities will include but are not limited to:
- Contributing to projects ranging from rapid prototyping of new ideas to optimising runtime and memory usage of existing models.
- Advancing our unique methodology for defending against unknown cyber-attacks.
- Embracing innovation and creativity in your approach, alongside traditional project-based development.
- Developing core competencies in various technology stacks, with opportunities to specialize in specific domains.
What experience do I need:
- We seek engineers with a solution-focused mindset and an analytical approach to problem-solving.
- During the interview process, you'll demonstrate your programming skills and your ability to write production-quality Python code.
- Additionally, you should be:
- Comfortable working autonomously and making independent decisions, while also being able to collaborate effectively within a team.
- Familiar with common machine learning and model acceleration frameworks (e.g. PyTorch, ONNX, ONNX Runtime).
- Experienced with Python data and matrix manipulation libraries (e.g. numpy and pandas).
- Knowledgeable about Python memory management and optimising GPU usage (beneficial but not essential).
- Experienced with Rust, specifically the ort crate (beneficial but not essential).
- Interested in cyber security and willing to learn more.
Benefits:
- 23 days’ holiday + all public holidays, rising to 25 days after 2 years of service.
- Additional day off for your birthday.
- Private medical insurance which covers you, your cohabiting partner and children.
- Life insurance of 4 times your base salary.
- Salary sacrifice pension scheme.
- Enhanced family leave.
- Confidential Employee Assistance Program.
- Cycle to work scheme.
Machine Learning Integration Engineer employer: Darktrace
Darktrace is an exceptional employer, offering a vibrant work culture in the heart of Cambridge and London, where innovation thrives. Employees benefit from a supportive environment that encourages professional growth through collaboration with leading experts in AI and cybersecurity, alongside competitive perks such as private medical insurance, generous holiday allowances, and a focus on work-life balance. Join us to be part of a pioneering team dedicated to advancing cybersecurity solutions while enjoying unique opportunities for personal and career development.
StudySmarter Expert Advice🤫
We think this is how you could land Machine Learning Integration Engineer
✨Get Involved in the Cybersecurity Community
Diving into the cybersecurity community is key for landing that full-time gig. Join forums like Reddit's r/cybersecurity or attend local meetups to connect with industry veterans and other job seekers. Networking is everything in this field—don’t just be a passive lurker!
✨Show Off Your Skills with Capture the Flag Competitions
Participate in Capture the Flag (CTF) competitions; these are not just a fun way to boost your skills but also a chance to showcase your talent to potential employers. Many companies, including Darktrace, love seeing candidates who actively engage in these challenges.
✨Tailor Your Online Presence
Make sure your LinkedIn and any professional profiles reflect your cybersecurity expertise. Share your projects, whether they’re personal or from a previous role, to catch the eye of hiring managers. This is how they’ll find your passion and commitment to the field!
✨Apply Directly Through Darktrace
Don’t forget to head straight to our website and check out any openings for cybersecurity roles at Darktrace. Applying directly can sometimes give you an edge, especially if you can mention that you've been following our work or engaging in the community.
We think you need these skills to ace Machine Learning Integration Engineer
Some tips for your application 🫡
Show off your technical skills:In cybersecurity, it's crucial to highlight your technical prowess. Make sure your CV showcases specific skills like network security, penetration testing, or threat analysis. If you have relevant certifications (like CEH or CISSP), pop those on the front page to grab attention!
Tailor your portfolio for the role:Even for a full-time role, a portfolio can set you apart. If you've worked on any cybersecurity projects—be it CTF challenges, security assessments, or research papers—include these in your application. This demonstrates not just your skills, but also your hands-on experience!
Use real-world examples:When writing your cover letter, don’t just stick to your qualifications. Share real-world examples of how you’ve tackled security issues or vulnerabilities. This gives the hiring team at Darktrace insight into your practical problem-solving abilities and makes your application memorable.
Demonstrate your passion for cybersecurity:Cybersecurity is an ever-evolving field, so show us that you’re always learning! Mention any recent courses, webinars, or industry events you’ve attended. This not only exhibits your enthusiasm but also signals to Darktrace that you’re committed to staying ahead in the game.
How to prepare for a job interview at Darktrace
✨Sharpen Your Technical Skills
For a role in cybersecurity, it’s essential to be up-to-date with the latest tools and techniques. Brush up on your knowledge of firewalls, intrusion detection systems, and vulnerability assessment tools. Be ready to discuss specific scenarios where you’ve applied these skills, as hands-on experience can really set us apart in interviews.
✨Prepare for Scenario-Based Questions
Expect the interviewers at Darktrace to throw in some hypothetical situations to see how you’d handle them. Think about common security breaches or incidents and be prepared to explain how you would respond. This not only shows your problem-solving skills but also your understanding of real-world cybersecurity challenges.
✨Highlight Your Certifications
Certifications like CompTIA Security+, CISSP, or CEH can give you a significant edge in a full-time role in cybersecurity. Make sure to mention these during your interview and be prepared to discuss what you learned through those certifications and how they relate to the position at Darktrace.
✨Show Your Passion for Cybersecurity
Since you’re going for a full-time gig, showing genuine enthusiasm for the field can make all the difference. Share any personal projects, blogs, or communities you’re part of that relate to cybersecurity. This not only showcases your passion but also your commitment to staying engaged in this ever-evolving field.
