Darktrace

Senior Machine Learning Researcher

Darktrace  •  United Kingdom of Great Britain and Northern Ireland (Hybrid)  •  2 hours ago
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Job Description

Darktrace is a global leader in AI-driven cybersecurity, helping organizations stay ahead of evolving threats every day.

Darktrace was built on a genuinely differentiated idea: that Adaptive AI could detect and respond to novel, real-time cyber threats. That approach matters more than ever in the era of AI. Today, our customers depend on us to stay ahead.

At Darktrace, we are energized by that responsibility. We work across teams and rally around a shared goal. We own outcomes end to end - step in, step up and see things through without waiting to be asked. We make decisions with urgency, say the hard thing, and hold each other to high standards with care and directness. We move first and learn fast anticipating where our customers are going next, continuously challenging ourselves.

We invest in the skills, learning and opportunities that help people deliver at the level their roles demand, and reward the aptitude and curiosity to grow beyond them.

Our Values: Own It | Win as One | Raise Our Bar | Move First. Learn Fast

Job Description:

As a Senior Machine Learning Researcher, you'll play a key role in diverse projects, from prototyping new ideas to extensive research initiatives. Collaborating with software engineers, you'll test and implement research outcomes, contributing to our distinctive cyber defence methodology. This position emphasises expertise in machine learning, though will also involve extensive collaboration with software development and security analysis teams.

What will I be doing?

You will be responsible for exploring solutions to interesting problems in a variety of domains, using techniques including large language models, statistical methods, and classical machine learning where appropriate. You will work both as an independent researcher and in team collaborations. You will also be responsible for implementing your machine learning models in the wider software stack. As we deploy our machine learning models in a variety of settings, including on edge devices, you will be expected to produce optimised solutions for both latency and memory.

Please note this is a hybrid role, with a compulsory attendance of 2 days a week in the Cambridge office.

What experience do I need?

Essential:

  • Candidates must have a PhD or master's degree in machine learning or a related discipline or equivalent experience.
  • Experience with Python machine learning libraries (e.g. PyTorch, TensorFlow, scikit-learn)
  • A deep understanding of large language models and their applications (e.g. transfer learning, embeddings, generative usage, agentic functionality)
  • Be a team player but with the ability to operate autonomously and take independent decisions.

Desirable:

  • Familiarity with standard tooling for agentic systems.and associated infrastructure (e.g. MCP servers, vector databases, memory, ontologies)
  • Experience with low-code and high-code cloud AI services (e.g. AWS Bedrock, Azure AI Foundry, Vertex AI, Copilot Studio)
  • Experience with a variety of machine learning techniques
  • Familiarity with Linux and Git
  • Basic understanding of cybersecurity concepts and common threats, including those specific to AI systems

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.

As a growing business strengthening its governance and controls, this role plays a part in supporting high standards of integrity and accountability.

Darktrace is an Equal Opportunity Employer. We consider all qualified applicants for employment without regard to race, color, religion, sex (including pregnancy, childbirth, and related medical conditions), sexual orientation, gender identity or expression, national origin, age, disability, genetic information, marital status, veteran or military status, or any other characteristic protected by applicable federal, state, or local law.

Darktrace is committed to providing reasonable accommodations to qualified individuals with disabilities in accordance with applicable laws. If you require a reasonable accommodation to participate in the application or interview process, please contact your Talent Partner.

Darktrace

About Darktrace

Darktrace is a global leader in AI cybersecurity, providing the essential cybersecurity platform to secure organizations today and for an ever-changing future. Darktrace AI learns from each business's unique data in real time, detecting threats and intervening against attacks with precision and speed. We are a diverse and inclusive team of over 2,400 employees, each playing a crucial role in protecting nearly 10,000 organizations and communities worldwide from known, unknown, and novel cyber-threats.

Industry
IT & Software
Company Size
1,001-5,000 employees
Headquarters
Cambridge, GB
Year Founded
2013
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