At a Glance
- Tasks: Research and build AI systems for real legal work, including document analysis and compliance monitoring.
- Company: Join Essential Counsel, a pioneer in transforming the legal landscape with innovative AI solutions.
- Benefits: Competitive salary, dynamic work environment, and opportunities for professional growth.
- Other info: Fast-paced, ambitious culture where you take ownership and drive real change.
- Why this job: Be part of a revolutionary team changing how legal work is done with cutting-edge technology.
- Qualifications: Recent degree in Computer Science or related field; strong Python skills and AI experience required.
The predicted salary is between 28000 - 38000 € per year.
Company Description
Essential Counsel specialises in providing strategic guidance to businesses during critical moments. Our expertise lies in helping organisations navigate complex governance challenges by understanding their unique situations, identifying risks, and crafting effective strategies. We prioritise a well-coordinated response to crises, delivering clarity and resolution under tight time constraints. Our mission is to empower clients with smart, actionable solutions tailored to their needs.
What we are building
We are building a new AI legal world. Not a feature. Not a product. A legal world. We are developing agentic AI systems and digital twins that will fundamentally change how legal work is done. The vision is not modest, that is for sure. We are coming for the establishment, the biggest firms on the planet, the most entrenched institutions in professional services. We are not afraid of them. We are energised by them. We play offence. All the time. We separate signal from noise. We finish the job. Always!
If you want to spend your career doing careful, guided, micro managed work inside a structure built to resist change, this is not the role for you and this is not a place for you. If you want to build things that did not exist before and watch them work, keep reading.
The Work
You will research and build AI systems that do real legal work; document analysis, contract review, legal research automation, compliance monitoring and agentic workflows that operate with minimal human intervention. You will work on digital twins that model people, legal scenarios, entities and processes with precision. You will design and deploy systems where accuracy is not optional because the stakes are high and the consequences of getting it wrong are real. You will work alongside senior legal practitioners and clients, not in a dark back room. You will understand the problem before you write a line of code. You will be responsible for the output, not just the input. To be clear, this is not a graduate scheme. There is no hand-holding. There is pace, ambition, and the expectation that you will operate as a professional from day one.
Who You Are
We are not looking for the best CV in the pile. We are looking for the sharpest mind, the most restless curiosity, and the highest drive. The person who built things nobody asked them to build. Who reads things nobody assigned. Who cannot switch off when a problem is unsolved.
- Brings relentless energy and genuinely positive outlook. Not performed positivity. Real forward momentum.
- Takes full ownership. You do not wait to be told. You see what needs doing and you do it.
- Deploys common sense before asking questions. You think, then you act.
- Treats AI as a tool you have already mastered, not a subject you are studying.
- Is not scared of complexity but cuts through it with extreme simplification.
- Finishes what they start. Every time.
What You Need to Bring
A recent degree in Computer Science, AI, Data Science, or related STEM field is the starting point. What matters more is what you have built. You must be able to demonstrate:
- Strong Python, solid understanding of LLM orchestration, agent architecture, API integrations and backend services.
- Hands on experience with LLM integrations, RAG pipelines, prompt engineering and external API calls.
- Familiarity with full stack web development including FASTAPI, PostgreSQL, WebSockets, Docker and cloud deployment on GCP or equivalent.
- A working understanding of core NLP techniques: tokenisation, embeddings, sentiment analysis and text classification.
- Comfort with Agile and Scrum methodology, sprints and tools including GitHub, Jira and Confluence.
- Solid foundations in statistics, machine learning and data analysis methods including classification and supervised and unsupervised learning.
Useful but not essential:
- Experience with document processing, text mining, or information extraction from unstructured data.
- Familiarity with ML frameworks including PyTorch, TensorFlow or scikit-learn.
- Knowledge of legal document formats, OCR technologies or legal databases.
- Understanding GDPR, legal professional privilege and compliance requirements in a legal or regulated environment.
Graduate AI Engineer in London employer: Essential Counsel
At Essential Counsel, we are not just building AI systems; we are revolutionising the legal landscape. Our dynamic work culture fosters innovation and encourages you to take ownership of your projects from day one, ensuring that your contributions have a real impact. With a focus on professional growth and a collaborative environment alongside seasoned legal practitioners, this is an exceptional opportunity for those eager to push boundaries and create meaningful change in the legal sector.
StudySmarter Expert Advice🤫
We think this is how you could land Graduate AI Engineer in London
✨Tip Number 1
Network like a pro! Reach out to people in the industry, attend events, and connect on LinkedIn. We can’t stress enough how important it is to make those connections; you never know who might have the inside scoop on job openings.
✨Tip Number 2
Show off your projects! When you get the chance to chat with potential employers, bring up the cool stuff you've built. We want to see your passion and creativity in action, so don’t hold back on sharing your experiences.
✨Tip Number 3
Prepare for the unexpected! In interviews, be ready for technical challenges or problem-solving scenarios. We love candidates who can think on their feet and tackle complex issues head-on, so practice those skills beforehand.
✨Tip Number 4
Apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, we’re always looking for fresh talent who are eager to dive into the exciting world of AI and legal tech.
We think you need these skills to ace Graduate AI Engineer in London
Some tips for your application 🫡
Show Your Passion:When you're writing your application, let your enthusiasm for AI and legal tech shine through. We want to see that you’re not just ticking boxes but genuinely excited about building something new and impactful.
Be Specific About Your Projects:Don’t just list your skills; tell us about the projects you've worked on. We love seeing what you've built, so share specific examples of your work with Python, LLMs, or any other relevant tech. Show us how you’ve tackled challenges!
Keep It Clear and Concise:We appreciate clarity! Make sure your application is easy to read and straight to the point. Avoid jargon unless it’s necessary, and focus on communicating your ideas effectively. Remember, we’re looking for sharp minds!
Apply Through Our Website:Make sure to submit your application through our website. It’s the best way for us to keep track of your application and ensures you don’t miss out on any important updates. We can’t wait to hear from you!
How to prepare for a job interview at Essential Counsel
✨Know Your Stuff
Make sure you brush up on your technical skills, especially in Python and LLM orchestration. Be ready to discuss your hands-on experience with AI systems and how you've tackled complex problems in the past. This role is all about building things that didn’t exist before, so be prepared to showcase your creativity and problem-solving abilities.
✨Show Your Passion
This company is looking for someone with relentless energy and a genuine positive outlook. During the interview, let your enthusiasm shine through! Talk about projects you've worked on that excited you, and how you took ownership of challenges. They want to see that you’re not just ticking boxes but are truly invested in what you do.
✨Understand the Legal Landscape
Since you'll be working on AI systems for legal work, it’s crucial to have a basic understanding of legal concepts and terminology. Familiarise yourself with document formats and compliance requirements. Even if you don’t have extensive experience, showing that you’ve done your homework will impress the interviewers.
✨Be Ready to Think on Your Feet
Expect some challenging questions that test your ability to simplify complex problems. The interviewers will want to see how you approach problem-solving, so practice articulating your thought process clearly. Remember, they value common sense and practical solutions, so demonstrate that you can think critically and act decisively.
