At a Glance
- Tasks: Shape the future of AI by training advanced generative systems and optimising workflows.
- Company: Outlier, a leader in AI innovation with a focus on collaboration.
- Benefits: Freelance flexibility, remote work, and the chance to work on cutting-edge projects.
- Other info: Dynamic role with opportunities to tackle real-world challenges and grow your expertise.
- Why this job: Join a team that’s redefining AI agents and make a real impact in tech.
- Qualifications: 2+ years in backend engineering or AI automation; strong coding skills required.
The predicted salary is between 50000 - 70000 € per year.
About the Project
Outlier helps the world's most innovative companies improve their AI agents by providing human feedback. We collaborate with leading AI organizations to train Large Language Models (LLMs) to function as proactive, multi-step agents. Our projects focus on teaching these systems how to design, coordinate, and optimize complex, real-world architectural workflows.
Whether you are a passionate orchestration guru or experienced software developer — we want you to help us train the world's most advanced generative systems.
Ideal Qualifications
- 2+ years of experience in backend engineering, AI automation, or complex systems integration.
- Proven ability to build and maintain production-grade software with modular separation (e.g., distinct services for data parsing, logic processing, and reporting).
- Strong command of at least two major languages (e.g., Python, JavaScript, Go, or Java) and experience working with SQL databases.
- Practical experience building for live, non-mocked environments and handling multi-turn system interactions.
- Outstanding attention to detail and the ability to provide clear, high-density technical feedback on complex system behaviors.
Nice to have
- Expertise building multi-stage coordination tasks where data acquisition leads to reasoned output.
- Hands-on experience integrating agents with live tools such as Supabase, Gmail, and various APIs to solve real-world problems.
- High level of comfort implementing persistent state and session discovery using MEMORY.md to track agent progress.
- Experience identifying subtle failures like privacy leaks, authority escalation, or indirect prompt injections.
AI Tools Engineer (Freelance, Remote) in Edinburgh employer: Outlier
At Outlier, we pride ourselves on being an exceptional employer that fosters innovation and collaboration in the rapidly evolving field of AI. Our remote work culture empowers you to contribute meaningfully from anywhere, while our commitment to professional growth ensures that you have access to the resources and support needed to advance your skills. Join us to be part of a forward-thinking team dedicated to shaping the future of autonomous agents, where your expertise will directly impact groundbreaking projects.
StudySmarter Expert Advice🤫
We think this is how you could land AI Tools Engineer (Freelance, Remote) in Edinburgh
✨Tip Number 1
Network like a pro! Reach out to folks in the AI and tech community, attend meetups or webinars, and don’t be shy about sliding into DMs. You never know who might have the inside scoop on freelance gigs or can refer you to someone looking for your skills.
✨Tip Number 2
Show off your skills! Create a portfolio that highlights your best projects, especially those related to AI tools and backend engineering. Make sure to include any complex systems you've worked on, as this will really catch the eye of potential clients.
✨Tip Number 3
Tailor your pitch! When reaching out to companies like Outlier, make sure to customise your message to reflect their needs. Mention your experience with LLMs and how you can help improve their AI agents — it shows you’ve done your homework and are genuinely interested.
✨Tip Number 4
Apply through our website! We love seeing applications come directly from our site. It not only makes it easier for us to track your application but also shows your enthusiasm for working with us. So, don’t hesitate — hit that apply button!
We think you need these skills to ace AI Tools Engineer (Freelance, Remote) in Edinburgh
Some tips for your application 🫡
Show Off Your Skills:Make sure to highlight your experience in backend engineering and AI automation. We want to see how you've built production-grade software and tackled complex systems integration, so don’t hold back!
Be Specific About Your Experience:When detailing your past projects, focus on the specifics. Mention the languages you’ve used, the databases you’ve worked with, and any live environments you’ve built for. This helps us understand your hands-on experience better.
Attention to Detail is Key:We love candidates who pay attention to detail. Make sure your application is free from typos and clearly structured. This reflects your ability to provide high-density technical feedback, which is crucial for the role.
Apply Through Our Website:Don’t forget to submit your application through our website! It’s the best way for us to receive your details and ensures you’re considered for the role. We can’t wait to see what you bring to the table!
How to prepare for a job interview at Outlier
✨Know Your Tech Inside Out
Make sure you’re well-versed in the programming languages mentioned in the job description, like Python or JavaScript. Brush up on your SQL skills too, as you might be asked to demonstrate your knowledge of databases during the interview.
✨Showcase Your Experience with Real-World Applications
Prepare examples from your past work where you've built production-grade software or handled complex system integrations. Be ready to discuss how you approached multi-turn interactions and what challenges you faced.
✨Demonstrate Attention to Detail
Since the role requires providing clear technical feedback, think of specific instances where your attention to detail made a difference. Whether it was identifying subtle failures or optimising workflows, have those stories ready to share.
✨Familiarise Yourself with Their Projects
Research Outlier and their projects, especially around AI agents and LLMs. Understanding their goals and challenges will help you tailor your responses and show that you're genuinely interested in contributing to their mission.
