Msg to Aspiring Applicants

Source: Notion | Last edited: 2025-07-25 | ID: 85750534-b38...

Don’t sweat it if you don’t have all the required Self-Assessment (SA) - it’s rare to find people who are interested in getting into crypto-algorithmic trading and are willing to put in the work. In our free time, we’re happy to help you out by steering you away from the rabbit holes created by academics or self-proclaimed experts who just want pageviews, clicks, and sales. We can guide you through the process so you can try everything out on your own time if you’re a quick learner and excited to enter the space.

What We Mean by “Quick Learner”

When we say “quick learner,” we’re not expecting you to become an expert overnight. We mean someone who:

Can pick up new concepts when given proper resources and guidance
Isn’t afraid to ask questions and experiment with code
Shows steady progress over weeks and months, not days
Has the persistence to work through challenging problems

Our Approach: No Academic Rabbit Holes

The algo-trading world is full of overly complex academic papers and courses that sound impressive but don’t help you build real, profitable systems. Instead, we focus on:

Practical application over theoretical perfection
Real market conditions rather than idealized backtests
Robust systems that work consistently, not just in perfect scenarios
Incremental learning that builds confidence step by step

What “Putting in the Work” Actually Looks Like

We’re not talking about 80-hour weeks or burning yourself out. Sustainable progress means:

Consistent daily practice - even 30-60 minutes counts
Hands-on coding with real market data
Building and testing small strategies before scaling up
Learning from failures and iterating on your approach

Why We Invest Our Free Time in Aspiring ATSRs

We genuinely believe the crypto-algorithmic trading space needs more smart, dedicated people. The more skilled practitioners in the field, the better the entire ecosystem becomes. Plus, many of our current team members started exactly where you are now.

Your Learning Journey with Us

When you’re ready to dive deeper:

Start with the basics - don’t jump into complex strategies immediately
Use our simulated environment to test ideas without financial risk
Share your progress - we love seeing works-in-progress and providing feedback
Take the Take-Home Assessment whenever you feel ready (no pressure, no deadlines)

Getting Started

If you wish to gain a better understanding of the intricate world of AI-driven algorithmic trading, Learning Resources is an excellent place to begin your journey.

Remember: Every expert was once a beginner. The difference is they kept going when things got challenging. We’re here to help you do the same.

If you wish to gain a better understanding of the intricate world of AI-driven algorithmic trading, Learning Resources is an excellent place to begin your journey.

📍 Recruitment Board 🔑 ** Guest Researcher Area (accessible by invitation only) **🔒

- [LOB Data on S3 🔏](/engineering/integrations/lob-data-on-s3/)
- [Algo-Trading Books 🔒](/research/books/algo-trading-books/)

🔆 External Links

- [**Link-in-Bio for EonLabs**](https://bit.ly/m/eonlabs)
- [**Indeed Company Page**](https://ca.indeed.com/cmp/Eonlabs)
- [**EonLabs.com Official Site**](https://www.eonlabs.com/)

🍁 EonLabs acknowledges that the land on which we live and work is the unceded traditional territories of the xʷməθkʷəy̓əm (Musqueam Indian Band), Sḵwx̱wú7mesh (Squamish Nation), and səlilwətaɬ (Tsleil-Waututh Nation) and we are grateful for the opportunity to do so.