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KS

Quantitative Researcher — Crypto Perpetual Futures

KGR Solutions
Posted 3 hours ago
🇺🇦Ukraine🏠Remote📁Data & Analytics
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Overview

We build and run algorithmic strategies on crypto perpetual futures. You'll own strategy research end to end — from hypothesis and data to a validated backtest to a strategy running on real capital. This is not a support role feeding numbers to someone else: your work is the product.


What you'll do

  • Own strategies end to end: hypothesis → data → backtest → validation → live deployment → monitoring.
  • Research funding and basis dynamics, market microstructure (order flow imbalance, book pressure, absorption), and cross-venue relationships in perpetual futures.
  • Build backtests that survive contact with reality: taker/maker fees, funding payments, slippage, queue position, latency. Gross alpha that dies at the fee line is not alpha.
  • Validate against a defined internal standard — full-year coverage, out-of-sample testing, stress scenarios, parameter sensitivity — before anything touches capital.
  • Monitor live performance and diagnose divergence between backtest and production.
  • Work with our engineers to move validated research into production execution.


What we're looking for

  • Strong applied statistics and time-series background.
  • Python at a working research level: pandas, numpy.
  • Ability to build a backtest and to defend it — its assumptions, its biases, its failure modes.
  • Solid grasp of futures and perp mechanics: funding, basis, margin, liquidation.
  • Genuine skepticism toward your own results. We care more about someone who can kill their own strategy than someone who can produce a Sharpe of 4 on paper.
  • English, written and spoken.


Nice to have

  • Order book data experience.
  • Backtesting frameworks — framework (Freqtrade, Nautilus etc) or your own.
  • Live trading experience, including strategies that failed and why.


Education

A degree in a quantitative field is useful, but what you can demonstrate matters more. If you have research you can walk us through, that outweighs credentials.


What we offer

  • Real capital and a clear path to deployment — research here is not an academic exercise.
  • Full remote, flexible hours, async-first.
  • Direct access to decision-makers. Small team, no layers between research and production.
  • Performance-linked compensation on top of base.
  • Institutional-grade data and infrastructure.


Process

Intro call → technical conversation on your past research → conversation with CTO → take-home task (a realistic research problem, not a LeetCode exercise) → offer.

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