Python Developer for an architectural project on trading strategies (GUI, pandas, simulation)
We are looking for a confident Python developer (Middle–Middle+) to implement a system for simulation and filtering of trading strategies.
The project already has an architecture, codebase, and detailed documentation. We need an engineer who can:
implement logic for calculating metrics and filtering signals,
improve the strategy structure (including linear models, levels, new tools),
accelerate simulations and support multiple symbols.
This is not ordinary automation or a "trading script," but a engineering system that needs to be refined / structured with scalability and maintenance in mind.
📌 Format:
Fixed technical assignment (already prepared)
Total project budget: $3,000 (payment based on completed blocks)
Remote work. Flexible schedule.
🧱 Stack and technologies:
Python 3.9+
pandas, numpy — data analysis and processing
PyQt5 / PySide — interface
OOP and architectural thinking — mandatory
Optional: experience with tradingview / PineScript, backtesting, event-driven logic
🧭 Task:
The goal is to implement architectural blocks of an analytical platform for working with market data and trading signals.
Within the project, it is necessary to:
Build logic for analyzing market structure: identifying key levels, forming behavioral patterns based on price data (working with linear models based on Close prices).
Develop algorithms for identifying and filtering market zones, including calculating probabilistic characteristics, visualizing zones on the chart, and their relation to historical price behavior.
Optimize strategy simulation, including speeding up data loading, caching, supporting multithreading, and running analysis on multiple instruments simultaneously.
Expand the basic strategy logic: add support for complex levels (fractal, micro/macro), as well as additional price behavior modes and tools.
Integrate all blocks into the existing system, based on pandas and PyQt, considering the current code and architecture.
📌 Important:
All calculations and algorithms are performed according to the predefined technical assignment or based on existing system components.
The developer is not required to invent new metrics or build unique trading models from scratch — the task is in engineering assembly, structuring, and adaptation.
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8867 60 0 1 Hello! I am ready to assist with your project on architectural blocks for trading strategies. I have experience working with Python, pandas, and PyQt, and I have previously implemented similar systems, including data filtering and analysis.
I understand the importance of architectural thinking and can optimize processes such as speeding up simulations and implementing multithreading. My experience allows me to easily integrate new components into existing code and ensure the scalability of the solution.
I am ready to work with a fixed technical specification and adhere to all stated requirements to successfully complete the tasks and integrate improvements into the system.
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