Planning and Hiring for Automated Trading Strategy Development
Summary
This guide explains how traders can plan the development of software that implements a systematic strategy. It distinguishes codifying rules from automating calculation and execution, then recommends defining trading frequency, instruments, broker connectivity and the desired automation level before hiring. A workflow may stop at generating orders for manual execution, submit orders when a trader runs the system, or schedule the complete process on remote infrastructure. Greater automation can add server, data, monitoring and maintenance costs, while failures in market data, broker systems or hosting can disrupt execution.
The guide advises specifying inputs, outputs, strategy rules, portfolio construction, risk controls, edge cases and testing expectations so developers do not have to make discretionary assumptions. It also discusses protecting proprietary information, planning version control and ongoing support, and weighing freelancers against development agencies. These are practical project considerations rather than a technical implementation or cost estimate; the article offers general guidance and recommends legal counsel for intellectual property matters.
Key ideas
- Systematic rules can be calculated manually or automated, and those are distinct choices.
- Trading frequency, instruments and broker API support affect implementation scope.
- Automation ranges from producing orders for manual execution to scheduled remote operation.
- A detailed specification should define inputs, outputs, edge cases and testing expectations.
- Ongoing infrastructure, data, maintenance and operational failures need to be considered.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.