Just like a technical firm needs to iterate on the products and infrastructures. A trading firm needs to iterate on the algorithms and infrastructures to stay c

Just like a technical firm needs to iterate on the products and infrastructures. A trading firm needs to iterate on the algorithms and infrastructures to stay competitive. Market changes constantly. Many trading algorithms are essentially market-data driven and need to adapt to the market or lose.