The AI Impact Timeline: What to Expect
The impact of AI on logistics engineering will unfold in waves. Early impacts are expected as soon as 2026, affecting junior logistics engineers and supply chain analysts. By 2028, a significant shift will occur as AI systems mature in handling complex optimization problems, impacting mid-level roles.
The initial wave, beginning in 2026, will see 15% of entry-level analytical positions affected. This is driven by automated optimization algorithms and real-time data processing, which will streamline tasks previously performed by junior professionals in areas like route optimization and demand forecasting.
The mass wave of transformation is anticipated around 2028. Mid-level logistics engineers specializing in routine network design and standard process improvement will experience this as AI systems become more adept at multi-variable optimization. This period will see about 45% of logistics engineering tasks automated.