She has estimated that by 2027, there could be a 214 trillion calorie deficit, which is the equivalent of 379 million Big Mac burgers.
Demand will be driven by population and economic growth in China, India and African countries. While population growth is expected to slow in China, the population's appetite for red meat, a very high-calorie food, will contribute to shortages.
"Why do we talk of food in terms of weight?" Ms Menker said at the TEDGlobal event.
"Because it's easy. But what we care about in food is nutritional value. Not all foods are created equal even if they weigh the same."
Ms Menker said data and knowledge were becoming cheaper by the day and were the most critical tools for success in the industry.
"We have the solution. We just need to act on it."