If you follow a bucket strategy, the 3-5 year span falls into bucket 2 which should be filled with quality income producing investments. Some risk, but not considered aggressive. Nor too little risk like short term CD's or money markets.
Examples are bonds, longer term CD's, REITs, BDCs, preferreds, low volatility dividend payers/ETFs and some select closed end bond funds.