Needleman is a surname. Notable people with the surname include:
- Alan Needleman, engineering professor at Brown University
- Gastón Needleman, chess prodigy
- Jacob Needleman, philosopher
- Katherine Needleman, oboist
- Herbert Needleman, known for research studies on lead poisoning
- Rafe Needleman, magazine/website editor
- Saul Needleman, bioinformatician