Conte's Blues suffered a frustrating afternoon as they were held to 0-0 draw by Leicester yesterday.
And Redknapp believes Conte's Chelsea future may well not extend beyond the end of the season.
Asked if he saw the Italian managing at stamford Bridge next year, Redknapp told talkSPORT: “Long term? No.
“Listen, I think he's done fantastic and I like him.
“I just think at the end of the year, personally, I'd be surprised if he is still there next season."