Cissé went on trial with Birmingham City in August 2013. After refusing a contract from the club, he went on trial at Championship side Derby County in October 2013. He played the full 90 minutes of a 2–1 under-21s match defeat against Huddersfield Town on 4 November and 5 days later, he signed for the club on a non-contract basis. The same day, he made his league debut for the club against Sheffield Wednesday. He played instead of the suspended John Eustace, having received international clearance the previous evening. The Rams ran out 3–0 winners and head coach Steve McClaren praised his performance. On 18 November, he signed a two-month contract as a reward for his performance. First-team coach Paul Simpson said that the short-term contract was an incentive for Cissé to impress Derby or any other club who might be interested, should his deal not be extended. He missed the club's next match against AFC Bournemouth on 23 November after collapsing shortly after the match against Sheffield Wednesday. He was rushed to hospital and treated for an infected toe.
