Sheffield United, Sheffield Wednesday, Barnsley, Middlesbrough and Bradford City players named in EFL teams of the season
Akpom was also named as the Championship player of the season, ahead of fellow nominees Josh Brownhill of Burnley and Coventry's Victor Gyokeres.
"The new manager (Michael Carrick) came in at the perfect time," Akpom said.
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Hide Ad"He probably brought out the best in me, put me in the number 10 (position) and I have been enjoying it ever since."
Burnley boss Vincent Kompany has been named the manager of the season after guiding the Clarets to promotion.
Boro's Michael Carrick and Coventry boss Mark Robins were also shortlisted for the EFL award.
Bristol City midfielder Alex Scott, 19, was named the Championship's young player of the year. Boro’s Hayden Hackn was among those to miss out.
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Hide AdPlymouth boss Steven Schumacher, whose side sit top of the table, was voted the League One manager of the season.
The League One player of the season went to Bristol Rovers forward Aaron Collins.
Barnsley captain Mads Andersen and Sheffield Wednesday duo Barry Bannan and Josh Windass were named in the League One team of the season.
Bradford City's Andy Cook earned a place in the League Two team of the season.
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Hide AdChampionship team of the season: Ben Wilson (Coventry City), Connor Roberts (Burnley), Anel Ahmedhodžić (Sheffield United), Tom Lockyer (Luton Town) Ian Maatsen (Burnley), Alex Scott (Bristol City), Josh Brownhill, Nathan Tella (Burnley), Iliman Ndiaye (Sheffield United), Chuba Akpom (Middlesbrough) Viktor Gyökeres (Coventry City).
League One team of the season: Michael Cooper (Plymouth Argyle), Bali Mumba (Plymouth Argyle), Leif Davis (Ipswich Town), Mads Andersen(Barnsley), Ricardo Santos (Bolton Wanderers), Conor Hourihane (Derby County), Barry Bannan (Sheffield Wednesday), Josh Windass (Sheffield Wednesday), Aaron Collins (Bristol Rovers), Jonson Clarke-Harris (Peterborough United), Conor Chaplin (Ipswich Town).
League Two team of the season: Lawrence Vigoroux (Leyton Orient), Junior Tchamadeu (Colchester United), Ibou Touray (Salford City), Carl Piergianni (Stevenage), Omar Beckles (Leyton Orient), Elliot Watt (Salford City), Owen Moxon (Carlisle United), Idris El Mizouni (Leyton Orient), Sam Hoskins (Northampton Town), Andy Cook (Bradford City), Mitch Pinnock (Northampton Town).