On 16 October 2008, Rowe-Turner joined League One club Cheltenham Town on a one-month loan, linking up again with former Leicester manager Martin Allen.[2][3] He made his professional debut and only appearance in a 2–0 away defeat to Tranmere Rovers on 21 October 2008, playing the entire match.[4][5]
On 23 February 2009, Rowe-Turner joined Redditch United on a one-month loan.[6]
On 18 September 2009, Rowe-Turner joined King's Lynn on a one-month loan.[7]
Torquay United
On 1 February 2010, Rowe-Turner signed for League Two club Torquay United for an undisclosed fee.[8] On 21 May 2012, Rowe-Turner was released by Torquay after spending two years at the club, in which he made 42 appearances and scored one goal.[9]
On 2 September 2013, transfer deadline day, he joined Luton's Conference Premier rivals Alfreton Town on loan until 2 January 2014.[17] Rowe-Turner's loan at Alfreton was extended by a further month on 3 January 2014.[18] However, the loan was cut short after Luton recalled him.[19] Rowe-Turner rejoined Alfreton on loan on 21 March 2014 until the end of 2013–14.[20] He finished the season with 33 appearances[13][21] as Alfreton finished 11th in the Conference Premier.[22] Rowe-Turner left Luton by mutual consent in May 2014 after he was released from the final two months of his contract,[23] before signing for Alfreton permanently in July.[24]
On 24 June 2016, Rowe-Turner re-signed for Torquay United as a replacement for the outgoing Dan Butler.[27]
Chester
On 12 June 2017, Rowe-Turner signed for Torquay's National League rivals Chester on a one-year contract.[28] He was released at the end of the season.[29]
Kettering Town
Rowe-Turner signed for Southern League Premier Division Central club Kettering Town on 5 August 2018 on a one-year contract after a successful trial.[30][31] He played thirty league games for Kettering as they won the Southern Premier Central League earning promotion to the National League North. Lathaniel scored a single goal league goal during the season in a 1-0 victory over local rivals AFC Rushden & Diamonds.
Tamworth
Rowe-Turner signed for another Southern League Premier Division Central club, Tamworth, on 11 June 2019.[32] He made his debut for the club on 10 August in a 1–1 draw away to St Ives Town.[33] Rowe-Turner made 38 appearances in all competitions[33] before the 2019–20 season was abandoned and results expunged because of the COVID-19 pandemic in England.[34] He committed to a second season with Tamworth on 1 July 2020.[35]
Lathaniel signed a deal to remain with Tamworth for a third season on 8 June 2021.[36]
Stourbridge
On 7 July 2021, he left Tamworth to sign for Southern League Premier Division rivals Stourbridge on a free transfer.[37]