|Date of birth||14 October 1993|
|Place of birth||India|
|* Senior club appearances and goals counted for the domestic league only and correct as of 16 March 2014.
Chatterjee began playing football at the age of 13 before starting his career at a 5th division Kolkata club. He then spent two years each at Kalighat MS and Janbazar before signing for Prayag United in 2011. Then, after a match against Mohun Bagan in the Calcutta Football League, Chatterjee signed for the I-League club in 2012 where he stayed for one season.
On 15 February 2014 Chatterjee re-signed for Prayag United, now known as United, for the rest of the season. He made his professional debut for the side on 13 March 2014 against Bengaluru FC at the Kalyani Stadium in which he came on in the 72nd minute for Hasan Al Moustafa as United lost 3–1.
- As of 16 March 2014
|Club||Season||League||Federation Cup||Durand Cup||AFC||Total|
- "Interview: Arjun Chatterjee". Mohun Bagan Athletic Club. Retrieved 16 March 2014.
- "United Sports Club loan Nigerian striker Adekunle Owolabi Waheed". Goal.com. Retrieved 16 March 2014.
- "UNITED VS. BENGALURU 1 - 3". Soccerway. Retrieved 16 March 2014.
- Arjun Chatterjee at Soccerway