He announced his retirement from all forms of cricket prior to the 2024–25 Ranji Trophy season, which he said would be his last tournament.

Saha's century for Bengal on his Ranji debut landed him a contract with IPL for the Kolkata Knight Riders in 2008.

Saha was named in the India A squad which played three limited overs match against the Israel Invitational XI, where he was selected on the basis of his performance in the Indian Premier League.

He also toured South Africa in December 2013, New Zealand in February 2014 and England in July 2014 as part of the test squad but did not get a game.

[6] He scored twin fifties at Eden Gardens, his home ground, in October 2016 to get his 1st- ever man of the match award.

On 19 March 2017, Saha scored a century at JSCA International Stadium against Australia, making 117 off 233 balls which included 8 fours and 1 six.

India were 328/6, which was 123 behind Australia's first innings total of 451 when he came to bat and added 199 for the seventh wicket with Cheteshwar Pujara.

[7] On 8 January 2018, against South Africa Saha became the first wicket-keeper for India to take ten catches in a single Test.

He was not selected for 5 Test match series in India's tour of England in 2018 due to his injury and he was replaced by Rishabh Pant .

Pant's good performances made Saha out of team and he was not selected for India's tour of Australia in 2018–19.

Saha played in the 3 match Test series against South Africa in India in 2019 and took many magical catches.

He substituted Rishabh Pant in the 3rd Innings of 3rd match and helped Navdeep Saini get his first Test wicket.

In November, 2021, Saha was selected as the first-choice wicket keeper in the two-match test series between India and New Zealand.

Despite suffering a neck injury during the first test, Saha scored an unbeaten 61 runs during the second innings of the match,[10] which earned him praise from critics.

Saha played for Kolkata Knight Riders in the first three sessions on IPL but in 2011 he was picked by Chennai Super Kings as a reserve wicket keeper for MS Dhoni.

[12][13] In 2020 season, he only played 4 matches and scored 214 run with a 70+ average including 2 brilliant half centuries as an opener of Sunrisers Hyderabad.

A BCCI committee investigated the claims and the journalist, Boria Majumdar, was banned for two years from interviewing any cricketer.