Sarvshreshth Gupta was a first-year analyst at the Goldman Sachs office in San Francisco and had told his father earlier this year "this job is not for me" as there was "too much work and too little time", a report in the New York Times said.
Gupta, who was working in Goldman's telecommunications, media and technology group, had quit his job in March against his father's wishes but a week later had rejoined under pressure from his father and after he was asked by his company to reconsider his resignation.
In April, Gupta was found in the parking lot next to his apartment building in San Francisco and was declared dead, according to police officials.
The NYT report said he had apparently fell from the building.
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The father wrote in a blogpost that a day before his death, Gupta had called him and said "It is too much. I have not slept for two days, have a client meeting tomorrow morning, have to complete a presentation, my V P is annoyed and I am working alone in my office."
"Tell them to consider this as your resignation letter," Gupta was told by his father.
The report said Gupta's death had largely remained held in confidence among a small group of his colleagues and family for the last month.
Gupta was described as his colleagues as a likable person who was so good at his job that he had become one of the "go-to" analysts.
Goldman, in a statement, said, "We are saddened by Sav's death and feel deeply for his family."
In an email, the father said, "At this time, the grieving family does not wish to speak to the press."
He said his post about his son was intended for "the grieving family and a means of dealing with my deep anguish and catharsis."
Gupta's death, one of numerous unexpected deaths or suicides of young bankers over the last year, has caused a new round of reflection and re-evaluation by Goldman and other Wall Street firms about their work policies just two weeks before a new class of college interns descend on the industry for the summer, the NYT report said.