What is the realistic path to employment in the US for an Indian MS Finance student whose applications get filtered out for requiring visa sponsorship?

Ninety to ninety-five percent of job listings in the US effectively exclude candidates who will need future visa sponsorship, and most application forms ask this question explicitly. The practical response is to build a job search strategy that does not rely on cold applications to roles that are pre-filtered against you. The most effective route is to build relationships with people at firms before any formal application, through LinkedIn outreach, coffee chats, attending events, and building a visible presence in the quant and finance community in Boston.

• When a contact within a firm refers you or introduces you to a hiring manager, the initial visa sponsorship filter is frequently bypassed because the decision is being made by a human who knows you, not by an automated screening tool.
• Small and medium-sized asset managers, quant boutiques, and fintech companies are more likely to sponsor than large bank trading desks because their hiring decisions are more relationship-driven and less governed by HR policy filters. The OPT period is valuable here: you do not need sponsorship during OPT, which gives you two to three years of STEM OPT to demonstrate value to an employer before the H-1B question becomes binding.