Great Work-Life Balance, Transparent Leadership, and Exciting Projects - Senior Machine Learning Engineer Tirios Employee Review

• Mission-driven company tackling real problems in housing and real asset access • Smart, thoughtful leadership with deep domain expertise and strong integrity • Opportunity to work across strategy, capital markets, product, and operations rather than being siloed • Fast learning curve with exposure to complex, real-world execution rather than theoretical work • Culture values ownership, curiosity, and long-term thinking over short-term optics • Small team means ideas move quickly from discussion to action

• Early-stage environment means ambiguity and shifting priorities are part of the job • Limited resources require teams to be scrappy and occasionally stretched • Processes and tooling are still being built, which may frustrate people used to larger organizations • Pace can feel intense during execution heavy periods like capital raises or acquisitions

Flexible, Opportunities to grow, Inclusive culture

Lack of Peer Activities among teammates as most of us are working remotely.