Working at this company was quite an experience, and I feel it's important to share my observations: Compensation: The pay scale here is considerably lower, with salaries falling 30-40% below the market average. Projects: Many of the projects I worked on were far from exciting and often involved tasks that were a far cry from data science, frequently becoming mundane Excel-based assignments. Job Titles: The company has a habit of inflating job titles, which doesn't always accurately reflect the actual roles and responsibilities. Management: Unfortunately, there's a noticeable issue with middle management. Many of these managers seemed ill-equipped to handle people management and they consistently prioritizing the company's interests over employee well-being. Diversity: While there's a significant number of employees from Asian countries, it appears the company hires individuals from countries with complex green card processes. They sponsor green card applications but offer considerably lower salaries to these employees, basically taking them hostage. Integrity and Fake Reviews: Following layoffs in 2023, there is a barrage of fake reviews on Glassdoor. A sudden influx of 23 5-star reviews, all posted within a two-day span from October 4 to 6, is definitely orchestrated rather than a genuine feedback. Management Competence: The upper management team often displayed a lack of experience, making hasty and sometimes amateurish decisions. Their recent focus on AI is of note, as it seems they don't fully understand what AI entails. Job Security: Job security is precarious, and many non-managerial employees feel undervalued and unappreciated. There's gonna be a mass exodus in the near future. Benefits: The benefits package is minimal, with basic health insurance that imposed substantial out-of-pocket costs for routine medical check-ups. Workplace Culture: The office culture is tainted by politics and self-promotion, creating a less-than-ideal working environment. Micromanagement is a recurring theme, and at times, employees are even restricted from choosing the font for a presentation. All these factors contributes to a widespread lack of job satisfaction and a feeling of insecurity among employees. If you're contemplating joining this company, it's essential to consider these aspects.