Company with good work life balance but poor management future visions - Machine Learning Engineer II X Employee Review

3.0
23 May 2021
Recommend
CEO approval
Business outlook

Pros

The company has some good talent as well as interesting product to work with, and the work life balance is good, company initiatives on diversity hiring and ethics is appreciated internally as well as outside.

Cons

but the engineering management is rooted in pre machine learning era senior staff who do not understand much about how the product could improve from latest advances in data science and ML. Hence a lot f wasted efforts.

Explore other reviews about X

5.0
30 Jan 2026
Recommend
CEO approval
Business outlook

Pros

Great environment, great coworkers and middle management is 10/10 incredible.

Cons

None. Place is great, vibes are good.

1.0
23 June 2026
Recommend
CEO approval
Business outlook

Pros

The company offers good benefits and company wide perks.

Cons

The Finance and Accounting department suffers from favoritism, nepotism, and poor leadership. Promotions and opportunities appear to be driven more by personal relationships than by performance, contributions, or expertise. The Accounting Controller demonstrates biased and unprofessional leadership, which has created a culture of low accountability and poor morale. High performers are often overlooked while favored individuals continue to advance despite limited contributions. The department relies heavily on outdated and manual processes that create inefficiencies and unnecessary work. There seems to be little urgency to modernize systems or improve operations. The culture also tolerates underperformance, with inconsistent expectations and accountability across team members. This can be frustrating for employees who value merit, professionalism, and continuous improvement.

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