Autonomy - Machine Learning Engineer Motional Employee Review

State of the art technology

Changes in leadership and org structure

Excellent place to learn and grow a career. In software, especially cloud and data products, very kind and collaborative culture of people who work hard to learn and grow. Very good benefits package. Lots of room to have autonomy and to be a builder and a maintainer. Leadership team requires that promotion cases demonstrate real business impact, which makes it a good environment to learn how to be impactful.

Significant portion of company located in Singapore can be awkward for a few select roles. The company is past the funnest startup phases and needs to be aligned with frugal, fiscally conservative safety-first culture of South Korean Hyundai (parent company). Equity package looks inflated on paper by about 3-4x (the stock options are little more than a tax complication). Lots of red tape. Company moves slow. Cross-functional nature of domain-scoped teams requires program management and a bit of bureaucracy to get many things done. Leadership leverages the glass ceiling effect very effectively, which can have the unfortunate effect of orienting engineers to business problems instead of engineering.