For Senior machine learning engineers, you can request a custom test. Within 48 hours our subject matter experts will customize the assessment in accordance with your job description and seniority level. A typical test for senior roles, in addition to fundamentals the test will focus on testing a candidate's ability to: Structure ML projects Identify shortcomings of various machine learning algorithms Design a data cleaning and data labelling process Select proper evaluation metrics to improve model performance Assess the impact of hardware performance on the machine learning algorithms