Mission: - We combine the speed of a startup, the DNA of a digital agency, the strategic thinking of a consultancy, and the analytical skills of a big data company to solve problems, to connect consumers with better experiences, and to unlock exponential value for brands.
What data do you think would improve a specific model? Why?
How do you handle missing values in a dataset?
Why is it important to look for outliers in data?
Explain linear regression to business executives. Propose other alternative models to linear regression.
What are the pros and cons of using simple models vs complex models?
How do you explain linear regression to a non-technical person?
How would you approach a real-life project (based on the projects they have)?
Stage 1: Phone screen with recruiter
Stage 2: Technical phone interview with data science team
Stage 3: Technical assessment + presentation prep
Stage 4: Onsite interview with presentation
Pathrise is a career accelerator that helps people land their dream jobs. We regularly place our fellows at top companies like Apple, Amazon, and Meta. Our mentors have experience at companies like Apple, giving fellows the inside scoop on interview and company culture in 1-on-1 sessions.
We can’t guarantee you a job at a specific company like Apple. But we do guarantee you a great job–if you don’t accept an offer in 1 year, you pay nothing. Our income share agreement means you only pay with a percentage of your income at your new role.
Mentors work with fellows at every stage in search, helping them build the skills necessary to be the best candidate possible. Fellows in Pathrise usually see a 2-4x increase in application response rates, 1.5-3x increase in interview scores, and 10-20% increase in salary through negotiation.