Ho sostenuto un colloquio presso Machine Medicine Technologies (Londra, Inghilterra)
Colloquio
Standard ML round covering core concepts — bias-variance tradeoff, overfitting, regularization, and foundational algorithms like k-means. Nothing too surprising. Expect to explain intuitions clearly, not just definitions. Didn't go much into the maths.
Ho presentato la mia candidatura online. La procedura ha richiesto una settimana. Ho sostenuto un colloquio presso Machine Medicine Technologies nel mese di ago 2024
Colloquio
I was asked to complete an online assessment after which I was invited to a technical interview. I expected a bit advance level question from Machine learning or even more. Be prepared in statistics too.
Domande di colloquio [1]
Domanda 1
What is linear regression?
What are it's assumption?
How do you test linear model?
Ho presentato la mia candidatura online. Ho sostenuto un colloquio presso Machine Medicine Technologies
Colloquio
Short technical assessment (5mins), followed by technical interview and take-home project in the second stage. Interviewed by lead data scientist in second stage. Would have preferred to also speak to HR before going through lengthy interview process.
Domande di colloquio [1]
Domanda 1
How do you minimise loss function in k-means clustering? Study design for testing effectiveness of digital technology
