#10: On job-hunting in 2024 as a machine learning engineer
One Shot Learning #10: On job-hunting in 2024 as a machine learning engineer Hi everyone! It's been a while! Here's a cross-post on my job-hunting adventure....
One Shot Learning #9: Let's discuss data products for a bit.
One Shot Learning #9: Let's discuss data products for a bit. Hi folks! Hope everyone has had a lovely summer so far. Let's get back to it. Recapping where we...
One Shot Learning #8: This one is sincere and kind of meta.
One Shot Learning #8: This one is sincere and kind of meta. Careers take very long arcs. I'm not thrilled with the "kids these days" rhetoric -- does the...
One Shot Learning #7: I had been too cowardly to validate data I knew to be wrong.
One Shot Learning #7: I had been too cowardly to validate data I knew to be wrong. This week, The Morning Paper delivered a very interesting publication...
One Shot Learning #6: Like Tinder, but for data scientists trying to make money.
The data science job market has undergone a marked transformation since I first entered it in 2011. As a new round of job advice hits the Electronic Tubes,...
One Shot Learning #5: On Prefect, Airflow, and squeezing your citrus.
Last week I wrote about how Airflow - a little ETL framework you may have heard of - fits into Airbnb’s strategy for scaling data science at a rapidly-...
One Shot Learning #4: Large-scale data-driven initiatives at Airbnb
Hi there! I’m Alejandro Companioni, a data scientist at Devoted Health with 9.833 years of experience working on software and data stuff. One Shot Learning...
One Shot Learning #3: A survey of ACM RecSys 2018.
Hi there! I'm Alejandro Companioni, a data scientist at iHeartRadio with 9.42 years of experience working on software and data stuff. One Shot Learning is a...
One Shot Learning #2: Data people need the right tools.
Hi there! I'm Alejandro Companioni, a data scientist at iHeartRadio with 9.25 years of experience working on software and data stuff. One Shot Learning is a...
One Shot Learning #1: Your data analysis is software too.
Hi there! I'm Alejandro Companioni, a data scientist at iHeartRadio with 9.166 years of experience working on software and data stuff. One Shot Learning is a...