| I agree with the general point of this article. Showing that you have the skill to accomplish a job effectively will get you a job most anywhere. There's a major issue when this is applied to a certain class of problems in ML and Data Science that people tend to ignore. If you could get a job as a civil or mechanical engineer (building bridges or whatnot) by showing that you built a small bridge in your backyard... We'd have some unstable bridges. If hospitals just let residents run the hospital... We'd have a lot of mistreated illnesses. If you could show a realty company that you can build a recommendation engine and they hire you to build their advertisement algorithm... Suddenly you're breaking housing discrimination laws. I am all for folks being able to get jobs from their cool projects. But we need ethical standards and educational standards before folks are given large, real-world problems to work with. We need to take a page out of engineering and medical playbooks and build official education or apprenticeship requirements. We need to have licenses that can be revoked if someone fails to follow ethical or quality standards. So - love creative people getting jobs. Now give them a high-quality education program along with those jobs. |