[ETR #20] 3 Job Search Jump Scares


Extract. Transform. Read.

A newsletter from Pipeline

Hi past, present or future data professional!

To those in the U.S.: Happy Halloween! In the spirit of the spooky season, I’d like to scare—I mean warn—you about 3 truly creepy trends that might give you goosebumps during a job search.

A Shady Recruiter “Ghost” Writing Your Resume

When in the job market, one of the first things you learn, after how to write a resume, is how to format one. I’m sure you know about headings, bullet points, etc. But have you ever thought about why we submit resumes as, say, a PDF instead of a Word doc?

One reason is because PDFs are truly a universal and (as the name suggests) portable format.

The other reason is more sinister. If a recruiter is really pushing you to submit a resume in an edit-able format, they may have dishonest intentions which could include editing your resume to inflate your experience—and misrepresent your candidacy.

Remember, as this Quora response suggests, agency-based recruiters are often in sales positions and need to meet their numbers each month. Proceed if you dare.

An AI Seance

With AI development exploding in the past 5 years, companies are scrambling to find data and beta testers to evaluate their products. This has resulted in an increasing number of AI “training” jobs.

These jobs are often marketed to a “data science professional” like you and presented as an opportunity equivalent to on-the-job experience. In reality, they require hours of unpaid training and near-impossible onboarding tasks which amount to cheap/free labor. Such postings can also be predatory and target college seniors or new graduates who might not recognize the signs of a too-good-to-be-true opportunity.

The biggest tell: An email that says “you’ve been selected” when you haven’t even applied. Read more, including participant horror stories, here.

Taking Your Candy… And Your Bag

After years of customer service work on a near-minimum wage salary, signing my initial offer letter to work for a livable wage felt good. The best part is that I didn’t work with a recruiting firm so no recruiter was going to profit off my hard work.

And if you think a recruiter leeching off your success sounds scummy then you need to be aware of a training scam that could cost you $20,000 before your first paycheck.

The elevator pitch is this: A “training firm” promises to “hire” a new graduate to train them for jobs within their “network of partner organizations.” In return, the firm gets a “finder’s fee” of x percent of the employee’s new salary and the employee/trainee is bound to work for a period of at least two years.

And, the questionable bit of this, if an employee breaks a contract early, they must pay as much as 20k.

Read how to avoid getting spooked by this scam.

Just as you’d use caution when trick or treating (or going out at night in a major city), be sure to recognize dishonest practices in the job market.

Because while razor blades in candy is a myth, companies taking advantage of inexperienced professionals is a very real fear.

Here are this week’s links.

Feel like haunting my inbox with a question or suggestion? zach@pipelinetode.com

Happy Halloween and thanks for ingesting,

-Zach Quinn

Extract. Transform. Read.

Reaching 20k+ readers on Medium and nearly 3k learners by email, I draw on my 4 years of experience as a Senior Data Engineer to demystify data science, cloud and programming concepts while sharing job hunt strategies so you can land and excel in data-driven roles. Subscribe for 500 words of actionable advice every Thursday.

Read more from Extract. Transform. Read.

Extract. Transform. Read. A newsletter from PipelineToDE Hi past, present or future data professional! After choosing a dataset, one of the most significant decisions you must make when creating displayable work is: How am I going to build this thing? For some, you may try to “vibe code” along with an LLM doing the grunt technical work. If you choose this approach, be warned: Nearly half of all “vibe code” generated contains security vulnerabilities and that’s before you even consider its...

Extract. Transform. Read. A newsletter from PipelineToDE Amid layoff announcements from Meta, Amazon and even UPS, it's job aggregator Indeed that signals a different concern for entry-level data job seekers. This week a post on Blind revealed Indeed’s plan to quietly reduce junior roles. They’re not necessarily going to stop hiring or layoff juniors (though they are losing 1300 employees by end of year)—they’re just going to stop paying attention to them. Specifically, Indeed will no longer...

Extract. Transform. Read. A newsletter from PipelineToDE Hi past, present or future data professional! I want to share the single most important realization I had back in the summer of 2021. I was burned out, juggling two part-time jobs, trying to plan a wedding, and drowning in full-time job applications. I felt overwhelmed and underprepared as I plunged into a sea of candidates I perceived to be more intelligent and better "fits" than me. My portfolio was full of the usual Titanic, Iris,...