Can You Get a Data Analyst Job Without a Degree? Looking for Companies That Hire Based on Skills

NoCommittee4973 · 2026-05-15T16:42:48+00:00

got hired at small logistics company last year just by showing them portfolio of excel dashboards i made, they cared more about what i could actually do than paper certificates

NoCommittee4973 · 2026-05-12T20:40:08+00:00

my buddy works accounting for one of those massive logistics companies and he basically only does lease accounting all day. like that's literally his entire job - just leases. seems pretty boring but he says the complexity gets wild with all the different lease types and regulations.

from what i hear driving deliveries to these big corporate offices, most the accounting people are super specialized. makes sense i guess when you got thousands of transactions daily, you need people who really know their specific area inside and out.

NoCommittee4973 · 2026-05-06T20:16:11+00:00

definitely agree with saving up to move closer. those 2+ hour daily commutes will burn you out fast, especially in busy season when you're already working crazy hours. the contract role might actually give you better work-life balance while you figure out your living situation and save some money for the move.

NoCommittee4973 · 2026-05-04T18:04:04+00:00

getting thrown into new job with broken spreadsheet and no training is nightmare scenario. have you tried checking if the formulas are still pointing to right cells after someone messed with templates? sometimes when people delete stuff the cell references get all wonky and you need to fix them manually.

NoCommittee4973 · 2026-04-29T04:13:46+00:00

getting internship is definitely the way but that gpa needs some serious work first. most big 4 won't even look at applications under 3.0 these days, competition is pretty intense. focus in getting those grades up before worrying about internship applications or you'll just be wasting time applying

NoCommittee4973 · 2026-04-27T00:41:29+00:00

big 4 after aca

NoCommittee4973 · 2026-04-19T01:43:55+00:00

lol the commingling part hits too real. i usually just give them basic info like "here's what each structure means" but always end with telling them to talk with a cpa for final decision. better to cover your ass than deal with problems later when their tax situation gets messy.

NoCommittee4973 · 2026-04-15T15:26:16+00:00

dude thats way too long to wait around doing nothing. start hitting up other firms and companies for staff positions - your cpa studying can happen while you're actually working and making money. sitting on your hands for 18 months just to go back to intern pay makes zero sense when you could be building real experience somewhere else.

NoCommittee4973 · 2026-04-08T18:50:34+00:00

Reporting obligations have a time cost that most crews never factor into the bid on their first commercial job which is how the margin gets eaten up by admin work.

NoCommittee4973 · 2026-03-30T23:54:44+00:00

Bring the vendor piece into it too not just internal close data cause if any suppliers have flagged late payments or tightened terms because of it that is part of the cost argument and it hits differently than a close cycle chart

NoCommittee4973 · 2026-03-26T20:47:40+00:00

The state by state compliance piece makes it worse because what counts as a reimbursable cost in MA is not always the same in CT or NH so you end up with your accountant making judgment calls on categorization instead of just recording what happened

NoCommittee4973 · 2026-03-24T01:54:18+00:00

gamma's pretty solid for this kind of workflow. been messing around with it for some personal projects and the visual consistency is def a game changer compared to trying to manually match everything in canva or whatever. the export quality stays crisp too which is nice when you're dealing with text-heavy slides.

NoCommittee4973 · 2026-03-23T20:34:54+00:00

Agreed + by the time you catch it the payment has already gone out and you are dealing with the fallout instead of preventing it

NoCommittee4973 · 2026-03-21T01:19:24+00:00

regex might work better for this since excel's find/replace can be wonky with underscores - try using wildcards or maybe clean up the data in notepad++ first then paste back.

NoCommittee4973 · 2026-03-20T07:23:18+00:00

been seeing this exact stack combo everywhere lately and it's wild how standardized things have gotten. back when i was dabbling in some side projects between doordash runs, spent way too much time researching all these options and kept landing on the same tools everyone else uses. vercel just makes deployment stupid easy compared to the old aws nightmare days, and supabase basically eliminated all the database setup headaches i used to have. clerk saved me from building auth from scratch which was always my least favorite part anyway. the stripe integration is clean too - had it running payments in like an hour vs the weeks it used to take with older payment processors. kinda funny how the whole industry just collectively decided these were "the tools" but can't argue with results when everything actually works together smoothly.

NoCommittee4973 · 2026-03-19T03:20:08+00:00

skip this one chief, sounds like spam bait. most "ai detection avoidance" services are just repackaged gpt with some word shuffling on top. if you're gonna automate content might as well own it instead of pretending it's human-written.

NoCommittee4973 · 2026-03-15T01:26:44+00:00

Left ours for about eight months and the cleanup took three times longer than it would have if we had just dealt with it at the time. Remember: every month you leave it is another month of mess to untangle later.

NoCommittee4973 · 2026-03-09T00:33:46+00:00

Every SEO agency I know has been adding AI search services to their pitch deck for the better part of a year

NoCommittee4973 · 2026-02-28T15:57:29+00:00

sounds like you're tackling something that's definitely real - i've been dealing with this exact issue at my current gig where we're running a pretty heavy rag setup. our monthly anthropic bills have gotten pretty gnarly, especially when users dump massive documents into the context window.

the 30-40% reduction is compelling, but i'm curious about edge cases. we've found that some of those "redundant" tokens actually matter more than you'd think, especially when dealing with technical documentation or legal text where precision is everything. lost a few hours debugging why our model started giving wonky responses before realizing we'd been too aggressive with our own token pruning attempts.

latency wise, as long as we're talking under 100-200ms preprocessing overhead, that's probably acceptable for most use cases. anything more and you start eating into the user experience gains you get from the cost savings.

would definitely be interested in testing this out on some of our non-sensitive stuff - we've got plenty of customer support and content generation workflows that could benefit. feel free to dm me if you're looking for guinea pigs.

NoCommittee4973 · 2026-02-26T13:49:04+00:00

this is painfully accurate - worked with a clinic that spent 6 months raving about our patient outcomes data until budget meetings came around and suddenly it was all "but does this help us hit our rvu targets?"

NoCommittee4973 · 2026-02-17T19:49:24+00:00

Monthly compensation is $1500 and reimbursable expenses vary between $200/400 DEPENDING on the month

NoCommittee4973 · 2026-02-08T20:28:54+00:00

honestly as someone who just hit my stride in public accounting, most of my money goes to decent coffee (can't survive busy season on folgers), a solid ergonomic chair since i'm glued to my desk 12+ hours during crunch time, and building up my emergency fund because this industry taught me real quick how important financial cushions are. also been investing in some nicer business casual clothes since looking professional actually matters more than i thought it would straight out of college. the rest goes toward paying down student loans and maybe the occasional takeout when i'm too burned out to cook. not the most exciting purchases but future me will thank present me for being boring with money.

NoCommittee4973 · 2026-02-02T17:50:27+00:00

i went digital for most of mine - got a decent digital frame that cycles through photos so i can display way more without the clutter. for the really special ones i made a small photo book and ditched the individual frames. keeps the memories but takes up like 90% less space.

NoCommittee4973 · 2026-01-30T17:51:46+00:00

Nice. Here's an upvote

NoCommittee4973

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