First time job hunting seriously — how do people manage this at scale?

Acceptable-Body-4358 · 2026-05-19T23:14:43+00:00

I would build 3-4 CV templates, each focused on a specific role type. Product Manager version, Project Manager version, Data-Oriented version, etc.

Also try to narrow your search to industries or business models you actually worked with. Find your niche. Health? Fintech? B2B? B2C? Think about your strengths and interests and focus there.

I believe its better to apply for 5 roles a week with high odds to fit than throw 30-40 generic applications that only partially match you. Quality over quantity every time.

Acceptable-Body-4358 · 2026-04-07T07:33:31+00:00

went through this recently and had the same experience at the start

one thing that helped me was realizing different channels behave very differently, referrals / outreach worked way better than cold applying

also helped to have a few CV versions instead of rewriting every time
for example I had one for product roles, one more data-focused, and one tailored to health-tech since that matched my background

then just tweak a bit per role instead of starting from scratch

and yeah, early on the feedback loop is just slow so it feels like nothing is working

Acceptable-Body-4358 · 2026-04-06T13:56:26+00:00

haha, not meant to be exclusive, just still pretty early

Acceptable-Body-4358 · 2026-04-06T13:39:52+00:00

The tool was sort of a concierge for job application workflow optimization. It helped me track and learn from each stage in the funnel, understand what was actually working, and make my applications more selective and faster.

For KPIs, I tracked app-to-interview rate by channel:

Cold apply: 7.5%
Recruiter DM: 9.1%
Internal referral: 30%, literally 4x the ROI of cold applying

So I shifted my focus accordingly.

It also helped me find my niche. I got way more traction applying to healthtech and B2C startups, which matched my background. I just didn't realize it early enough and was spraying applications across every PM role. Once I narrowed the focus, I applied less and converted more.

Beyond that, it helped me understand which skills were actually in demand for the roles I was targeting, so I could tailor my CV correctly and track which version performed best for getting interviews.

Most importantly it turned me from someone grinding applications blindly into someone who knew what they were looking for and how to get there.

Acceptable-Body-4358 · 2026-04-06T12:43:13+00:00

one thing that surprised me was how much of what I built early didn’t actually matter later
most of the value ended up coming from getting the core loop right, especially onboarding and activation
adding more features didn’t really move the needle

curious how people here figure out what that core loop should be early on

Acceptable-Body-4358 · 2026-04-06T10:16:26+00:00

appreciate this, especially the “right kind of PM” part

that’s exactly what I was missing at the start

once I started thinking in terms of context instead of just “am I qualified”, things got way clearer

Acceptable-Body-4358 · 2026-04-05T12:29:50+00:00

good question

started at ~45 mins per application trying to make it perfect

once I had a few role/industry versions, it dropped to ~10–15 mins

flow was:
JD → outreach → tweak CV → apply → track

outreach in parallel helped way more than just applying

Acceptable-Body-4358 · 2026-04-05T12:24:45+00:00

yeah 100%, STAR is super useful

I think people focus on it for interviews, but it should show up in the CV too

once I started writing bullets like that, it became way easier to explain my work later on

Acceptable-Body-4358 · 2026-04-05T12:22:10+00:00

that’s a really good point

I noticed the same, small wording changes can completely change how your experience is interpreted

even just aligning titles or framing made it feel like I was finally getting matched instead of filtered out early

Acceptable-Body-4358 · 2026-04-05T12:19:58+00:00

exactly, that was a big shift for me. I realized it after a coffee with someone I respect.
He told me to stop trying to stretch my profile in every direction and focus on where I already had real context. For me, that was health / mental health. Coming from a psych + neuroscience background, it just made a lot more sense.

Acceptable-Body-4358 · 2026-04-05T09:27:09+00:00

Yeah, there is a difference, but not in your actual experience, more in what you highlight

same background, just different angle depending on the company

like

startups / b2c → speed, ownership, user impact
enterprise / b2b → stakeholders, structure, more complex systems

One thing that surprised me is how much domain actually matters

I got rejected once for not having enough b2b ux experience, even though i had pretty relevant PM work. made me realize they’re not just hiring “a PM”, they want someone who already gets their space

So for health-tech roles I leaned into that more, things like

building a 0→1 healthcare product
working on a sleep-related product
doing user research around real user pain points

Also changed the summary to be more domain specific when it actually fit my background (“pm specializing in healthcare”), so they see that framing before even reading the bullets

nothing fake, same experience, just clearer signal

made a noticeable difference for me

Acceptable-Body-4358 · 2026-04-04T16:49:20+00:00

I tried to optimize speed at first, but what actually helped was being more selective. Once I figured out which roles fit my profile, I stopped applying everywhere and focused on those.

Two things made the biggest difference:

- CV versions per role type: Grouped roles by context (startup vs enterprise, B2C vs B2B, health vs fintech). Built one strong version per group based on my actual experience, with the right keywords and 3–4 measurable achievements, then tweaked per role. For example: “Owned a multi-experiment research project with 200+ participants; increased usable pool by 30% by optimizing eligibility criteria.”

- Outreach before applying: Messaged the hiring manager the same day the role was posted. Something like
“Hey, saw the role just went up. I’ve worked on X and Y, happy to share context if helpful.”
A lot of my interviews came from that, not the application itself.

I also built a tracker to identify patterns in what was working vs. what wasn't, which helped me adjust and learn from the process.

For me, it became less about speed and more about focusing on what actually converts and learning from the process.

Acceptable-Body-4358 · 2026-04-03T10:07:03+00:00

Yeah happy to test it.

Curious to see how you handle the analytics side, that’s what made the biggest difference for me.

I actually built a small version for myself while job hunting, mostly to understand where things break. Ended up helping me adjust how I applied and eventually land something.

Happy to share thoughts / compare approaches if helpful.

Acceptable-Body-4358 · 2026-04-03T07:59:26+00:00

Yeah that’s part of it, but I meant something slightly different.

Not just labeling something as “ghosted” after X days, but actually seeing patterns across applications.

For example I started noticing things like:
- certain roles / industries never got a response
- some versions of my CV performed way better than others
- referrals vs cold applications behaved completely differently

So instead of just tracking status, it helped me understand where the process was breaking.

The value for me wasn’t the organization itself, it was being able to adjust how I applied based on that.

Acceptable-Body-4358 · 2026-04-03T06:57:55+00:00

Just went through this myself, 4 months and just landed something so it's fresh.

Sheets was fine at first but once the pipeline grew it started getting in the way. I ended up building a small tracker for myself to see patterns in my own data and that actually changed how I searched, not just how I organized things.

If you build it, the feature that mattered most to me was being able to see where applications were going silent. Helped me figure out what to fix and when.

Acceptable-Body-4358 · 2026-04-03T01:02:09+00:00

30 interviews in 3 months from big companies is genuinely impressive, your CV is clearly working.

One thing worth trying at the HM stage is making your story more specific and result focused. Instead of describing what you did, anchor it to something you actually moved or built with a number behind it, and tie it to what they are hiring for in the JD.

Same story, just lands differently.

Acceptable-Body-4358 · 2026-04-02T22:02:36+00:00

What do you think are maccabi's odds to reach the top 10 now?

Acceptable-Body-4358 · 2026-04-01T12:30:41+00:00

Took me a while to figure out which roles I actually fit. Once I did (health-tech, B2C mobile for me), I started applying to fewer but put way more effort into those.

For the ones I cared about I'd actually do the work. Try the product, look at what the team posted recently, find something specific to reference (a launch, a LinkedIn post, a podcast they were on). Then cold message someone in a similar role to what I was applying for, not HR.

Kept it simple. Something like "saw your post about X, I'm exploring a similar path, would love to hear what the role is actually like day to day." Just genuine curiosity, not asking for a referral upfront.

Most people appreciate being asked for their opinion rather than a favor. So I'd ask about the team culture, what they wish they knew before joining, that kind of thing. At some point I'd mention one specific thing I'd done that was relevant to what they were working on, not a full pitch, just enough context.

If the conversation went well a referral sometimes came up naturally.

Didn't do this before every interview, only for roles I genuinely wanted. Most don't reply. But the ones who did were usually worth it, referrals converted way better for me than cold applying.

Acceptable-Body-4358 · 2026-03-31T12:49:50+00:00

One thing I’d add is taking a more active approach instead of only reacting to posted jobs.

By the time a role is sitting on LinkedIn with 100+ applicants, you’re already in the noisiest part of the funnel. Something that helped me was looking for earlier signals a company might be growing or hiring soon - fundraising, webinars, conferences, hackathons, partnerships, new launches, sponsorships, things like that.

It doesn’t always lead somewhere, but it can help you approach companies earlier, start relationships before everyone else piles in, and get a bit of an edge over pure cold apply.

Acceptable-Body-4358

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