Should you apply on LinkedIn or company website?
Most blanket advice on this is wrong. You shouldn't treat LinkedIn and the company website as two totally different lanes, because many LinkedIn listings simply hand you off to the employer's ATS anyway. If the LinkedIn button says Apply and opens the company careers page, you're still completing the employer's preferred workflow. The real question is whether you're entering the same system, how much extra information the employer asks for, and whether that extra effort lets you present a stronger case for the role.
My default rule is simple. Use LinkedIn for discovery, alerts, and recruiter visibility. Use the company's site to submit when it gives you a fuller application, a referral field, portfolio links, work authorization questions, or role-specific answers. Use Easy Apply when speed matters and the application itself is basically your resume plus a few clean screening questions. For a senior backend engineer at a Series B fintech, five extra minutes on the company careers page is usually worth more than another anonymous one-click submission.
When is LinkedIn the better choice?
LinkedIn is the better choice when timing is the edge. A recruiter posts a role, you already match the must-haves, and the application is designed for a fast screen. That's common with agency recruiters, high-volume sales hiring, contract roles, and some startups that care more about quick pipeline building than long custom forms. LinkedIn also keeps your profile attached to the application context, which can help when the recruiter is actively sourcing in LinkedIn Recruiter and wants to scan your headline, mutual connections, and recent activity before deciding whether to respond.
Use Easy Apply selectively, not as a slot machine. LinkedIn now limits high-volume Easy Apply behavior, which tells you where the platform is headed: fewer mass submissions, more intent. Save it for roles where your profile already looks credible on first pass, like an account executive with the exact region, quota history, and CRM stack the post asks for. If you still need major tailoring, skip the rush, rewrite your resume, and apply through the route that lets you answer the employer's actual questions well.
When does the company careers page give you an edge?
The company careers page gives you an edge when the employer wants more than a resume dump. Think portfolio links for a product designer, GitHub and visa status for a machine learning engineer, or licensure and shift preferences for a nurse. Those fields aren't busywork. They often decide who gets screened first. A direct application also reduces the odds that you rely on an outdated listing or a third-party repost. The careers page is usually the closest thing you have to the source of truth for whether the job is open and what the employer still needs.
Here's the slightly contrarian take: extra friction is not always bad. If a company makes you answer three thoughtful questions on its careers page, that's often a gift to strong candidates. It filters out people who clicked on impulse and lets you show fit in plain English. The best time to use the company website is when you can turn that added space into signal. If you were referred by a director of analytics or an engineering manager, the company careers page is also where that referral is often captured cleanly.
What should you do with a Workday application or Greenhouse candidate portal?
If the role opens a Workday application, slow down and treat it as the employer's system of record. In many companies, that is where recruiting data is stored and structured questions are reviewed. Fill out the profile carefully, use the same job title language the posting uses, and don't leave structured fields vague. A sloppy Workday application can bury strong experience under bad parsing, especially when your resume says Senior Data Engineer but the form field says Data Platform Engineer and you leave no context.
A Greenhouse candidate portal can be smoother. Many employers use it to let candidates save details, apply faster, and sometimes track application status if the company enables those features. That's useful, especially if you're applying to several roles at one employer over time. Still, don't treat Greenhouse as permission to spray applications. Recruiters can spot duplicate or near-duplicate profiles, and one unfocused candidate who applied to marketing ops, customer success, and enterprise sales on the same day rarely looks more serious than the candidate who picked one lane.
If the company careers page is a Greenhouse-hosted board or routes you into the Greenhouse candidate portal, you don't need a second LinkedIn submission unless the employer specifically asks for one. Same idea with a Workday application. One complete, tailored application in the employer's system beats two partial ones in different places. Double applying can create noise, not visibility. Spend that time checking your resume against the job, fixing a weak headline, or adding a portfolio link that makes the recruiter stop scrolling.
How do referrals and networking change the application strategy?
Networking changes the math more than application channel does. A warm referral, a former manager's note, or a concise message to the hiring manager can move you from the pile to a real review faster than arguing about LinkedIn versus the company careers page. If your former teammate is now a staff product manager at HubSpot and the role matches your background, ask for context before you apply. Learn what the team actually needs, then submit through the route that captures the referral cleanly and mirrors how the team hires.
The hidden job market isn't magic. It's just the part of hiring that happens before a role is fully public, after a team gets headcount, or through trusted networks once a posting is live. Your best play is simple: identify 20 target companies, follow the relevant hiring managers and recruiters on LinkedIn, apply when there's a real fit, and send one sharp follow-up that proves you understood the problem. For example, mention the payments migration, PLG motion, or new data platform the team is hiring to support, not that you're passionate and eager.
How many applications and follow-ups should you send?
Don't aim for the highest application count. Aim for the highest number of believable applications. That usually means splitting your search into tiers. Tier one gets deep customization and company research. Tier two gets a lighter edit and a fast submission. Tier three gets skipped unless the role is unusually strong. A search built around 15 great applications a week will often outperform 60 generic clicks, especially for mid-career roles where relevance matters more than pure volume. Busywork feels productive right up until you realize none of it created traction.
Follow up once after five to seven business days if the job still looks open and you have something useful to add. Useful means a referral, a work sample, a direct match to a hard requirement, or a short note to the recruiter tying your background to the role. Don't send a paragraph asking whether they saw your application. That's noise. For a customer success manager role, a follow-up that mentions expansion revenue, renewal ownership, and the exact CRM or support stack from the posting is much stronger than a generic nudge.
Track every application by source, ATS, date, contact, and next step. After a month, patterns show up fast. You may find that company careers page applications convert better for enterprise roles, while LinkedIn works better for startups and recruiter-led searches. You may also find that every Workday application takes longer but produces cleaner interview pipelines, or that Greenhouse roles respond faster when you pair the submission with a referral. Let your own data settle the debate. Job search advice is cheap. Conversion data from your own search is not.