Company size changes almost everything about how you get hired: who reads your application, what they weigh, how long it takes and how much competition you face. Most candidates default to large well-known employers, which is the most competitive route.
Large organisations (1,000+ employees)
How they hire: structured processes, applicant tracking systems, HR-led screening, standardised interviews, multiple stages, fixed salary bands.
Your odds: lower per application. Volume is high because the brand attracts applicants regardless of the role.
What they weigh: meeting stated criteria, keyword match, relevant sector experience, and increasingly a structured assessment score.
Timeline: long. Six weeks to several months is normal, and approval chains add delay.
What this means for you: match the specification precisely and explicitly. Do not be creative. Use their vocabulary. There is little room for negotiation on pay because bands are genuinely fixed - the flexibility is in start date, review timing and non-salary terms.
The compensating advantage: internal mobility is far better. Getting in at any level gives you access to a large internal market with much less competition.
Small and medium employers (under 250)
How they hire: informally. The hiring manager reads applications directly, often with no HR layer and no tracking system.
Your odds: substantially better per application, because far fewer people apply. Many SMEs receive a handful of applications for roles that would attract hundreds at a known brand.
What they weigh: whether you can do the job from day one, whether you seem easy to work with, and breadth. They cannot afford specialists who only do one thing.
Timeline: can be very fast - occasionally offer within two weeks.
What this means for you: a direct, human, specific application works. A short note to a named person explaining what you would do in the role will actually be read. Emphasise breadth and self-sufficiency rather than deep specialisation.
The trade-offs: less structured development, smaller pay bands at the top end, more exposure if the business struggles, and job security tied to a smaller revenue base.
Startups and scale-ups
Highest variance in every direction. Hiring is fast and informal, roles are broad and change constantly, and equity may form part of the package. Assess funding stage and runway seriously - a startup 18 months from needing to raise again is a different risk from one that just closed a round.
Where the odds are genuinely best
Medium-sized, unglamorous employers in stable sectors. Manufacturing, insurance, logistics, professional services, utilities, healthcare suppliers. They need capable people, they compete for them far less aggressively, and their postings attract a fraction of the volume of a well-known brand.
This is the single most actionable insight in job searching, and almost nobody acts on it. Everyone applies to the companies they have heard of.
The targeting implication
Deliberately allocate your applications across sizes rather than defaulting to what appears in your feed - which is skewed towards employers who advertise heavily. If your applications are all to large recognisable brands, you have chosen the most competitive segment of the market without deciding to.
That is a selection bias in your own search process, and correcting it is free.
Making yourself viable across sizes
Broad, transferable capability suits SMEs; recognised qualifications suit large employers' structured screening. The Statistics for Business course at London School of Business UK provides both. Enquire today.