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Carolyn Moir-Grant
With over 30 years of experience at Allstaff, Carolyn has been a guiding force in shaping the agency’s reputation as a trusted recruitment partner.
Here’s something most job seekers don’t realise until they’ve been searching for a while: a significant proportion of jobs are never advertised publicly. They’re filled through referrals, through relationships with recruitment agencies, through a hiring manager reaching out to someone they already know, or through a candidate making contact at exactly the right moment.
This is sometimes called the hidden job market, and it’s particularly relevant in sectors like manufacturing, engineering, logistics, and office support, where employers often prefer to hire through trusted routes rather than post a role and wade through hundreds of applications.
AI won’t unlock the hidden job market on its own. But it can help you do the groundwork that makes networking less awkward, more targeted, and considerably more effective.
Networking has a reputation problem. It conjures images of uncomfortable events, forced small talk, and asking people for favours. Most candidates in manufacturing, warehouse, and engineering roles would rather apply for fifty jobs online than send one message to someone they don’t know well.
The problem is that the online application route, especially for popular roles, is increasingly competitive. You’re competing with dozens or hundreds of other candidates, your CV is being filtered by software before anyone reads it, and even a strong application can disappear without a response.
Building even a small number of genuine professional connections changes that dynamic entirely. A referral from someone inside a company gets your application seen. A recruiter who knows you personally will put your name forward when a relevant role comes up. A hiring manager who’s had a brief conversation with you is far more likely to remember you when they’re recruiting.
AI makes the groundwork for this considerably easier.
The biggest mistake in cold outreach, whether that’s a LinkedIn message, an email to a company, or a conversation at an industry event is making it obvious that you’ve done no research. Generic messages get ignored. Specific, relevant ones get responses.
Before reaching out to anyone, ask ChatGPT or your AI tool of choice, to help you build a picture of the company and the sector:
“I’m interested in working for a logistics company in central Scotland. What are the main challenges and priorities for businesses in this sector right now, and what would a candidate need to understand to have a credible conversation with someone in that industry?”
Then do the company-specific research yourself – their website, their LinkedIn page, recent news, any job postings they’ve had recently (even if they’re not currently hiring). This tells you a lot about where they are as a business and what they might need.
Be careful not to rely on AI for company-specific details. Different tools interpret prompts differently and may give you inconsistent results, and all AI currently has a knowledge cutoff date – meaning it won’t have current information. Always verify facts directly from primary sources before using them in a conversation.
LinkedIn is the most useful tool for this, and AI can help you use it more strategically than most people do.
Start by identifying the companies you’d genuinely like to work for. Then use LinkedIn’s search function to find people who work there in relevant roles – hiring managers, department heads, HR contacts, or people doing the job you’re aiming for.
Once you’ve identified someone worth reaching out to, ask AI to help you personalise your approach:
“I want to send a LinkedIn connection request to a production manager at a manufacturing company in Glasgow. I’m an experienced machine operator looking to move into a supervisory role. Help me write a short, genuine message that explains why I’m reaching out without it sounding like a template.”
The key word is short. Three to four sentences is enough for a first message. State who you are, why you’re reaching out to this specific person or company, and what you’re asking for – which at this stage should be something small, like a brief conversation or advice, not a job.
Don’t attach your CV to a cold message. It feels presumptuous and most people won’t open it. Build the connection first.
These prompts work well across different networking scenarios. Adapt them to your own situation:
For a LinkedIn connection request: “Write me a short LinkedIn connection request message. I’m a [role] with [X years] experience in [sector], reaching out to a [their role] at [type of company]. I want to express genuine interest in the company without asking for anything upfront.”
For a follow-up message after connecting: “I’ve connected on LinkedIn with a warehouse manager at a logistics company I’d like to work for. Write me a short follow-up message that opens a conversation naturally – perhaps asking for their perspective on the industry or the company, without immediately asking about jobs.”
For reaching out to a recruiter: “Write me a short message to send to a recruitment consultant who specialises in engineering roles in Scotland. I want to introduce myself, briefly summarise my background, and ask whether they’d be open to a conversation about opportunities in my area.”
In every case, take the AI output as a starting point and rewrite it in your own words. The goal is a message that sounds like you – not like something that came out of a text generator.
Beyond LinkedIn outreach, there are several approaches to finding opportunities that don’t appear on Indeed or Totaljobs.
Go direct to company career pages. Many employers, particularly in manufacturing and engineering, post roles on their own website before or instead of the main job boards. If there are companies you’d particularly like to work for, bookmark their careers page and check it regularly. You can ask ChatGPT to help you identify the main employers in your sector and area: “What are the main manufacturing employers in the Glasgow and Paisley area that I should be aware of?”
Use Google’s job search. Searching your job title plus location in Google surfaces results from a much wider range of sources than any single job board, including company career pages, smaller regional job sites, and recruitment agencies. For roles in logistics, engineering, and manufacturing in particular, this often surfaces opportunities that get much less competition than the ones on the big platforms.
Work with specialist recruiters. Recruitment agencies like Allstaff have access to roles that are never advertised publicly, which is one of the top reasons why candidates should use a recruitment agency. Many employers prefer to recruit through trusted agencies rather than manage a public application process so building a relationship with a recruiter who specialises in your sector means you’re considered for these roles as a matter of course, rather than missing them entirely.
This is worth emphasising: building a strong relationship with your recruiter is probably the single most effective route into the hidden job market. A good recruiter knows which employers are planning to hire before a vacancy is formally created, they can put your name forward with credibility, and they have an interest in finding you the right role — not just any role.
Engage in the right online communities. LinkedIn groups, industry forums, and professional associations in your sector are places where opportunities sometimes surface informally — a comment about a project ramping up, a mention of a new contract, a post from a manager who’s building a team. Being present and occasionally contributing to these conversations keeps you visible in your industry in a way that passive job searching doesn’t.
Most of the approaches in this article don’t produce an immediate job offer. They produce relationships, visibility, and opportunities — which eventually produce job offers, often faster and with better outcomes than the standard application process.
This is harder to measure than submitting ten applications in an afternoon, but the return is significantly higher. The candidates who consistently find good roles quickly are rarely the ones who apply for the most jobs — they’re the ones who have built enough of a professional presence that opportunities find them.
AI makes the research and job outreach side of this faster and easier than it’s ever been. The relationship side is still down to you.
If you’re in warehousing, logistics, manufacturing, engineering, accounts, marketing, or office support and you’re based in Glasgow, Paisley, or central Scotland, Allstaff is one of the most direct routes into the hidden job market in your area. We work with employers across these sectors every day, and we regularly place candidates into roles that are never publicly advertised.
Send us your CV, have a conversation with one of our consultants and let us help you to unlock your dream career. You’ll have access to a pipeline of opportunities that most candidates applying through job boards will never see.