Candidate Sourcing Techniques

My candidate landed a ₹15 LPA offer at a top MNC without even applying. No resume drop. No job portal. How? ✅ She unlocked the hidden job market that most candidates never see. So, how did she do it? Not with luck. But with a strategy anyone can use: 1. She built her brand before she needed a job. She shared her wins, projects, and insights on LinkedIn consistently. Example: Every Friday, she posted a carousel breaking down a real-life analytics problem she solved at work, tagging teammates and sharing key takeaways. This made her visible as a problem-solver in her field. 2. She reached out to industry peers, not just HR. No generic “Hi, can you refer me?” Instead, she started real conversations about trends, challenges, and solutions in her field. Example: She messaged a data scientist at her dream company, commenting on a recent paper he’d published: 👇 “Hi Raj, I loved your article on predictive analytics in retail. I’ve been working on similar models for FMCG clients and would love to exchange notes!” This led to a meaningful chat, not a cold request. 3. She gave before she asked. She offered feedback on others’ work, shared resources, and celebrated others’ milestones. Example: She congratulated connections on promotions, shared helpful webinars in group chats, and offered to review a peer’s resume before asking for any help herself. 4. She followed up, politely and persistently. After every conversation, she sent a thank-you note: 👇 “Thanks for your insights, Priya! I’ve already started applying your advice. Hope we can catch up again soon.” She stayed top of mind, not just top of the inbox. You don’t need a massive network. You need genuine connections, a clear story, and the courage to show up before you need help. If you’re still waiting for the “perfect” job post to appear, you’re already late. The best opportunities are shared in DMs, whispered in meetings, and offered to those who are already visible. Start building your presence, your relationships, and your reputation today. #jobsearch #jobopportunities #jobinterview #careergrowth

I constantly get recruiter reachouts from big tech companies and top AI startups- even when I’m not actively job hunting or listed as “Open to Work.” That’s because over the years, I’ve consciously put in the effort to build a clear and consistent presence on LinkedIn- one that reflects what I do, what I care about, and the kind of work I want to be known for. And the best part? It’s something anyone can do- with the right strategy and a bit of consistency. If you’re tired of applying to dozens of jobs with no reply, here are 5 powerful LinkedIn upgrades that will make recruiters come to you: 1. Quietly activate “Open to Work” Even if you’re not searching, turning this on boosts your visibility in recruiter filters. → Turn it on under your profile → “Open to” → “Finding a new job” → Choose “Recruiters only” visibility → Specify target titles and locations clearly (e.g., “Machine Learning Engineer – Computer Vision, Remote”) Why it works: Recruiters rely on this filter to find passive yet qualified candidates. 2. Treat your headline like SEO + your elevator pitch Your headline is key real estate- use it to clearly communicate role, expertise, and value. Weak example: “Software Developer at XYZ Company” → Generic and not searchable. Strong example: “ML Engineer | Computer Vision for Autonomous Systems | PyTorch, TensorRT Specialist” → Role: ML Engineer → Niche: computer vision in autonomous systems → Tools: PyTorch, TensorRT This structure reflects best practices from experts who recommend combining role, specialization, technical skills, and context to stand out. 3. Upgrade your visuals to build trust → Use a crisp headshot: natural light, simple background, friendly expression → Add a banner that reinforces your brand: you working, speaking, or a tagline with tools/logos Why it works: Clean visuals increase profile views and instantly project credibility. 4. Rewrite your “About” section as a human story Skip the bullet list, tell a narrative in three parts: → Intro: “I’m an ML engineer specializing in computer vision models for autonomous systems.” → Expertise: “I build end‑to‑end pipelines using PyTorch and TensorRT, optimizing real‑time inference for edge deployment.” → Motivation: “I’m passionate about enabling safer autonomy through efficient vision AI, let’s connect if you’re building in that space.” Why it works: Authentic storytelling creates memorability and emotional resonance . 5. Be the advocate for your work Make your profile act like a portfolio, not just a resume. → Under each role, add 2–4 bullet points with measurable outcomes and tools (e.g., “Reduced inference latency by 35% using INT8 quantization in TensorRT”) → In the Featured section, highlight demos, whitepapers, GitHub repos, or tech talks Give yourself five intentional profile upgrades this week. Then sit back and watch recruiters start reaching you, even in today’s competitive market.

💡 If I were graduating today, I wouldn’t spend hours on job boards. Thousands of candidates apply every day, and most resumes get lost in the noise. Instead, I’d follow a proactive approach that actually works: 1️⃣ Track startups that just raised funding Check out venture capital firm pages on LinkedIn or their websites. Startups that recently secured funding are growing fast—and they need talent. 2️⃣ Find the founders and founding team They know exactly what their company needs, making them the ideal people to pitch. 3️⃣ Send a thoughtful, personalized message Introduce yourself, but more importantly, show that you’ve done your homework. Mention 1–2 things you genuinely admire about their product, mission, or recent achievements. 4️⃣ Show the ROI of hiring you Instead of sending a resume, explain how your skills can solve their immediate challenges or accelerate growth. Your outreach should say: “Here’s how I can add value,” not “Hire me.” Fun fact: one month before I graduated, I didn’t have a job. I got tired of applying through traditional channels, so I messaged every founder I knew, explained how I could help them grow, and landed my first Product Manager contract without a single job board application. 🔥 Opportunities don’t always come through the standard path. Sometimes, you have to create them yourself.

If sourcers aren't a part of your talent intelligence strategy, how complete is your strategy and what are you missing? I had an interesting discussion with a client the other day - they're looking to build a world-class talent intelligence function and were asking how to get granular data and insights. Companies often overlook a valuable source of insights: the conversations they have with every potential candidate, whether or not they progress through the hiring process. Even brief email exchanges with candidates who decline interest can provide meaningful information. These interactions are a rich source of market intelligence that many organizations fail to capture and analyze. Not every organization employs dedicated sourcers, but recruiters who actively engage in sourcing activities can collect vital market intelligence through their candidate interactions. Organizations that depend exclusively on inbound applications from recruitment marketing and employee referrals face a significant limitation: they only capture insights from candidates who apply. While analyzing inbound applicant data is valuable, it represents just one segment of the potential talent pool. Without active sourcing, companies miss out on understanding the broader talent market, including passive candidates' motivations and targeted competitor insights. Here's the bottom line: every candidate interaction - whether successful or not - can yield valuable market intelligence. Organizations that systematically capture and analyze these insights gain a significant competitive advantage in understanding talent markets, competitor dynamics, and their own employer value proposition. #sourcing #talentintelligence

I can't tell you the last time I looked at a resume in over 12 years of hiring, and I've hired many people. It's not even a nonstarter. I don't even think about it. I know others will disagree with me, but I don't find any value in the PDF version of your LinkedIn page. I'll just go to LinkedIn. But don't despair; there are many ways to garner attention, be introduced, or stand out. 1. Follow-up notes - it's incredible how often I do not receive a follow-up message after a conversation. It's so easy to do. Here's my opinion on the best follow-up message setup: (1) Thank the person for their time. (2) Bullet point a couple of things you learned from the conversation (3) Ask a question to re-engage. Send the follow-up within an hour of the interview. Send a note to each participant if it's a group meeting or panel. IMPORTANT: If you don't get a response after your first note, could you send a couple more? People are busy, and the inbox is even busier. 2. Use video - I always appreciate it when an applicant uses Loom or another video provider to send an introduction or thank you video. It's a rare occurrence that surprises me due to its ease of use. 3. Please research the role and be sure you are a fit. Are you framing your qualifications to match what the hiring managers are looking for? Ensure you fully understand what you are applying for. 4. Research the team and understand the company. Who are your hiring manager's peers? Who else would you want to meet? If you are interviewing with the CMO, contact the CRO or VP of Sales and try to schedule a meeting. It doesn't hurt to ask. There is no excuse not to research with tools like LinkedIn available to you. 5. Get an introduction before applying - Once you research and meet a couple of people from the company, ask for an introduction. I can count on both hands how often I've received an introduction from a team member for a role I am hiring for. Even better, if you are a referral from a trusted peer, you go to the top of the list, no matter what. 6. Prepare with questions—Spend an inordinate amount of time listing out questions you want to ask the interviewer. Discuss the role expectations, but don't forget to ask questions specifically about them, such as "Why did you choose to work here?" etc. Hiring great people isn’t about resumes but connections, preparation, and effort. Don’t rely on the same old playbook if you want to stand out. Get creative, do the work, and show why you’re the best fit for the role. The good news? Most people won’t do these things. That’s your edge.

If you’re close to a layoff, or just got laid off, here’s how to land your next role in 60 days (without applying to 100+ jobs). In the last few months, I’ve seen VPs and people at senior level at Microsoft, Amazon, and high-growth startups walk out with zero warning. If you are one of them, it's not a reflection of your value. But how you respond next changes everything. At the senior level, the traditional job search will fail you. You’re not trying to “get a job.” You’re trying to position yourself as the obvious choice before the role even gets posted. Here's the same strategy I’ve used with VPs, senior managers, and directors who didn’t have time to waste. 1. Build a micro case study deck Build a solid 2-slide deck. Slide 1 = A business problem you solved. Slide 2 = How you solved it, with metrics and decisions you drove. Why it works: → It shows how you think, not just what you’ve done → You can send it to a hiring manager before or after a call → It sets you apart instantly Tip: Use Canva or Google Slides. Keep it clean. Just focus on the outcomes. 2. Run a stealth interview pipeline Here’s how: → Pick 10 companies. Skip the job boards. → Find the economic buyer (the person who’d feel the pain of your absence: VP, GM, BU head) → Message them like this: “Hi [Name], I’ve helped [type of company] drive [metric]. I’m selectively exploring my next role and admire [Company]’s work in [area]. If there’s an opportunity to connect, I’d love to share more.” Why it works: → You’re positioning yourself as a peer, not a job-seeker. → These conversations often create roles, not just fill them. 3. Create a “readiness document” before any interview This is your edge. Before every interview, prepare a 1-pager with: - 3 key challenges the company is likely facing - How you have solved similar problems - Questions you’ll ask to show you’ve done your homework Bring it to the call. Refer to it. If appropriate, share it after. Why it works: → It signals strategic thinking. → You show up not as a candidate, but as a consultant. This is the level of prep that gets offers in 30–60 days, not 6 months. While everyone else just sends resumes. You can show up with evidence and prove why you're the right choice. Share this post to help someone navigating a layoff. P.S. Having a hard time finding your dream job? DM me "Career" to apply for The Fearless Hire, and show decision makers why you deserve a $200k+ role. (Link in comments)

𝐃𝐨 𝐲𝐨𝐮 𝐤𝐧𝐨𝐰 𝐭𝐡𝐚𝐭 𝐰𝐚𝐢𝐭𝐢𝐧𝐠 𝐟𝐨𝐫 𝐭𝐚𝐥𝐞𝐧𝐭 𝐢𝐬 𝐜𝐨𝐬𝐭𝐢𝐧𝐠 𝐜𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐦𝐨𝐫𝐞? Post a job and wait… that’s what many companies do when they rely on traditional recruitment methods. They hope the right candidate will find them. But the reality is, most top talents are already engaged, and sitting back waiting for them is a strategy that can cost your business more than you think. 𝐖𝐡𝐲 𝐃𝐨 𝐂𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬 𝐎𝐟𝐭𝐞𝐧 𝐑𝐞𝐥𝐲 𝐨𝐧 𝐏𝐚𝐬𝐬𝐢𝐯𝐞 𝐇𝐢𝐫𝐢𝐧𝐠? 𝑷𝒆𝒓𝒄𝒆𝒊𝒗𝒆𝒅 𝑪𝒐𝒔𝒕 𝑺𝒂𝒗𝒊𝒏𝒈𝒔 – Many companies believe that by handling hiring internally and passively, they can save on recruitment costs. However, what’s often overlooked are the hidden costs of long vacancies and potential bad hires. 𝑪𝒐𝒎𝒇𝒐𝒓𝒕 𝒊𝒏 𝑭𝒂𝒎𝒊𝒍𝒊𝒂𝒓𝒊𝒕𝒚 – Many companies are used to it. It feels more familiar and less aggressive, as they simply wait for candidates to come to them, rather than actively pursuing and engaging with talent. 𝐀𝐜𝐭𝐢𝐯𝐞 𝐇𝐢𝐫𝐢𝐧𝐠: 𝐀𝐭𝐭𝐫𝐚𝐜𝐭𝐢𝐧𝐠 𝐭𝐡𝐞 𝐑𝐢𝐠𝐡𝐭 𝐓𝐚𝐥𝐞𝐧𝐭, 𝐅𝐚𝐬𝐭 Active hiring isn’t just about posting a job and hoping for applications. It’s about taking a proactive approach to finding and engaging with the best talent in the market. Instead of waiting for candidates to come to you, you go to them-through networks, referrals, and specialised recruiting agencies. 𝗞𝗲𝘆 𝗕𝗲𝗻𝗲𝗳𝗶𝘁𝘀 𝗼𝗳 𝗔𝗰𝘁𝗶𝘃𝗲 𝗛𝗶𝗿𝗶𝗻𝗴: 𝑺𝒑𝒆𝒆𝒅 𝒐𝒇 𝑭𝒊𝒍𝒍𝒊𝒏𝒈 𝑹𝒐𝒍𝒆𝒔 – Active recruitment significantly reduces the time-to-hire by avoiding the long wait for applicants to appear. 𝑨𝒄𝒄𝒆𝒔𝒔 𝒕𝒐 𝑯𝒊𝒅𝒅𝒆𝒏 𝑻𝒂𝒍𝒆𝒏𝒕 – Many highly skilled professionals aren’t actively looking for new roles but may be open to offers if approached directly. 𝑸𝒖𝒂𝒍𝒊𝒕𝒚 𝒐𝒇 𝑪𝒂𝒏𝒅𝒊𝒅𝒂𝒕𝒆𝒔 – You expand your candidate pool beyond those who are actively seeking jobs, allowing you to tap into a wider range of top-tier talent. 𝗣𝗮𝘀𝘀𝗶𝘃𝗲 𝗛𝗶𝗿𝗶𝗻𝗴: 𝗧��𝗲 𝗛𝗶𝗱𝗱𝗲𝗻 𝗖𝗼𝘀𝘁𝘀 When companies rely solely on waiting for responses to posted jobs, they risk losing valuable weeks, or even months, in the search for the right candidate: 𝑻𝒆𝒂𝒎 𝒑𝒓𝒐𝒅𝒖𝒄𝒕𝒊𝒗𝒊𝒕𝒚 𝒔𝒖𝒇𝒇𝒆𝒓𝒔 – Open roles increase the workload on existing staff, reducing overall efficiency. 𝑴𝒊𝒔𝒔𝒆𝒅 𝒈𝒓𝒐𝒘𝒕𝒉 𝒐𝒑𝒑𝒐𝒓𝒕𝒖𝒏𝒊𝒕𝒊𝒆𝒔 – Slow hiring can delay critical projects and hinder business growth. 𝑯𝒊𝒅𝒅𝒆𝒏 𝒄𝒐𝒔𝒕𝒔– The time lost, missed revenue, and potential for hiring mistakes can far outweigh any perceived savings on recruitment expenses. Active hiring is an investment that mitigates risk, improves the quality of new hires, and allows you to focus on strategic business growth. Stop waiting. Start hiring! ----------------- Do you need to attract right people and foster people strategy that would suit your specific team. Do not afraid to ask any questions and book a call! ----------------- #unitiq #recruitment #carrerdevelopment #talentacquisition #fractionalhr

Recruiters! The flood of AI sourcing agents is real. Here's my two pieces of advice for the working recruiter 👇 In the last year we’ve seen tools like Jack and Jill pushing autonomous sourcing / matching, and Metaview adding its own AI sourcing agent to a suite that already includes interview, feedback, and job‑post agents. Metaview’s pitch is pretty cool: once your intake is done, the agent hunts profiles proactively, learns from feedback, and surfaces fits without you having to start from zero.  Jack positions itself more as an AI “headhunter” doing outbound outreach on LinkedIn & email. These are signalling where sourcing is headed. So what should a friendly neighbourhood recruiter do? Here’s my advice: 1️⃣ Experiment like your life depended on it. We’re in a rare window when the AI models are subsidised, and tools are competing for adoption. That means low cost or free access tools to experiment with. Sandbox modes, and aggressive feature launches. Sourcing a few extra candidates is a short term benefit. But long term, use these experiments to uncover which workflows are most amenable to AI intervention. Which parts of your sourcing cycle are already formulaic? What micro‑jobs (e.g. “find 10 backend devs with X + Y”) can you hand off? Where are the bottlenecks (profile review, outreach, candidate matching)? If you can prototype a workflow that integrates with your ATS/CRM, that gives you a head start before AI sourcing is “baked in.” 2️⃣ Explore bringing sourcing agents in-house Because sourcing is such a knowledge‑intensive domain, talent teams are really well suited to build their own AI sourcing agents rather than relying fully on black box tools from day one. You don’t need to build a full AI startup, start small: Use tools like n8n, Zapier, or similar agents/automation platforms For example: a mini agent that scrapes GitHub or Stack Overflow based on a job description, ranks candidates, and returns a shortlist You’ll get two big advantages: Customisation (you build for your data, your roles, your biases) Control over cost (you own the logic) Over time, as model usage becomes more expensive (less subsidised), owning that logic becomes a competitive edge. AI sourcing agents are spreading fast. Some will succeed, many will fail. But as recruiters, you don’t need to be a passive consumer. Be someone who tests, adapts and builds. Use those tests to inform what your team really needs. Step into the space of building rather than just buying (it's also more fun) I’d love to hear from folks already using agentic AI (Jason Miller, Joe Atkinson you know I need to hear your opinion). Are you sourcing with it? Building your own? Or sticking to classic methods? Drop your thoughts in the comments! Hi 👋 I’m Luke. I empower recruiters with data. Want to get data-driven for free? Link in my profile for my free weekly newsletter. #recruitment #talentacquisition #recruiting #recruiters

12 Costly Hiring Mistakes (and How to Avoid Them) While hiring 1000s of people over 20+ years, I made every mistake. Here are the common traps to steer clear of: HIRING TOO FAST ❌ Expensive mistake that adds more overhead than value ✅ Edit the work - you often don't need that hire HIRING FROM DESPERATION ❌ Leads to poor fits and costly turnover ✅ Nurture relationships - today's network is tomorrow's talent HIRING FOR TODAY ❌ Creates constant recruiting debt as you outgrow people ✅ Hire for next year - map your future org and fill those gaps RELYING ON RECRUITERS ❌ Don't delegate your most important job to someone else ✅ Own the process - the best managers are always recruiting UNCLEAR ROLE DEFINITION ❌ Attracts wrong candidates, wastes everyone's time ✅ Crystal clear requirements - no unicorns, real roles only PASSIVE RECRUITING ❌ Drowns you in unqualified applications ✅ Proactive sourcing - throw a party (attract) or go fishing (pools) SOLO RECRUITING ❌ Limits perspectives and network reach ✅ Be like Kasparov - use all pieces on your chess board OVERVALUING EXPERIENCE ❌ Often gets you overconfident and undermotivated hires ✅ Hire humble & hungry - alignment and agility beat experience RELYING ON WEAK SIGNALS ❌ Resumes and interviews are poor predictors ✅ Test real work - projects beat portfolios beat conversations MEDIOCRE INTERVIEWS ❌ Loses top candidates to better experiences ✅ Create magic moments - thoughtful questions, curated tours POOR OFFER PROCESS ❌ Leaves money on table or loses candidates at finish line ✅ Strategic preparation - research market, address objections early SKIPPING REFERENCES ❌ Misses critical red flags and onboarding insights ✅ Make references count - including backdoor checks The cost of a bad hire isn't just money: - It's lost time - It's lower morale - It's missed opportunities You may feel the pressure to hire yesterday. But hire slow. And you won't have to fire fast. If this was helpful, Please repost ♻️ to help others. Follow Dave Kline 🔔 for more. Check out our free 30-minute recruiting workshop. Link to grab your spot is in the pinned 📌 comment below.