Our client pivoted from Sales to Data Analytics. They did it with no formal data experience. Here are 6 strategies they used to make it happen: Context: When our client reached out, they were stuck. They had spent months applying to data analyst roles with no success, despite completing a data analytics course. They had even received a verbal offer that was later rescinded. Frustration was building, and they were considering a return to account management. We teamed up with them, and things started to change: 1. They Clarified Their Target Role Before working with us, their approach was to just apply to any and every data analytics role that popped up. We helped shift that mindset to focus more of our energy on a smaller set of highly-aligned companies. They used this clarity to create a “Match Score” for each opportunity—filtering out roles that didn’t align with their ideal job. 2. They Optimized Their LinkedIn For What Employers Wanted To See Before joining, they weren’t getting any outreach for roles on LinkedIn. We revamped their LinkedIn headline and profile to include keywords specific to the Data Analytics space as well as projects that illustrated their capabilities. Then the inbound messages began to roll in. 3. They Shifted Their Time From Online Apps To Networking Instead of just applying online, they reached out to alumni from an analytics bootcamp they attended. They specifically focused on people who had successfully transitioned into data roles. One alum gave them insider insights into the hiring process at a target company and even suggested key skills to emphasize their application. 4. They Built A Consistent Outreach System They started sending 5 personalized LinkedIn messages per day to data professionals. They focused on asking for advice, then taking action on it and using it to open the door for a follow-up. This helped build rapport and trust, which led to multiple referrals and interviews. 5. They Went Deep On Interview Prep They knew that other candidates would likely have more “traditional” experience to lean on, so they went deep on interview prep. For technical interviews, they built a portfolio project analyzing Airbnb data to showcase SQL and visualization skills. For behavioral interviews, they prepared answer examples that tied directly into the company’s biggest needs and goals. 6. They Stayed Persistent & Flexible Originally, the recruiter who reached out was asking about a business analyst role. After pitching their SQL and Python skills, our client convinced the recruiter to get them in the door for a data analytics position. Then they used their networking to gain insider info on goals and challenges which they pitched in their interview. That approach secured the offer.
How to Network in the Data Industry
Explore top LinkedIn content from expert professionals.
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People ask me all the time how to network. Here’s a short, tactical guide on how to actually do it - grounded in real data, real results, and 3,500+ jobs found through relationships. 🎯 The #1 misconception Networking is not: “Let me ask you for a job.” It is: “Let me have a real, human moment with someone in this industry.” ✅ What actually works This is how you build meaningful professional relationships - the kind that lead to real opportunities: 1️⃣ Be around. Events, Discords, social posts, games projects, ticket giveaways, community coaching - just show up. Start by being visible. Over time, become memorable for the right reasons. 2️⃣ Don’t pitch. Connect. Ask questions. Be genuinely curious. You’re planting seeds, not harvesting. This takes months and years. There are not shortcuts to building real relationships. 3️⃣ Look sideways, not up. A junior colleague can often help you more than a C-level exec. Build trust, first, with people at your level or just above it. 4️⃣ Follow up like a human. Send messages that matter: “Just played [X] - loved the level design.” “Your GDC talk really stuck with me - thank you.” “Noticed you moved from QA to design - would love to hear how.” 5️⃣ Give before you get. Share insights, leave helpful comments, support others’ work - anything that builds trust and makes you recognizable. 6️⃣ Say hi when there’s nothing to gain. That’s the best time. No stakes, no pressure - it’s when real relationships start. 7️⃣ Don’t just “shoot your shot.” ❌❌❌❌❌ Never reach out with “Can you get me a job?” That closes doors, fast. Lead with curiosity and conversation, not a transactional, cold ask. 🔥 If I wanted to be provocative… I’d say this: Applying to jobs without connective tissue is very inefficient. Particularly for early career and more senior folks. Instead of asking, “What should I apply to?” - ask, “Where can I build a relationship?” Posting about hundreds of applications is understandable, but it misses the point. Focus on how many real connections you’ve made - then work backward to the right applications. 🧠 Avoid the Dream Company Trap Too many people focus only on the one studio they love - and end up pinging the same five people as everyone else. I always ask: Where do I already have network strength? Where can I go that everybody else isn’t going? We track 3,000+ game studios. 1,000+ of them hire. Go outside the top 50. 🪜 Think in ladders and sidesteps Instead of aiming straight at your target studio, look at who owns that studio. Think conglomerates. Think sister teams. Adjacent verticals. 📊 The data backs it up. Across our community: Cold apps: ~1–2% yield Apps with any warm connection: 10–20x+ better odds 🧭 The shift is simple Spend more time building bridges than sending résumés. Relationships are the infrastructure of hiring. Build that first. The first thing I ask anyone who's stuck is: Are you spending 80%+ of your effort building relationships? If not, do that.
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𝗢𝗻𝗲 𝗗𝗠 𝗰𝗮𝗻 𝗰𝗵𝗮𝗻𝗴𝗲 𝘆𝗼𝘂𝗿 𝗰𝗮𝗿𝗲𝗲𝗿. 𝗜 𝘂𝘀𝗲𝗱 𝘁𝗼 𝘁𝗵𝗶𝗻𝗸 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝘄𝗮𝘀 𝗷𝘂𝘀𝘁 𝘀𝗺𝗮𝗹𝗹 𝘁𝗮𝗹𝗸. That it was only for extroverts, salespeople, or those who knew the “right” people. I couldn’t have been more wrong. The truth? LinkedIn changed my career more than any job board ever could. From landing internships to publishing research and breaking into power & energy, the biggest opportunities in my career didn’t come from job boards—they came from building the right connections. Yet, so many professionals hesitate to network strategically because they: * Feel awkward reaching out to strangers * Don’t know what to say in a cold DM * Fear getting ignored or rejected I get it—I used to be the same way. But once I started using LinkedIn the right way, I landed mentors, internships, and research opportunities that shaped my entire career. Here’s How You Can Do It Today: ✅ 𝗜𝗱𝗲𝗻𝘁𝗶𝗳𝘆 𝘁𝗵𝗲 𝗥𝗶𝗴𝗵𝘁 𝗣𝗲𝗼𝗽𝗹𝗲 𝘁𝗼 𝗖𝗼𝗻𝗻𝗲𝗰��� 𝗪𝗶𝘁𝗵 * Look for professionals in your target field (engineers, hiring managers, senior leaders). * Use LinkedIn’s “People Also Viewed” section to find similar profiles. * Join industry groups to see who’s actively sharing insights. ✅ 𝗦𝗲𝗻𝗱 𝗮 𝗠𝗲𝘀𝘀𝗮𝗴𝗲 𝗧𝗵𝗮𝘁 𝗚𝗲𝘁𝘀 𝗮 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗲 Forget “Hi, can I pick your brain?” That doesn’t work. Instead, try this: 💡 𝗘𝘅𝗮𝗺𝗽𝗹𝗲 𝗗𝗠 𝗧𝗲𝗺𝗽𝗹𝗮𝘁𝗲: “Hi [Name], I came across your profile while learning about [topic]. I admire your work on [specific project]. I’d love to hear your thoughts on [question]. Would you be open to a quick chat?” ✅ 𝗘𝗻𝗴𝗮𝗴𝗲 𝗪𝗶𝘁𝗵 𝗧𝗵𝗲𝗶𝗿 𝗖𝗼𝗻𝘁𝗲𝗻𝘁 𝗕𝗲𝗳𝗼𝗿𝗲 𝗬𝗼𝘂 𝗗𝗠 * Like and comment on their posts genuinely * Share their work and add your insights * Make your name familiar before sending a message ✅ 𝗢𝗳𝗳𝗲𝗿 𝗩𝗮𝗹𝘂𝗲 𝗜𝗻𝘀𝘁𝗲𝗮𝗱 𝗼𝗳 𝗝𝘂𝘀𝘁 𝗔𝘀𝗸𝗶𝗻𝗴 𝗳𝗼𝗿 𝗛𝗲𝗹𝗽 People respond better when you bring something to the table: * Share an article or resource relevant to their work * Offer a fresh perspective on one of their posts * Ask a specific, thoughtful question instead of just “Can you help me?” The Outcome: I’ve used this exact strategy to build meaningful relationships that led to: ✔ Internship opportunities before I even applied ✔ Research collaborations that boosted my career ✔ Insights from industry leaders that I couldn’t find anywhere else If you’re not leveraging LinkedIn for strategic networking, you’re leaving opportunities on the table. 💡 Try this today: Pick ONE person you admire, craft a thoughtful DM, and hit send
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If you struggle to keep conversations going during networking, this tip will increase your response rate. Talk about people’s passions. Why? After getting more than 17,000 followers and networking with hundreds of job searchers, I can confidently say that: People love talking about what excites them. It’s an easy way to build rapport. Here’s how I’ve helped 50+ data professionals leverage this strategy to increase response rates and build meaningful relationships: 1️⃣ Do some research. Look at their LinkedIn or portfolio. Find something impressive. 2️⃣ Start with flattery and curiosity. Example: “Hey [Name], I noticed you [accomplishment/project]. That’s incredible! What’s the part you enjoy most about it?” 3️⃣ Follow their passion. Ask questions to show genuine interest. Let the conversation flow naturally. 4️⃣ Find common ground. When they mention something you relate to, dig deeper. Build the connection. 5️⃣ Tie it back to your goal. Shift the conversation to their role or company. Example: “Oh, does your team work on X?” “How does your company approach Y?” For instance, let’s say their passion is travel. You: “That’s awesome! Where’s the most interesting place you’ve been?” Them: “I loved Thailand!” You: “That’s on my list! Did you manage to work remotely while there?” From there, the conversation naturally moves toward their job. Pro Tip: Not everyone will engage, and that’s okay. You don't have to be "perfect" to start networking. Yes, you will still get rejected, that’s part of the game. But you'll get better after multiple iterations. Focus on connecting with the right people. Try this next time you’re stuck in a conversation and let me know how it went.