Resume Formats for Tech Jobs

The CV habits that make Aussie job seekers look outdated and how to fix them. I’ve reviewed thousands of tech CVs across Sydney, Melbourne, and Auckland. Here are the signs that instantly age a candidate, plus the fixes that get interviews moving: ❌ “References available on request.” Recruiters already know this. Use that space for impact. ✅ Replace with: a one-line achievement. Example: “Scaled fintech app from 2k → 50k users in 12 months.” ❌ Career objectives. “Seeking a challenging role…” = filler. ✅ Replace with: a sharp summary naming your industry, stack, and value add. Example: “5+ years in cloud engineering, specialising in AWS cost optimisation.” ❌ Duties copied from a job description. Looks generic. Doesn’t show what you achieved. ✅ Replace with: measurable outcomes. ❌ Copying duties from the job description. Looks generic. Doesn’t show what you achieved. ✅ Replace with: consequences + results. Here’s an example from a recent 1:1 coaching session: Before “Set strategy and led execution for stateless hosting golden paths via the Internal Developer Portal (IDP).” My feedback: This tells the reader what you did, but not what it delivered. So I asked: - How long did this take? - How many teams were involved? - Was this a multi-year strategy? AFTER “Delivered a 3-year stateless hosting strategy via the Internal Developer Portal (IDP), adopted by 14 engineering squads across APAC. Reduced deployment time by 60% and unlocked $2.5M in annual infrastructure savings.” That’s the difference between describing activity and proving impact. ✅ Replace with: clean, single-column, 4 pages max. White space matters. ❌ Listing every job since uni. No one needs your 2009 retail gig. ✅ Replace with: last 5 years of relevant roles. Highlight stack + results. The rest can go to "extended career history". There are two things matter more than design trends: 1. Write facts in plain English so anyone can grasp your value in 10 seconds. 2. Apply to jobs where those facts matter most. Tailoring is what wins interviews. A CV isn’t about telling your whole story. It’s about telling the right story, to the right audience, in the clearest way possible. If you want to see how these CV fixes have worked for real tech professionals in AU/NZ, check out the testimonials on my site: https://lnkd.in/gW7Equtj #LinkedInNewsAustralia

I’ve reviewed 2000+ resumes for AI/ML roles in the last 5 years. Here are 7 tips to make your resume stand out: 🔸 Tip 1: Showcase End-to-End Project Work Describe projects where you took an idea from concept to deployment. Outline the problem, data collection, model development, validation, and deployment. Demonstrate your ability to handle the entire lifecycle of an AI/ML project. 🔸 Tip 2: Quantify Your Contributions with Real-World Impact Use concrete metrics to quantify your achievements, such as 'Reduced customer churn by 20% through predictive modeling' or 'Increased sales by 15% with a recommendation system'. Real-world impact is more compelling than theoretical knowledge. 🔸 Tip 3: Highlight Collaboration with Cross-Functional Teams Showcase your ability to work with data engineers, product managers, and other stakeholders. Mention specific instances where you collaborated to deliver impactful AI/ML solutions. 🔸 Tip 4: Emphasize Deployment Experience Highlight your experience with deploying models into production environments using tools like Docker, Kubernetes, or cloud platforms such as AWS, GCP, and Azure. Include specific examples and the impact they had. 🔸 Tip 5: Include Open Source Contributions If you’ve contributed to open-source AI/ML projects, list these contributions. Mention any significant pull requests, issues resolved, or your role in major projects. This demonstrates your commitment and expertise. 🔸 Tip 6: Focus on Recent Technologies Mention your proficiency with LLMs, reinforcement learning, or other generative AI technologies. Highlight any recent work or projects involving these technologies. 🔸 Tip 7: Keep Up with Industry Trends Stay updated with the latest trends and advancements in AI/ML. Mention any relevant courses or technologies you have learned and always keep that tab up-to date. This shows your dedication to continuous learning and staying current in the field. #ai #career #resume

Most resumes don’t get rejected for lack of experience. They get rejected for how that experience is presented. Over the last 3 months, I’ve reviewed over 50 resumes.  Friends, Referrals, and community members. Each time, I notice the same patterns. The mistakes are often small but costly. The wins are subtle but powerful. Here’s what I’ve learned from those reviews and what you can fix today: What actually works? 1 - Tailored Content The best resumes don’t try to be everything to everyone. They’re sharp, role-specific, and rich with keywords that match the job description. 2 - Quantifiable Achievements A line like “handled sales” is forgettable. A line like “Increased sales by 20% in 6 months” gets noticed. 3 - Simple, Clean Formatting Single-column. Consistent fonts. No design drama. ATS systems will thank you. So will recruiters. 4 - Professional Summary > Objective Statement Start with a crisp summary that answers: “What do I bring to the table?” 5 - Action Verbs “Led,” “Built,” “Implemented,” “Optimized.” Not “Responsible for” or “Helped with.” What to absolutely avoid? 1 - Generic Phrases “Hardworking team player” is white noise. Show it. Don’t say it. 2 - Outdated or Irrelevant Info That 2012 internship? Probably time to let it go. 3 - Over-designed Layouts ATS bots don’t care about your Canva skills. Keep it functional. 4 - Typos & Formatting Errors One comma out of place? Might not ruin your chances. But why risk it? 5 - Missing Contact Info Yes, this still happens. Double-check that your phone and email are visible. Bonus enhancements that make a difference: - Use metrics in every role, not just the latest one. - Match your skill section to what the job actually demands. - Move education below experience, unless you're a fresh grad. - Include certifications and recent courses. - Keep font styles and spacing uniform throughout. My suggestion? Take an hour this weekend and do a ruthless edit. - Cut fluff. - Add metrics. - Tweak layout. Ask a friend for feedback. And if you want a second set of eyes, I’m happy to help. I regularly do resume reviews (for a small fee). If you're looking for personalized, actionable feedback, DM me or drop a comment. Let’s make your experience shine the way it deserves to. -- ♻️ Reshare if this might help someone. ▶️ Join 2,485+ in the Tidbits WhatsApp group → link in comments

Hiring managers spend 6 seconds on your resume. They're looking for 3 things: - Can you operate at scale? - Can you multiply impact? - Will you make ME look good? 500+ resumes later, I can tell you: 90% fail all three. The 10% who nail it? They're fielding multiple offers. Here's the gap: 1. The "Responsibility Dump" ❌ "Responsible for leading engineering team" ✅ "Led 12 engineers to reduce deployment time by 73%, enabling $2M in faster feature releases" Your resume isn't a job description. It's a highlight reel of impact. 2. The Vague Achievement ❌ "Improved system performance" ✅ "Redesigned caching layer → 400ms to 40ms latency → 25% increase in user engagement → $3M ARR lift" Money talks. Metrics whisper. Impact SCREAMS. 3. The Missing "Why" Don't just say WHAT you did. Show WHY it mattered. What problem existed? What was your solution? What changed in the business? 4. The Tech Laundry List ❌ "Skills: React, Python, AWS, Docker, K8s, PostgreSQL, Redis..." ✅ Weave tech into your stories: "Built React + GraphQL platform serving 10M users..." Skills sections are skimmed. Stories are remembered. 5. The Level Confusion Staff+ isn't about coding more. It's about: - Multiplying others' impact - Making architecture decisions - Driving technical strategy Your resume should prove you operate at this altitude. The Template That Works: [Action Verb] + [What] + [How] + [Quantified Impact] + [Business Outcome] Example: "Architected microservices migration strategy across 15 teams using domain-driven design, reducing deployment dependencies by 80% and enabling teams to ship 3x faster" A legendary resume doesn't list what you did. It proves what you're capable of doing next. Every Staff engineer should have 2 things: - A resume that tells your impact story - A negotiation strategy that captures your value I've built a template that does both. Want it? Comment "STAFF" below. I'll send you: ✓ The exact template ✓ 15 before/after examples ✓ The impact formula that landed Staff Roles Joshua Talreja #careers #jobs #resumetips #jobseeekers #engineering

If I only get one shot at Google, here's how I would ensure my resume lands me the interview. I've helped 100+ professionals land interviews at top companies. Here's what separates resumes that get interviews from ones that get ignored: 1. Start with a clear, role‑aligned headline Your name → Target role → one key outcome metric Example: Priya Sharma - Finance Manager | Forecasting & Strategic Planning | 20%+ Variance Reduction This does two things: → Signals exactly who you are → Plugs keywords the ATS is looking for 2. Rewrite your professional summary to signal impact Forget generic “results‑driven professional.” Instead: → 2–3 outcome statements tied to real business value → Mention scale (revenue, budgets, teams) Example structure: “Senior Finance Manager with 8+ years driving strategic planning and financial forecasting for $150M+ P&L. Improved forecast accuracy by 18% and accelerated month‑end close by 30% through cross‑functional process redesign.” 3. Replace duties with impact bullets Here’s what Google wants to see: → What you owned → What changed because of your work → Measurable outcomes Rewrite like this: “Led annual budgeting and rolling forecasting for $200M+ business unit, reducing forecast variance from 15% to 8% in 3 cycles.” “Designed automated variance reporting that cut analyst hours by 35% and improved executive decision clarity.” 4. Use role‑specific keywords If the posting mentions: Forecasting Scenario planning GAAP compliance Cross‑functional partnership Financial modeling Your resume must mirror that language, while only using terms you can support with stories. 5. Pull the “why” forward Recruiters don’t care about what you did first. They care about why it mattered, and how it tied to business outcomes. So every bullet should follow: Action → Context → Outcome Not: Did forecasting But: Improved forecasting accuracy → by implementing driver‑based models → resulting in 12% better budget alignment across 4 business units Landing an interview at Google isn’t about luck. It’s about precision. That means: → Language that matches the job → Outcomes that prove you moved the business → Structure that machines and humans can interpret If I only had one resume to send, it would read like a case study, not a list of tasks. Save this post before you send your next application. Repost it to help someone who’s stuck in the endless apply‑and‑ignore cycle. P.S. Follow Vik Gambhir for more on how to build a solid resume and land more interviews.

𝐖𝐡𝐲 𝐘𝐨𝐮𝐫 𝐁𝐞𝐚𝐮𝐭𝐢𝐟𝐮𝐥𝐥𝐲 𝐃𝐞𝐬𝐢𝐠𝐧𝐞𝐝 𝐑𝐞𝐬𝐮𝐦𝐞 𝐌𝐚𝐲 𝐁𝐞 𝐇𝐮𝐫𝐭𝐢𝐧𝐠 𝐘𝐨𝐮𝐫 𝐉𝐨𝐛 𝐒𝐞𝐚𝐫𝐜𝐡 You might have a resume that looks stunning. Maybe you used Canva or a sleek template with side panels, colourful text boxes, and elegant fonts. It catches the eye, and it feels professional. But here’s a tough truth: a beautifully designed resume can actually hurt your chances of getting noticed by recruiters, especially at senior levels. Why? Because all that design - those text boxes, left-hand panels, and graphics, take up precious real estate that could be used for showcasing your most important asset: your skills, achievements, and impact. Recruiters and applicant tracking systems (ATS) don’t care about how pretty your resume is. They care about clarity and content. When a resume is cluttered with design elements: • Important keywords and technical skills may get buried or overlooked • ATS may struggle to parse the information correctly, causing your resume to be filtered out • Recruiters scanning hundreds of resumes can’t quickly find your measurable results • The focus shifts from your experience to the design, which can be distracting Many senior executives fall into this trap thinking a flashy resume will help them stand out. The reality is, it often makes it harder for you to stand out in the right way. Instead, your resume should: • Prioritise a clean, simple layout that guides the eye to your most relevant skills and achievements • Use standard fonts and minimal formatting for easy reading by humans and ATS • Maximise space to include quantifiable accomplishments, clear job titles, and relevant keywords • Be tailored for each role to reflect the language recruiters and ATS look for Remember, your resume is a marketing document designed to get you interviews. If design elements get in the way of your message, it’s working against you. If you’re using Canva templates or fancy designs, step back and ask: • Am I prioritising content over style? • Is my resume easy to scan quickly? • Are my keywords and achievements clearly visible and easy to find? Beautiful design can be great - but not if it sacrifices clarity and relevance.

Have you ever wondered why your creative, graphic-heavy resume didn’t make it past the first round? The issue could be with the Applicant Tracking System (ATS). ATS is a tool used by employers to help sort through resumes. It scans resumes for specific keywords and phrases related to the job. But when your resume has fancy fonts, lots of graphics, or colorful designs, it can confuse the ATS. This makes it harder for the software to accurately read and process your resume, which can lead to it being rejected before a human even sees it. To improve your chances, use a simple and clean resume format. Stick to standard fonts, avoid excessive graphics, and focus on including relevant keywords for the job. A visually appealing resume might look great, but it needs to be ATS-friendly too. Keep it simple so your skills and experience can shine through. Good luck with your job search! Agree? Share this post to help job seekers make their resumes stand out for the right reasons! Follow Sona B Upadhyaya, CPRW #JobSearch #ResumeTips #CareerAdvice #ResumeWriting #ATS #LinkedInTips

Your resume has two audiences, The ATS and the human recruiter. If you don’t pass the first, you’ll never reach the second. After helping thousands of job seekers land interviews, I can tell you, most rejections happen before a person even reads your resume. The reason? ATS formatting mistakes that block your application from being seen. Here’s my complete ATS Resume Do’s and Don’ts guide. (Save this post, you’ll need it for your next application) ✅ DO’s: ➡ Use standard resume sections – “Work Experience,” “Education,” “Skills.” Keep it clear. ➡ Match exact keywords from the job posting – “Project management” ≠ “Managing projects.” ➡ Stick to ATS-friendly fonts – Arial, Calibri, Times New Roman. ➡ Use standard bullet points – Simple round dots work best. ➡ Submit in PDF or .docx format – nothing else. ❌ DON’Ts: ➡ No tables, text boxes, headers/footers, or images – ATS can’t read them. ➡ Skip creative formatting – No columns, no sidebars. Keep it single column. ➡ Avoid colors, graphics, charts, or logos – They get scrambled. ➡ Don’t trick the system – No white text, no keyword stuffing. ➡ Never submit scanned docs or image files – ATS can’t read them. Pro Tips I always share with my clients: 👉 Test your resume in a free ATS scanner before applying. 👉 Focus on achievements, not just duties. 👉 Keep formatting consistent. 👉 Add a clean, simple summary. 👉 Use standard headings. I’ve seen too many talented professionals lose opportunities because their resumes never reached a recruiter’s desk. Don’t let this happen to you. P.S. If you want more updated strategies, Join my Career Spotlight Group. It’s where I share my latest resources before they go public. 📌 Join here- https://lnkd.in/gB22r3_b #ATSResume #JobSearch #CareerCoach

You’re heading into 2026 and still applying to jobs with no interviews? Here’s what’s actually happening. Your experience is strong. Your resume just isn’t being found. Let me explain why, and how to fix it. When you apply online, your resume goes into an ATS (Applicant Tracking System). Think of it like a massive filing cabinet for recruiters. And here’s the part most people miss: Recruiters don’t read every resume. They search. Just like Google, they use filters and keywords: “Python AND data analysis” “SAFe AND agile transformation” “Tableau AND executive dashboards” If your resume doesn’t include the exact terms they’re searching for, you’re invisible. Not rejected. Just not discovered. And in 2026, this matters even more. Yes, you do need to pack your resume with the right keywords. But that’s only half the equation. The other half is the story you’re telling with those keywords. Anyone can list tools or skills. What gets interviews is showing how you used them and why it mattered. The job description tells you exactly what recruiters will search for. It’s basically an answer key. Example from a real posting: If they say “Experience with Snowflake required” They will search “Snowflake” So your bullet should read something like: “Built and scaled a data warehouse in Snowflake supporting X users and Y business outcomes” Not “cloud database” Not “modern data platform” Use their words. Then show your impact. Here are examples of high-volume searches going into 2026: • Python, TensorFlow, LangChain for AI and applied ML roles • Kubernetes, Terraform, Docker for senior engineering leaders • Power BI, Tableau, SQL for data and analytics leadership • SAFe, Agile, DevOps for transformation and delivery roles Your action plan: 1. Read the job description closely 2. Highlight every tool, platform, and methodology mentioned 3. Use those exact terms if you have real experience with them 4. Embed them inside accomplishment-driven bullets that tell a clear story Instead of: “Led team through digital modernization” Write: “Led a SAFe agile transformation using ServiceNow and Jira, reducing delivery time by 40% across three product teams” Same experience. Very different outcome. In 2026, resumes need to be searchable and strategic. You already have the experience. Now make it visible and compelling. Your next role isn’t rejecting you. It just hasn’t found you yet. P.S. If you want help positioning your resume, experience, and job search strategy for higher-level roles in 2026, I’m opening a few call slots this week for free consultations. If you’re interested, fill out the short form in my Featured section to apply and book a call.

Designers! If your resume has two columns you’re making a big mistake. 😬 I recently learned about the RIB acronym from the lovely Emily Worden 👋. When creating your resume you should focus on content that is RELEVANT and demonstrates your IMPACT. You also need to make it BORING. 😢 Why? Because our Dark Lord ATS cannot understand creative designs including graphics, icons, and multi-column layouts. ATS reads left to right across the page, so your resume MUST be formatted in a single-column layout. “Isn’t it important that my resume reflects my design sensibilities?” Not as important as making sure it gets into human hands and provides RELEVANT content that demonstrates your IMPACT. But! You can still have a well-designed resume that shows hiring managers that you know how to create a beautiful layout. Go back to the basics. K.I.S.S. Think of this as a design problem. Use this opportunity to showcase your attention to detail. Can you use a font that’s both highly legible and aesthetically pleasing? Consider your point size, leading, tracking, and kerning. Look up Swiss-style grids for inspiration. Can you utilize typography and white space to create a bold but simple layout? I hope these insights are helpful to all the talented designers out there fighting the good fight in this job market. 🥊 Do you have any job-seeking tips? I’d love to hear them! — #graphicdesign #designer #greenbannergang #jobseeker