The latest articles on DEV Community by Jaydeep Goswami (@jaydeepgio). https://dev.to/jaydeepgio https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4035469%2F05f06944-aaeb-4322-8070-180f2c2140b0.png https://dev.to/jaydeepgio en Jaydeep Goswami Mon, 10 Aug 2026 09:06:55 +0000 https://dev.to/jaydeepgio/state-of-tech-hiring-in-india-july-2026-jobspiq-edition-1dc5 https://dev.to/jaydeepgio/state-of-tech-hiring-in-india-july-2026-jobspiq-edition-1dc5 <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbtwy81o7k4dlfq65rm1i.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbtwy81o7k4dlfq65rm1i.png" alt=" " width="800" height="1067"></a></p> <p>Most job reports rely on surveys or outdated datasets.</p> <p>At Jobspiq, we decided to do something different:<br> 👉 Analyze real job postings in real-time.</p> <p>In July 2026, we processed <strong>123,875 tech job postings</strong> across:</p> <ul> <li>LinkedIn</li> <li>Naukri</li> <li>Company career pages</li> </ul> <p>Here’s what we found 👇</p> <h2> 🏢 Top Hiring Companies </h2> <p>The companies hiring the most:</p> <ol> <li>Tata Consultancy Services — 2,044 roles </li> <li>EY — 1,565 roles </li> <li>Amazon — 809 roles </li> <li>Infosys — 800 roles </li> <li>Capgemini — 767 roles </li> </ol> <p>👉 Insight:<br> Service-based companies still dominate hiring volume, but product companies show more targeted hiring.</p> <h2> 🌆 Top Cities for Tech Jobs </h2> <p>Where the opportunities are:</p> <ol> <li>Bengaluru — 27,840 </li> <li>Hyderabad — 11,271 </li> <li>Pune — 11,050 </li> <li>Mumbai — 9,974 </li> <li>Chennai — 8,544 </li> </ol> <p>👉 Insight:<br> Bengaluru continues to be the <strong>undisputed tech hiring hub</strong>.</p> <h2> 🧠 Most In-Demand Skills </h2> <p>Top skills based on job mentions:</p> <ul> <li>Python — 26,101 </li> <li>SQL — 22,598 </li> <li>Agile — 19,727 </li> <li>Azure — 18,864 </li> <li>AWS — 18,785 </li> <li>CI/CD — 18,143 </li> <li>Git — 16,503 </li> <li>DevOps — 13,649 </li> <li>Java — 12,806 </li> </ul> <p>👉 Insight:<br> Cloud + DevOps + backend skills dominate the market.</p> <h2> 🏠 Work Mode Trends </h2> <ul> <li> <strong>89%</strong> roles are Hybrid / Onsite </li> <li> <strong>11%</strong> roles are Fully Remote </li> </ul> <p>👉 Insight:<br> Remote jobs are still limited—don’t rely only on remote filters.</p> <h2> 🔍 Key Insight </h2> <blockquote> <p>Python, Cloud, DevOps, and modern backend skills continue to lead demand across India’s tech ecosystem.</p> </blockquote> <p>If you’re learning or switching roles:<br> 👉 Focus on high-demand, production-ready skills.</p> <h2> ⚙️ How We Built This </h2> <p>At Jobspiq, we built a system that:</p> <ul> <li>Continuously crawls multiple job sources </li> <li>Uses semantic matching (not just keywords) </li> <li>Aggregates and de-duplicates listings </li> <li>Extracts structured insights </li> </ul> <p>Tech stack includes:</p> <ul> <li>FastAPI </li> <li>PostgreSQL + pgvector </li> <li>Celery + Redis </li> <li>AI embeddings for job matching </li> </ul> <h2> 🚀 Why This Matters </h2> <p>Traditional job search is broken:</p> <ul> <li>Too much noise </li> <li>Too many duplicate listings </li> <li>Late discovery of jobs </li> </ul> <p>We’re trying to fix that.</p> <h2> 🔗 Try Jobspiq </h2> <p>If you want <strong>real-time job alerts</strong> and better matches:</p> <p>👉 <a href="https://jobspiq.in" rel="noopener noreferrer">https://jobspiq.in</a></p> <h2> 💬 What do you think? </h2> <ul> <li>Are these trends matching your experience?</li> <li>What skills are you seeing more demand for?</li> </ul> <p>Let’s discuss 👇</p> ai career news Jaydeep Goswami Sat, 18 Jul 2026 15:17:37 +0000 https://dev.to/jaydeepgio/how-my-frustrating-job-search-led-me-to-build-an-ai-job-matching-platform-2h06 https://dev.to/jaydeepgio/how-my-frustrating-job-search-led-me-to-build-an-ai-job-matching-platform-2h06 <p>A few months ago, I was searching for a backend engineering job.</p> <p>Every day looked the same:</p> <ul> <li>Open LinkedIn</li> <li>Open Naukri</li> <li>Search for Python jobs</li> <li>Open dozens of tabs</li> <li>Read every job description</li> <li>Apply</li> <li>Repeat</li> </ul> <p>The frustrating part wasn't finding jobs.</p> <p>It was finding <strong>the right jobs</strong>.</p> <p>I kept getting recommendations for roles that technically matched my resume because they contained words like <strong>Python</strong>, <strong>Backend</strong>, or <strong>API</strong>, but after reading the description I'd realize they wanted a completely different skill set.</p> <p>I started wondering:</p> <blockquote> <p>Why are job boards still matching keywords instead of understanding what a developer actually knows?</p> </blockquote> <p>That question eventually turned into a side project called <strong>Jobspiq</strong>.</p> <h2> The Problem </h2> <p>Imagine these two jobs:</p> <p><strong>Job A</strong></p> <ul> <li>Python</li> <li>FastAPI</li> <li>PostgreSQL</li> <li>Redis</li> </ul> <p><strong>Job B</strong></p> <ul> <li>Java</li> <li>Spring Boot</li> <li>Oracle</li> <li>Kafka</li> </ul> <p>Both are "Backend Engineer" roles.</p> <p>A keyword-based system often treats them as similar.</p> <p>As developers, we know they're not.</p> <h2> What I Built </h2> <p>Instead of matching keywords, I built a system that compares a developer's profile with a job description to understand how well they actually fit.</p> <p>The platform:</p> <ul> <li>Collects jobs from multiple sources.</li> <li>Removes duplicate postings.</li> <li>Scores every job based on how closely it matches your profile.</li> <li>Sends alerts only for high-quality matches.</li> <li>Helps track applications in one place.</li> </ul> <p>The goal isn't to show more jobs.</p> <p>It's to show fewer, better ones.</p> <h2> What I Learned </h2> <p>Building the product taught me something interesting.</p> <p>Writing the software was the easier part.</p> <p>Helping people discover it is much harder.</p> <p>That's why I'm starting to build in public and share what I'm learning along the way.</p> <p>If you've ever built search systems, recommendation engines, or developer tools, I'd love to hear your thoughts.</p> <p>You can check out the project here:</p> <p><strong><a href="https://jobspiq.in" rel="noopener noreferrer">https://jobspiq.in</a></strong></p> <p>Feedback is always welcome.</p> ai webdev buildinpublic career