LinkedIn ATS Resume Guides 2026

Resume guides for 11 roles at LinkedIn. Learn what keywords, skills, and experience their ATS looks for — and what gets filtered out.

Engineering Roles

Java / Python / Go · AWS / GCP / Azure · Data Structures & Algorithms · System Design

AWS / GCP / Azure · Docker / Kubernetes · CI/CD Pipelines · Terraform / Ansible

React / Next.js · TypeScript · HTML5 / CSS3 · State Management (Redux / Zustand)

Node.js / Python / Java / Go · Message Queues (Kafka / RabbitMQ) · REST API Design · SQL (PostgreSQL / MySQL)

React / Next.js · Node.js / Express · TypeScript · PostgreSQL / MongoDB

People Management · Technical Hiring · Roadmap & OKRs · Performance Reviews

Python / Scala · Kafka / Streaming · SQL (Advanced) · Apache Spark / PySpark

Python (pandas, scikit-learn, PyTorch/TensorFlow) · Machine Learning · Statistical Modeling · SQL

Python · PyTorch / TensorFlow · MLOps (MLflow, Kubeflow) · Model Serving (TorchServe, TF Serving)

Product Roadmapping · User Research · A/B Testing · SQL / Data Analysis

Growth Experimentation · Paid Acquisition (Google Ads, Meta Ads) · SEO / Content Marketing · Funnel Optimization

Score your resume against a LinkedIn job description in 60 seconds.