Agentic Automation Project
Skills Radar
What should you actually learn for the tech role you want? Skills Radar answers with data pulled from live job listings.
How this data is curated
I kept getting asked the same question by people trying to break into tech: what should I actually be learning for this role? My usual answer was to point them at LinkedIn, tell them to pick a target role, and manually read through job postings to reverse-engineer the required skills. Skills Radar automates that process.
Every day, an agentic workflow searches for live job listings for a target role and location using the SERP API, then pulls the requirements from each listing it finds. An AI analysis step reads those requirements and extracts the specific skills, tools, and concepts each employer is asking for.
Those extractions are aggregated across every listing analyzed for the role, ranked by how often each skill appears. The result is a picture of what a role actually demands right now, refreshed daily, instead of a static list that goes stale the moment it is published.
AI Engineer
What to learn for this role, grouped by category.
Programming Languages
- Python
AI & Machine Learning
- Large Language Models (LLMs)
- Retrieval Augmented Generation (RAG)
- Agentic AI / Agent Orchestration
- Machine Learning
- Model Deployment & Optimization
- Prompt Engineering
Cloud Platforms
- Azure / Microsoft Azure
- Google Cloud Platform (GCP)
Infrastructure & DevOps
- CI/CD
Tools & Practices
- APIs / API Development
- Model Evaluation & Testing
Frameworks & Libraries
- LangChain / LangGraph
Data & Databases
- SQL
Agentic Solutions Engineer
What to learn for this role, grouped by category.
Architecture & Design
- Solution Architecture
Programming Languages
- Python
AI & Machine Learning
- LLM (Large Language Models)
- RAG (Retrieval-Augmented Generation)
- Multi-Agent Orchestration
- Prompt Engineering
Infrastructure & DevOps
- Production Deployment
- Terraform
- HashiCorp Vault
Cloud Platforms
- Microsoft Azure
Frameworks & Libraries
- LangChain
- LangGraph
Tools & Practices
- OAuth2/OIDC
Platform Engineer
What to learn for this role, grouped by category.
Cloud Platforms
- AWS
- Google Cloud Platform
- Azure
Infrastructure & DevOps
- Kubernetes
- Terraform
- Docker
- Linux
Programming Languages
- Python
- Bash
Tools & Practices
- CI/CD
- GitHub Actions
- Monitoring and Observability
Data & Databases
- PostgreSQL
- Apache Kafka