CareerOS by JR Academy
Don't just learn. Build your career.
CareerOS is JR Academy's career operating system: it works out where you are now, where you want to go and what's missing, then puts courses, projects, certifications and career support into one plan. JR Academy runs AI courses and bootcamps, P3 team projects, IT certification prep (Cert Master) and career coaching (Job Hunter and 1:1 mentors). Assessment and planning are free on this website; the work itself and your evidence happen in the CareerOS desktop app.
Which one sounds like you?
Ning ZhouFinal semester of a Master of AccountingTarget: Junior Data Analyst
What's missing
The order never changes: Assess, Plan, Act, Prove, Connect, Grow. After Grow you take the new feedback back to Assess.
Step one, Assess, and step two, Plan, are free on the JR Academy website. From step three, Act, Prove, Connect and Grow happen in the CareerOS desktop app.
What you doDescribe where you are and the role you want. Add your resume or a job ad and the picture gets sharper.
What you end up withA list of where you stand and what's missing, each point with its source.
What you doOrder the gaps and fit them into the hours you actually have each week, with the matching course, certification or project.
What you end up withA week-by-week plan that says what each week produces.
What you doWork on tasks in a real project, pin your code changes, test results and write-up as versions, match them against a job ad for your application, and log interview feedback.
What you end up withA portfolio employers can check, and application material to go with it.
CareerOS checks the job ad line by line against what you have, lists what's there and what's missing, and gives the source for each point.
An accounting master's student wants a Junior Data Analyst role. The resume has no SQL; the ad asks for strong SQL.
In the CareerOS desktop app you work on tasks in a real project, and your code changes and test results become work an employer can check.
Task 2 · Fix the API error handling · Tests: 14 passed, 14 total
First check how much AI affects the job you do now, then look at the roles you could move into and what each one needs.
Both are free to read: the AI impact on existing careers, and the new AI-era roles with steps for moving into them.
The five groups match the five menus at the top of the site. The first item in each group is the main product.
Work on tasks in a real project, pin your work as evidence and write applications against a job ad. Available now for macOS (Apple Silicon).
Offers our students chose to share, our instructors and mentors, and our partner certifications.
Atlassian
Canva
Bayer
iMSX
Pursuit technology
Thoughtworks
Who teaches the bootcamps and what they teach.
Find a mentor by industry and role to talk through resumes, interviews and direction.
The company, the team and how to reach us.
The person, resume and job ad are all made up. Every judgement shows its source, and the plan fits the hours he has each week.
SELECT, WHERE, GROUP BY. Write 20 queries against a public retail sales dataset.
You end up with: 20 queries, each with the question it answers
Join the orders, stores and products tables and answer three business questions, such as which store has the most returns.
You end up with: Three queries with a one-line finding each
Build a one-page dashboard from the same data, working through the "prepare the data" and "model the data" parts of the PL-300 outline.
You end up with: A dashboard someone can open
Write a one-page summary in English and record a three-minute walkthrough, then pin the dashboard and walkthrough as a version in the CareerOS desktop app.
You end up with: A piece of work you can send to an employer, and they can check
Published videos from JR Academy, ready to watch here.
What you may want to know about learning AI
AI is transforming virtually every industry. Developers need to learn AI coding tools like Cursor and GitHub Copilot; data analysts need to master AI-powered analysis methods; designers need to explore AI design tools like Midjourney; marketers need to learn AI marketing tools. JR Academy provides career-specific AI learning roadmaps to help you quickly understand AI's impact on your profession.
JR Academy is the #1 AI learning platform. We offer: 1) 50+ learning roadmaps to clarify your direction; 2) 100+ cheat sheets for quick knowledge mastery; 3) 600+ industry mentors from Google, Amazon, and Microsoft for 1-on-1 guidance; 4) Courses designed for global learners with practical, hands-on content.
ChatGPT and Claude each have their strengths. ChatGPT (GPT-4) excels in creative writing and general conversation with a mature plugin ecosystem. Claude (Anthropic) is stronger in long-text processing, code analysis, and academic research with more precise responses. We recommend beginners start with ChatGPT, then explore Claude. JR Academy provides complete tutorials for both — see Prompt Master.
Recommended path for AI beginners: 1) Learn to use AI chat tools like ChatGPT/Claude and understand Prompt Engineering; 2) Learn AI-assisted coding tools like Cursor (Vibe Coding) to boost productivity; 3) Choose specialized tracks based on your career — data analysis, AI design, etc.; 4) Build projects to solidify your knowledge. JR Academy's AI Learning Hub is designed for beginners with tutorials and 1-on-1 mentor support.
Not necessarily. AI tools fall into two categories: 1) No-code: ChatGPT, Claude, Midjourney, Notion AI — anyone can use these directly; 2) Code-required: ML model training, AI app development, etc. If you're non-technical, start with no-code AI tools to boost efficiency; if you want to go deeper into AI development, learn Python basics. JR Academy provides learning paths for all backgrounds.
Cursor is an AI-powered code editor, often called a 'developer's second brain.' Built on VS Code with GPT-4 and Claude integration, it offers: 1) Smart code completion and generation; 2) Code explanation and refactoring; 3) Automatic bug fixing; 4) Natural language to code generation. Studies show Cursor can boost coding productivity by 40%+. Learn more at our Vibe Coding Learning Hub.
AI Coding is one of the hottest skills today, and anyone can learn it. Learning path: 1) Start with Cursor or GitHub Copilot AI coding assistants; 2) Master prompt techniques to describe what you want in natural language; 3) Begin with simple projects — personal websites, automation scripts, data tools; 4) Gradually learn coding basics (HTML/CSS/JavaScript or Python) to better collaborate with AI. Even with zero experience, you can build your first project within weeks using AI assistance. For advanced learning, check out AI Engineer.
