● Built for AI & ML Engineers
Land your AI/ML role.
Faster.
Resume analysis, career roadmaps, and interview prep — purpose-built for engineers targeting AI, ML, and GenAI roles.
Roles we cover
ML EngineerGenAI EngineerAgentic AILLM EngineerAI Architect
Resume Analysis
ATS Match Score
87%
Keyword Coverage
64%
Missing Skills
LangChain
RAG
MLflow
PyTorch ✓
FastAPI ✓
Recommended Roadmap
GenAI Engineer
12 modules · estimated 8 weeks
ML Engineer
16 modules · estimated 12 weeks
Role Tracks
Which role are you targeting?
Click to generate your personalized roadmap for any of these roles.
ML Engineer
Build, train, and deploy production ML models at scale
💵 $80-140k
GenAI Engineer
LLMs, RAG pipelines, fine-tuning, and AI applications
💵 $95-165k
Agentic AI Engineer
Multi-agent systems, tool-use, and autonomous AI workflows
💵 $110-175k
MLOps Engineer
CI/CD for ML, model monitoring, and production lifecycle
💵 $80-130k
NLP Engineer
Transformers, BERT, text pipelines, and language AI
💵 $80-130k
Computer Vision
CNNs, detection, segmentation, and multimodal AI
💵 $80-130k
AI Architect
Design end-to-end AI systems, infrastructure, and strategy
💵 $130-200k
AI Researcher
Novel architectures, RLHF, alignment, and model evals
💵 $120-200k
Your Learning Journey
From zero to AI engineer -- step by step.
Start here
AI Fundamentals
Not sure where to begin? Start with our beginner-friendly foundations -- What is AI, how Machine Learning works, what Deep Learning actually does, and how GenAI fits in. No PhD required.
- AI Introduction & History
- Machine Learning explained
- Deep Learning & Neural Networks
- Generative AI & LLMs
Explore foundations →
Structured
Deep-Dive Roadmaps
Stop guessing what to learn next. Our structured roadmaps give you a precise, week-by-week plan for ML Engineer, GenAI Engineer, and Agentic AI roles -- with curated resources at every stage.
- ML Engineer Roadmap (8 stages)
- GenAI Engineer Roadmap (7 stages)
- Agentic AI Roadmap (6 stages)
- Skills Gap Analyser + Resume Builder
View roadmaps →
Portfolio
Real-World Projects
Theory without practice won't land you a job. Our AI-powered project generators give you realistic, portfolio-worthy project ideas with full scopes, dataset suggestions, and tech stacks.
- ML Project Generator
- GenAI Project Generator
- Agentic AI Project Generator
- Difficulty levels: beginner -> advanced
Generate a project →
Interview
Interview Prep
Crack the technical interview with our curated Q&A banks. Covers ML theory, system design, coding, and GenAI-specific questions -- the exact topics FAANG and top AI startups test for.
- ML Interview Q&A Bank
- AI Interview Prep
- System design walkthroughs
- Behavioural + technical mix
Start prepping →
Insights
Blog & AI Trends
Stay ahead of the curve with in-depth articles on the latest AI models, emerging job roles, industry shifts, and practical engineering guides. Written by practitioners, not marketers.
- New model breakdowns (GPT-5, Gemini 2.0...)
- Career transition stories
- Salary & hiring trend reports
- Hands-on engineering deep dives
Read the blog →
How It Works
From confused to job-ready in weeks.
1
Tell us where you are
Enter your current role, your existing skills, and years of experience. Takes 60 seconds.
2
Get your personalized plan
Claude generates a precise roadmap -- what to learn, in what order, with real resources and a realistic timeline.
3
Execute and land the role
Use the GenAI Hub, Skills Gap Analyser, and Resume Builder to prepare. Track your progress and hit your milestones.
Social Proof
Engineers who made the transition.
★★★★★
"The roadmap generator is incredible -- it actually knew I had Spark skills from my data engineering background and built the ML path around that. No generic templates."
★★★★★
"The Skills Gap Analyser was eye-opening. I uploaded my CV targeting a GenAI Engineer role and got a prioritised list of exactly what to learn next. Landed the role in 3 months."
★★★★★
"Switched from data analyst to ML Engineer using CareerStack's roadmap. The phased plan with real resources and milestones made what felt impossible feel totally structured and achievable."
Get started free
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