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Engineered Roadmaps

CHOOSE YOUR
MASTERY.

Don't just learn skills—engineer a career. Our curated learning paths take you from core concepts to professional architectural mastery.

Path Level
Intermediate
High Demand
Certified Roadmap

AI Product Manager

Learn to define, build, and ship AI-powered products that users love. Master AI feature specification, human-AI interaction design, and AI metrics — a role commanding $120k-250k at the world's leading AI companies.

AI/ML Fundamentals for PMs (non-coding)AI Feature Specification & PRD WritingHuman-AI Interaction Design
Global Salary
$120k-250k USD globally (Entry AI PM: $120k-160k, 2-3 YOE: $170k-250k)
Hiring Now
Google, Meta, Apple...
Curriculum5 Phases
Portfolio10 Projects
Path Level
Advanced
High Demand
Certified Roadmap

Computer Vision Engineer

Build AI systems that see and understand the visual world — from object detection and segmentation to video analytics and multimodal AI. Target $80k-160k globally in manufacturing AI, autonomous vehicles, retail tech, and healthcare imaging.

Python & OpenCVPyTorch (Custom Training Loops)
Path Level
Intermediate
High Demand
Certified Roadmap

Android App Developer

Build production-quality Android applications with Kotlin, Jetpack Compose, and modern Android architecture. Target $65k-130k globally or ₹4.5-16 LPA in India at companies building apps used by millions of users worldwide.

Kotlin (Coroutines, Flow)Jetpack ComposeAndroid Jetpack (ViewModel, Navigation, Room)
Path Level
Intermediate
High Demand
Certified Roadmap

Backend API Engineer

Master server-side engineering, API design, databases, system design, and cloud infrastructure to become the backend developer that powers the world's fastest-growing products. Target ₹5-18 LPA in India or $70k-140k globally.

Node.js / Go (Golang)REST API Design & VersioningPostgreSQL & Advanced SQL
Path Level
Intermediate
High Demand
Certified Roadmap

DevOps & Cloud Engineer

Master the tools and practices that power modern software delivery — from Linux and containers to CI/CD pipelines, Kubernetes, and cloud infrastructure on AWS. Become the engineer every development team needs worldwide.

Linux & Shell ScriptingDocker & Container OrchestrationKubernetes (K8s)
Path Level
Intermediate
High Demand
Certified Roadmap

Data Engineer

Build the data pipelines, warehouses, and streaming systems that power analytics at scale. Master the modern data stack used by analytics leaders worldwide and target $70k-130k globally in a field with a massive talent shortage.

Python (PySpark, Pandas)SQL & Advanced AnalyticsApache Spark
Path Level
Advanced
High Demand
Certified Roadmap

Cybersecurity Engineer

Master application security, penetration testing, secure code review, and incident response to protect the world's digital economy. Target $80k-160k globally in a field with a critical 3.5 million talent shortage.

Linux & Networking FundamentalsWeb Application Security (OWASP)Penetration Testing (Burp Suite, Metasploit)
Path Level
Intermediate
High Demand
Certified Roadmap

Generative AI & Prompt Engineer

Master the art and science of prompting, fine-tuning, and deploying generative AI systems. Build diffusion models, LLM workflows, and AI content systems powering the global creator economy and enterprise automation. Target $70k-160k globally.

Advanced Prompt Engineering (LLMs)Stable Diffusion & ComfyUILoRA & DreamBooth Fine-tuning
Path Level
Intermediate
High Demand
Certified Roadmap

Full Stack Web Developer

Master the complete web development stack — from responsive frontends to scalable backends, databases, and cloud deployment. Become job-ready in 6-9 months for roles at top tech companies, startups, and product companies worldwide.

HTML5 & CSS3JavaScript (ES2024)TypeScript
Path Level
Advanced
High Demand
Certified Roadmap

LLM Engineer & AI Application Developer

Master the architecture of large language models, build production RAG systems, design autonomous AI agents, and ship AI-native applications that real users depend on. The highest-demand AI role in 2025-2026, commanding $90k-200k+ globally.

Python (async, type hints, dataclasses)LLM APIs (Gemini, OpenAI, Anthropic, Mistral)
Path Level
Advanced
High Demand
Certified Roadmap

NLP & Conversational AI Engineer

Master natural language processing from classical techniques to transformer models and conversational AI systems. Build multilingual text intelligence, voice AI, and production chatbots for global audiences — a field commanding $80k-160k worldwide.

Python NLP Libraries (spaCy, NLTK, Transformers)Hugging Face Transformers (BERT, T5, mBERT, IndicBERT)
Path Level
Advanced
High Demand
Certified Roadmap

MLOps Engineer

Bridge the gap between ML research and production systems. Build the infrastructure that makes AI reliable, reproducible, and scalable — from experiment tracking to model registries, automated retraining, serving, and monitoring. Commands $100k-180k globally.

Python & ML Libraries (PyTorch, Scikit-learn)MLflow (Experiment Tracking & Model Registry)Docker & Kubernetes for ML Workloads
Path Level
Intermediate
High Demand
Certified Roadmap

Android Developer (Kotlin)

Master modern Android development with Kotlin and Jetpack Compose. Build production-grade apps, understand clean architecture, and get hired at top tech companies worldwide.

Kotlin Language & Advanced FeaturesJetpack Compose UIMVVM + Clean Architecture
Path Level
Advanced
High Demand
Certified Roadmap

Machine Learning Engineer

Go from Python basics to building and deploying production ML models. Master the skills demanded by AI-first companies globally — from data preprocessing to model serving and MLOps — in 10 months.

Python (NumPy, Pandas, Matplotlib)Machine Learning (Scikit-learn)Deep Learning (PyTorch)
Path Level
Intermediate
High Demand
Certified Roadmap

Generative AI & Prompt Engineer

Master the art and science of working with large language models — from prompt design fundamentals to building production AI agents, RAG systems, and LLM-powered products. Become job-ready in 6-8 months for one of the fastest-growing and highest-paying roles in tech, with demand growing 135% year-over-year and salaries reaching $300K+ at senior levels globally.

LLM Fundamentals & Transformer ArchitecturePrompt Engineering Patterns (CoT, Few-shot, ReAct)Context Engineering & System Prompt Design

Curated by Experts

Designed by Lead Engineers from Google, Meta, and Netflix.

AI-Native Learning

Integrates real-time AI mentorship and automated drills.

Industry Standard

Aligned with DORA metrics and enterprise best practices.

AI Career Compass

NOT SURE WHICH
DIRECTION TO TAKE?

Our AI Career Compass analyzes your technical profile and goals to engineer a custom 12-month roadmap just for you.

Start AI Consultation View Salary Trends
Platform StatusAll Paths Synced
Last Update2026.05.05
Download PDF Roadmaps
Object Detection (YOLO, DETR, Grounding DINO)
Global Salary
$80k-165k USD globally (Entry: $80k-110k, 2-3 YOE: $110k-165k)
Hiring Now
Tesla Autopilot, Waymo, NVIDIA...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$65k-135k USD globally (Entry: $65k-90k, 2-3 YOE: $90k-135k)
Hiring Now
Google, Spotify, Duolingo...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$70k-145k USD globally (Entry: $70k-95k, 2-3 YOE: $100k-145k)
Hiring Now
Stripe, Twilio, Cloudflare...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$75k-155k USD globally (Entry: $75k-100k, 2-3 YOE: $105k-155k)
Hiring Now
Amazon (AWS), Google Cloud, Microsoft Azure...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$70k-140k USD globally (Entry: $70k-95k, 2-3 YOE: $100k-140k)
Hiring Now
Databricks, Confluent, Snowflake...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$80k-160k USD globally (Entry: $80k-105k, 2-3 YOE: $110k-160k)
Hiring Now
CrowdStrike, Palo Alto Networks, SentinelOne...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$70k-160k USD globally (Entry: $70k-100k, 2-3 YOE: $110k-160k)
Hiring Now
Adobe, Canva, Midjourney...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$60k-$130k USD globally (Entry: $60k-$85k, 2-3 YOE: $90k-$130k)
Hiring Now
Google, Meta, Shopify...
Curriculum5 Phases
Portfolio10 Projects
RAG Architecture & Vector Databases
Global Salary
$90k-200k+ USD globally (Entry: $90k-130k, 2-3 YOE: $140k-200k+)
Hiring Now
OpenAI, Anthropic, Google DeepMind...
Curriculum5 Phases
Portfolio10 Projects
Multilingual NLP (Indic language models)
Global Salary
$80k-160k USD globally (Entry: $80k-110k, 2-3 YOE: $115k-160k)
Hiring Now
OpenAI, Anthropic, Google Research...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$100k-180k USD globally (Entry: $100k-130k, 2-3 YOE: $130k-180k)
Hiring Now
Databricks, MLflow (Databricks), Weights & Biases...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$50,000-$70,000 entry-level, $80,000-$130,000 mid-level, $145,000-$200,000 senior
Hiring Now
Google, Meta, Netflix...
Curriculum5 Phases
Portfolio9 Projects
Global Salary
$85k-$180k USD globally (Entry: $85k-$110k, 2-3 YOE: $120k-$180k)
Hiring Now
Google DeepMind, Meta AI, OpenAI...
Curriculum5 Phases
Portfolio10 Projects
Global Salary
$62k-$300k+ USD globally (Entry Prompt Engineer: $62k-$95k, GenAI Engineer: $120k-$180k, Senior LLM Architect: $200k-$300k+)
Hiring Now
OpenAI, Anthropic, Google DeepMind...
Curriculum5 Phases
Portfolio10 Projects