AI Career Paths

aiarch.dev

AI Engineer Roadmap 2026 - 9-Stage Skills Map (aiarch)

The skills to learn in order to become an AI engineer in 2026 — foundations, prompting, RAG, agents, evals, cost, safety, and deployment, each with concrete outcomes.

dev.to

Production AI Agents: LangGraph + Next.js + n8n Patterns

Every week, I see another tutorial claiming you can build an AI agent in under 10...

tech-insider.org

Build an AI Agent with LangGraph Python - 14-Step Tutorial

Build a production-ready AI agent with LangGraph 1.1 and Python. 14-step tutorial with tools, memory, human-in-the-loop, and deployment patterns.

n8n.io

n8n AI Agent Builder - Automation with Control

Build powerful, production-ready AI agents with n8n. Explore practical agent workflows, customizable templates, and 1000+ integrations to automate anything—from AI chatbots to autonomous crawlers.

artificialintelligenceact.eu

EU Artificial Intelligence Act - Official Text

genai.owasp.org

OWASP Top 10 for LLM Applications - Security Standard

Identifying and tackling the risks of Gen AI systems and applications OWASP GenAI Security Project A global community-driven and expert led initiative to create freely available open source guidance and resources for understanding and mitigating security and safety concerns for Generative AI applications and adoption. Join Now Members k+ Countries + AI Cybersecurity Publications + […]

github.com

AI Product Engineer Roadmap 2026 - Landed (GitHub)

2026 AI Product Engineer roadmap: 7 stages from LLM apps to RAG, agents, evals, and shipping. Annotated resources, tools, portfolio projects. MIT. - landedjobs/ai-product-engineer-roadmap

opencv.org

OpenCV University - CV & Deep Learning Courses

Become a Certified AI Professional with our expertly curated Computer Vision and Deep Learning courses — designed to take you from beginner to mastery in AI.

codefinity.com

Computer Vision Engineer Roadmap - Codefinity (Deep Guide)

Join an online coding platform: courses for all levels, hands-on projects, practical challenges, and a code runner. Receive a certificate upon completion.

scaler.com

Computer Vision Roadmap 2026 - Scaler (Month-by-Month)

Computer Vision Roadmap 2026: a step-by-step beginner path from Python + OpenCV to CNNs, YOLO, segmentation, and deployment—with projects & portfolio tips.

github.com

Data Engineering Zoomcamp - DataTalksClub (Free)

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼 - DataTalksClub/data-engineering-zoomcamp

thepipeandtheline.substack.com

Becoming a Data and AI Engineer - Complete Guide

Around a year of failing & learning with AI production projects, combining vision, strong opinions, tools and demo projects based on real work.

superml.org

Data Scientist Roadmap - SuperML (Free, A/B Testing Focus)

The complete data scientist roadmap for 2026. Step-by-step learning path covering Python, SQL, statistics, EDA, A/B testing, applied ML, and business communication — with free courses at every stage.

codebegun.com

Data Scientist Roadmap 2026 - CodeBegun (Analyst-First Path)

A 2026 data scientist roadmap with an ordered skill sequence, projects to build, a phase-by-phase timeline and a job-readiness checklist for aspiring freshers.

letsdatascience.com

Data Scientist Career Path 2026 - Lets Data Science

Use statistics, machine learning, experimentation, and product judgment to turn messy data into decisions. A source-backed 8-stage global roadmap with regional salary ranges, LDS practice links, and curated external references.

365datascience.com

Ultimate Data Science Roadmap 2026 - 365 Data Science

This data science roadmap provides step-by-step guidance—from skills to portfolio & career prep. Plus, find courses and projects to support you at every stage.

aiengineerinsights.com

Complete AI Engineering Roadmap 2026 - PDF (Career Ladders)

github.com

AI System Design Roadmap 2026 - Crack Any AI Interview (GitHub)

Complete AI System Design Roadmap 2026 — crack any AI interview. Foundations, HLD, LLD, ML System Design, GenAI & Agentic AI. Free notes & resources. - amanailab/AI-System-Design

github.com

Applied AI Engineer Learning Repo - Open Curriculum (GitHub)

Contribute to ai-engineering-curriculum/applied-ai-engineer-learning development by creating an account on GitHub.

blog.protovate.ai

How to Become a Prompt Engineer 2026 - Protovate (Honest Guide)

by Prateek Sharma, AI Engineer From writing your first effective prompt to building real AI systems: a practical roadmap for learning prompt engineering, and an honest look at what the career has actually become. Download a pdf of this white paperProtovate_How_to_Become_a_Prompt_Engineer.pdf3 MBdownload-circle What

metana.io

Prompt Engineering Jobs 2026 - Metana (Title Shift Guide)

The standalone “Prompt Engineer” title has declined 30% since 2023. The underlying skill now appears in 78% of AI-related job postings. The work did not disappear. It got absorbed into AI Engineer, LLM Engineer, and LLMO

skillscouter.com

How to Become an LLM Engineer - SkillScouter (Salary + Skills)

How to become an LLM engineer in 2026: the real skills, salary, interview prep, and a 90-day plan to land the role, even without an ML degree.

jobs.kramate.com

ML Engineer Roadmap with Salary Benchmarks - Kramate

Step-by-step roadmap to become a machine learning engineer in 2026. Includes essential skills, top tools, salary expectations, and project ideas.

course.careers

ML Engineer Roadmap 2026 - CourseCareers (Production Focus)

A practical machine learning engineer roadmap covering the exact skills, tools, and courses that get engineers hired in 2026—not just theory, but production systems too.

letsdatascience.com

ML Engineer Career Path 2026 - Lets Data Science

Build, deploy, optimize, and maintain machine learning systems that serve real users. A source-backed 8-stage global roadmap with regional salary ranges, LDS practice links, and curated external references.

zerotomastery.io

How to Become an ML Engineer and Get Hired - Zero to Mastery

Learn everything you need to know to become a Machine Learning Engineer, as well as how to get hired as one in 2026 with this step-by-step guide!

schoolofcoreai.com

MLOps Roadmap - School of Core AI (10 Stages with Builds)

Build a repeatable process for training, releasing, monitoring and recovering an ML system. Learn data validation, reproducible pipelines, model releases and rollback.

letsdatascience.com

MLOps Engineer Career Path 2026 - Lets Data Science

Keep ML systems alive with CI/CD, model serving, monitoring, feature stores, and production operations. A source-backed 8-stage global roadmap with regional salary ranges, LDS practice links, and curated external references.

mejba.me

Complete AI Engineer Bootcamp 2026 - LLMs and NLP

The complete AI Engineer bootcamp: Python, NLP, deep learning, Transformers, Hugging Face, LLMs, LangChain/LangGraph, RAG, and FastAPI deployment.

coursera.org

Transformers and NLP Fine-Tuning with Hugging Face - Coursera

Offered by Board Infinity . Transformers, Fine-Tuning, and Model Evaluation is designed for learners with deep learning and NLP experience ... Enroll for free.

scaler.com

NLP Roadmap 2026 Step-by-Step - Scaler

NLP Roadmap 2026 with a step-by-step learning path from beginner to advanced, covering Python, NLP, transformers, LLMs, RAG, and deployment.

coursera.org

NLP Learning Roadmap Beginner to Expert - Coursera

Learn NLP step by step, from Python basics to advanced production deployment, with recommended tools, real-world projects, and course suggestions.