{"id":4112,"date":"2025-08-05T22:05:47","date_gmt":"2025-08-05T22:05:47","guid":{"rendered":"https:\/\/uplatz.com\/blog\/?p=4112"},"modified":"2025-08-05T22:05:47","modified_gmt":"2025-08-05T22:05:47","slug":"ai-engineer-roadmap","status":"publish","type":"post","link":"https:\/\/uplatz.com\/blog\/ai-engineer-roadmap\/","title":{"rendered":"AI Engineer Roadmap"},"content":{"rendered":"<div style=\"margin: 30px 0;\">\n<style>\n.wp-ai-roadmap * { margin: 0; padding: 0; box-sizing: border-box; }\n.wp-ai-roadmap { max-width: 100% !important; margin: 20px auto !important; background: rgba(255, 255, 255, 0.95) !important; border-radius: 20px !important; box-shadow: 0 20px 40px rgba(0, 0, 0, 0.1) !important; overflow: hidden !important; font-family: Arial, sans-serif !important; }\n.wp-ai-roadmap .header { background: linear-gradient(135deg, #6366f1 0%, #8b5cf6 50%, #ec4899 100%) !important; color: white !important; padding: 40px 30px !important; text-align: center !important; }\n.wp-ai-roadmap .header h1 { font-size: 2.5rem !important; margin-bottom: 10px !important; color: white !important; font-weight: bold !important; }\n.wp-ai-roadmap .header p { font-size: 1.2rem !important; opacity: 0.9 !important; color: white !important; }\n.wp-ai-roadmap .roadmap-container { padding: 40px 30px !important; background: white !important; }\n.wp-ai-roadmap .phase { margin-bottom: 40px !important; position: relative !important; }\n.wp-ai-roadmap .phase-header { display: flex !important; align-items: center !important; margin-bottom: 20px !important; }\n.wp-ai-roadmap .phase-number { width: 60px !important; height: 60px !important; border-radius: 50% !important; display: flex !important; align-items: center !important; justify-content: center !important; font-size: 1.5rem !important; font-weight: bold !important; color: white !important; margin-right: 20px !important; flex-shrink: 0 !important; }\n.wp-ai-roadmap .phase-title { font-size: 1.8rem !important; font-weight: bold !important; color: #1f2937 !important; }\n.wp-ai-roadmap .phase-duration { background: rgba(99, 102, 241, 0.1) !important; color: #6366f1 !important; padding: 4px 12px !important; border-radius: 20px !important; font-size: 0.9rem !important; font-weight: 500 !important; margin-left: auto !important; }\n.wp-ai-roadmap .skills-grid { display: grid !important; grid-template-columns: repeat(auto-fit, minmax(280px, 1fr)) !important; gap: 20px !important; }\n.wp-ai-roadmap .skill-item { background: white !important; border-radius: 12px !important; padding: 20px !important; box-shadow: 0 4px 15px rgba(0, 0, 0, 0.08) !important; border: 2px solid transparent !important; transition: all 0.3s ease !important; }\n.wp-ai-roadmap .skill-item:hover { transform: translateY(-3px) !important; box-shadow: 0 8px 25px rgba(0, 0, 0, 0.12) !important; border-color: var(--phase-color) !important; }\n.wp-ai-roadmap .skill-icon { width: 40px !important; height: 40px !important; border-radius: 8px !important; display: flex !important; align-items: center !important; justify-content: center !important; font-size: 1.2rem !important; color: white !important; background: var(--phase-color) !important; margin-bottom: 12px !important; }\n.wp-ai-roadmap .skill-name { font-size: 1.1rem !important; font-weight: bold !important; color: #1f2937 !important; margin-bottom: 8px !important; }\n.wp-ai-roadmap .skill-description { color: #6b7280 !important; font-size: 0.9rem !important; line-height: 1.5 !important; margin-bottom: 12px !important; }\n.wp-ai-roadmap .skill-tags { display: flex !important; flex-wrap: wrap !important; gap: 6px !important; }\n.wp-ai-roadmap .tag { background: rgba(var(--phase-color-rgb), 0.1) !important; color: var(--phase-color) !important; padding: 3px 8px !important; border-radius: 12px !important; font-size: 0.75rem !important; font-weight: 500 !important; }\n.wp-ai-roadmap .phase:nth-child(1) { --phase-color: #059669; --phase-color-rgb: 5, 150, 105; }\n.wp-ai-roadmap .phase:nth-child(2) { --phase-color: #0891b2; --phase-color-rgb: 8, 145, 178; }\n.wp-ai-roadmap .phase:nth-child(3) { --phase-color: #7c3aed; --phase-color-rgb: 124, 58, 237; }\n.wp-ai-roadmap .phase:nth-child(4) { --phase-color: #dc2626; --phase-color-rgb: 220, 38, 38; }\n.wp-ai-roadmap .phase:nth-child(5) { --phase-color: #ea580c; --phase-color-rgb: 234, 88, 12; }\n.wp-ai-roadmap .phase:nth-child(6) { --phase-color: #be185d; --phase-color-rgb: 190, 24, 93; }\n.wp-ai-roadmap .connector { width: 4px !important; height: 30px !important; background: #e5e7eb !important; margin: 0 auto !important; position: relative !important; }\n.wp-ai-roadmap .connector::before { content: '' !important; position: absolute !important; top: 50% !important; left: 50% !important; transform: translate(-50%, -50%) !important; width: 12px !important; height: 12px !important; background: #9ca3af !important; border-radius: 50% !important; }\n@media (max-width: 768px) { \n  .wp-ai-roadmap .roadmap-container { padding: 20px !important; }\n  .wp-ai-roadmap .skills-grid { grid-template-columns: 1fr !important; gap: 15px !important; }\n  .wp-ai-roadmap .phase-header { flex-direction: column !important; align-items: flex-start !important; }\n  .wp-ai-roadmap .phase-duration { margin-left: 0 !important; margin-top: 10px !important; }\n  .wp-ai-roadmap .header h1 { font-size: 2rem !important; }\n}\n<\/style>\n<div class=\"wp-ai-roadmap\">\n<div class=\"header\">\n<h1>\ud83e\udd16 AI Engineer Roadmap<\/h1>\n<p>Your complete learning path to becoming an AI Engineer<\/p>\n<\/p><\/div>\n<div class=\"roadmap-container\">\n<div class=\"phase\" style=\"--phase-color: #059669; --phase-color-rgb: 5, 150, 105;\">\n<div class=\"phase-header\">\n<div class=\"phase-number\" style=\"background: #059669;\">1<\/div>\n<div class=\"phase-title\">Foundation &#038; Prerequisites<\/div>\n<div class=\"phase-duration\">2-3 months<\/div>\n<\/p><\/div>\n<div class=\"skills-grid\">\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #059669;\">\ud83d\udc0d<\/div>\n<div class=\"skill-name\">Programming Fundamentals<\/div>\n<div class=\"skill-description\">Master Python programming, data structures, algorithms, and object-oriented programming concepts.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Python<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Data Structures<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">OOP<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #059669;\">\ud83d\udcca<\/div>\n<div class=\"skill-name\">Mathematics &#038; Statistics<\/div>\n<div class=\"skill-description\">Learn linear algebra, calculus, probability, and statistics essential for understanding ML algorithms.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Linear Algebra<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Statistics<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Probability<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #059669;\">\ud83d\udd27<\/div>\n<div class=\"skill-name\">Development Tools<\/div>\n<div class=\"skill-description\">Get familiar with Jupyter Notebooks, Git, virtual environments, and package management.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Jupyter<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">Git<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(5, 150, 105, 0.1); color: #059669;\">pip\/conda<\/span>\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"connector\"><\/div>\n<div class=\"phase\" style=\"--phase-color: #0891b2; --phase-color-rgb: 8, 145, 178;\">\n<div class=\"phase-header\">\n<div class=\"phase-number\" style=\"background: #0891b2;\">2<\/div>\n<div class=\"phase-title\">Data Science &#038; Analysis<\/div>\n<div class=\"phase-duration\">3-4 months<\/div>\n<\/p><\/div>\n<div class=\"skills-grid\">\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #0891b2;\">\ud83d\udcc8<\/div>\n<div class=\"skill-name\">Data Manipulation<\/div>\n<div class=\"skill-description\">Master pandas, NumPy for data cleaning, preprocessing, and exploratory data analysis.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">Pandas<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">NumPy<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">Data Cleaning<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #0891b2;\">\ud83d\udcca<\/div>\n<div class=\"skill-name\">Data Visualization<\/div>\n<div class=\"skill-description\">Learn to create meaningful visualizations using Matplotlib, Seaborn, and Plotly.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">Matplotlib<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">Seaborn<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">Plotly<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #0891b2;\">\ud83d\uddc4\ufe0f<\/div>\n<div class=\"skill-name\">Database &#038; SQL<\/div>\n<div class=\"skill-description\">Understand relational databases, SQL queries, and data storage for AI applications.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">SQL<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">PostgreSQL<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(8, 145, 178, 0.1); color: #0891b2;\">Data Modeling<\/span>\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"connector\"><\/div>\n<div class=\"phase\" style=\"--phase-color: #7c3aed; --phase-color-rgb: 124, 58, 237;\">\n<div class=\"phase-header\">\n<div class=\"phase-number\" style=\"background: #7c3aed;\">3<\/div>\n<div class=\"phase-title\">Machine Learning Fundamentals<\/div>\n<div class=\"phase-duration\">4-5 months<\/div>\n<\/p><\/div>\n<div class=\"skills-grid\">\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #7c3aed;\">\ud83e\udd16<\/div>\n<div class=\"skill-name\">ML Algorithms<\/div>\n<div class=\"skill-description\">Learn supervised, unsupervised learning algorithms and their practical applications.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Scikit-learn<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Regression<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Classification<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #7c3aed;\">\ud83c\udfaf<\/div>\n<div class=\"skill-name\">Model Evaluation<\/div>\n<div class=\"skill-description\">Understand cross-validation, metrics, hyperparameter tuning, and model selection.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Cross-validation<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Metrics<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Grid Search<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #7c3aed;\">\ud83d\udd0d<\/div>\n<div class=\"skill-name\">Feature Engineering<\/div>\n<div class=\"skill-description\">Master feature selection, extraction, and transformation techniques for better model performance.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Feature Selection<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Scaling<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(124, 58, 237, 0.1); color: #7c3aed;\">Encoding<\/span>\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"connector\"><\/div>\n<div class=\"phase\" style=\"--phase-color: #dc2626; --phase-color-rgb: 220, 38, 38;\">\n<div class=\"phase-header\">\n<div class=\"phase-number\" style=\"background: #dc2626;\">4<\/div>\n<div class=\"phase-title\">Deep Learning &#038; Neural Networks<\/div>\n<div class=\"phase-duration\">4-6 months<\/div>\n<\/p><\/div>\n<div class=\"skills-grid\">\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #dc2626;\">\ud83e\udde0<\/div>\n<div class=\"skill-name\">Neural Networks<\/div>\n<div class=\"skill-description\">Understand neural network architectures, backpropagation, and deep learning fundamentals.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">TensorFlow<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">PyTorch<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">Keras<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #dc2626;\">\ud83d\udc41\ufe0f<\/div>\n<div class=\"skill-name\">Computer Vision<\/div>\n<div class=\"skill-description\">Learn CNNs, image processing, object detection, and computer vision applications.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">CNN<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">OpenCV<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">Object Detection<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #dc2626;\">\ud83d\udcac<\/div>\n<div class=\"skill-name\">Natural Language Processing<\/div>\n<div class=\"skill-description\">Explore text processing, RNNs, transformers, and language model applications.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">NLTK<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">Transformers<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(220, 38, 38, 0.1); color: #dc2626;\">BERT<\/span>\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"connector\"><\/div>\n<div class=\"phase\" style=\"--phase-color: #ea580c; --phase-color-rgb: 234, 88, 12;\">\n<div class=\"phase-header\">\n<div class=\"phase-number\" style=\"background: #ea580c;\">5<\/div>\n<div class=\"phase-title\">MLOps &#038; Production<\/div>\n<div class=\"phase-duration\">3-4 months<\/div>\n<\/p><\/div>\n<div class=\"skills-grid\">\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #ea580c;\">\ud83d\ude80<\/div>\n<div class=\"skill-name\">Model Deployment<\/div>\n<div class=\"skill-description\">Learn to deploy ML models using Docker, cloud platforms, and API frameworks.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">Docker<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">FastAPI<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">AWS\/GCP<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #ea580c;\">\ud83d\udd04<\/div>\n<div class=\"skill-name\">ML Pipelines<\/div>\n<div class=\"skill-description\">Build automated ML pipelines, model versioning, and continuous integration workflows.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">MLflow<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">Kubeflow<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">CI\/CD<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #ea580c;\">\ud83d\udcca<\/div>\n<div class=\"skill-name\">Monitoring &#038; Maintenance<\/div>\n<div class=\"skill-description\">Implement model monitoring, performance tracking, and maintenance strategies.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">Model Monitoring<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">Data Drift<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(234, 88, 12, 0.1); color: #ea580c;\">A\/B Testing<\/span>\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"connector\"><\/div>\n<div class=\"phase\" style=\"--phase-color: #be185d; --phase-color-rgb: 190, 24, 93;\">\n<div class=\"phase-header\">\n<div class=\"phase-number\" style=\"background: #be185d;\">6<\/div>\n<div class=\"phase-title\">Advanced AI &#038; Specialization<\/div>\n<div class=\"phase-duration\">Ongoing<\/div>\n<\/p><\/div>\n<div class=\"skills-grid\">\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #be185d;\">\ud83e\udd16<\/div>\n<div class=\"skill-name\">Large Language Models<\/div>\n<div class=\"skill-description\">Work with GPT, fine-tuning, prompt engineering, and LLM applications.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">GPT<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">Fine-tuning<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">RAG<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #be185d;\">\ud83c\udfae<\/div>\n<div class=\"skill-name\">Reinforcement Learning<\/div>\n<div class=\"skill-description\">Explore RL algorithms, agent-based systems, and game AI applications.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">Q-Learning<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">Policy Gradients<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">OpenAI Gym<\/span>\n                    <\/div>\n<\/p><\/div>\n<div class=\"skill-item\">\n<div class=\"skill-icon\" style=\"background: #be185d;\">\ud83d\udd2c<\/div>\n<div class=\"skill-name\">Research &#038; Innovation<\/div>\n<div class=\"skill-description\">Stay updated with latest research, contribute to open source, and build innovative solutions.<\/div>\n<div class=\"skill-tags\">\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">Research Papers<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">Open Source<\/span><br \/>\n                        <span class=\"tag\" style=\"background: rgba(190, 24, 93, 0.1); color: #be185d;\">Innovation<\/span>\n                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\ud83e\udd16 AI Engineer Roadmap Your complete learning path to becoming an AI Engineer 1 Foundation &#038; Prerequisites 2-3 months \ud83d\udc0d Programming Fundamentals Master Python programming, data structures, algorithms, and object-oriented <span class=\"readmore\"><a href=\"https:\/\/uplatz.com\/blog\/ai-engineer-roadmap\/\">Read More &#8230;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2388,2389],"tags":[],"class_list":["post-4112","post","type-post","status-publish","format-standard","hentry","category-ai-engineer","category-career-roadmap"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Engineer Roadmap | Uplatz Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/uplatz.com\/blog\/ai-engineer-roadmap\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Engineer Roadmap | Uplatz Blog\" \/>\n<meta property=\"og:description\" content=\"\ud83e\udd16 AI Engineer Roadmap Your complete learning path to becoming an AI Engineer 1 Foundation &#038; 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