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.gitattributes

@@ -53,3 +53,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+gsearch_jobs.csv filter=lfs diff=lfs merge=lfs -text

gsearch_jobs.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea60c22d0755c4f547528efd26516b2cc0f81d75e8cb0386c913f1a79c203db9
+size 228395236

normalization_dict.json

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+{
+    "GPU": "Graphics Processing Unit",
+    "CPU": "Central Processing Unit",
+    "RDBMS": "Relational Database Management System",
+    "ORM": "Object-Relational Mapping",
+    "SSD": "Solid State Drive",
+    "HDD": "Hard Disk Drive",
+    "IOPS": "Input/Output Operations Per Second",
+    "RAID": "Redundant Array of Independent Disks",
+    "NAS": "Network Attached Storage",
+    "SAN": "Storage Area Network",
+    "NIC": "Network Interface Card",
+    "VLAN": "Virtual Local Area Network",
+    "DNS": "Domain Name System",
+    "DHCP": "Dynamic Host Configuration Protocol",
+    "NAT": "Network Address Translation",
+    "VPN": "Virtual Private Network",
+    "TCP": "Transmission Control Protocol",
+    "UDP": "User Datagram Protocol",
+    "IP": "Internet Protocol",
+    "FTP": "File Transfer Protocol",
+    "SFTP": "SSH File Transfer Protocol",
+    "SMTP": "Simple Mail Transfer Protocol",
+    "POP": "Post Office Protocol",
+    "IMAP": "Internet Message Access Protocol",
+    "HTTP": "Hypertext Transfer Protocol",
+    "HTTPS": "Hypertext Transfer Protocol Secure",
+    "SSL": "Secure Sockets Layer",
+    "TLS": "Transport Layer Security",
+    "SSH": "Secure Shell",
+    "CIDR": "Classless Inter-Domain Routing",
+    "ARP": "Address Resolution Protocol",
+    "RARP": "Reverse Address Resolution Protocol",
+    "MPLS": "Multiprotocol Label Switching",
+    "BGP": "Border Gateway Protocol",
+    "OSPF": "Open Shortest Path First",
+    "VRRP": "Virtual Router Redundancy Protocol",
+    "HSRP": "Hot Standby Router Protocol",
+    "SNMP": "Simple Network Management Protocol",
+    "WPA": "Wi-Fi Protected Access",
+    "WPA2": "Wi-Fi Protected Access 2",
+    "WEP": "Wired Equivalent Privacy",
+    "AP": "Access Point",
+    "SSID": "Service Set Identifier",
+    "IoT": "Internet of Things",
+    "IIoT": "Industrial Internet of Things",
+    "RFID": "Radio-Frequency Identification",
+    "BLE": "Bluetooth Low Energy",
+    "ZigBee": "ZigBee",
+    "Z-Wave": "Z-Wave",
+    "MQTT": "MQ Telemetry Transport",
+    "CoAP": "Constrained Application Protocol",
+    "AMQP": "Advanced Message Queuing Protocol",
+    "DDS": "Data Distribution Service",
+    "REST": "Representational State Transfer",
+    "SOAP": "Simple Object Access Protocol",
+    "JSON": "JavaScript Object Notation",
+    "XML": "eXtensible Markup Language",
+    "CSV": "Comma Separated Values",
+    "YAML": "YAML Ain't Markup Language",
+    "TOML": "Tom's Obvious, Minimal Language",
+    "INI": "Initialization File",
+    "SDK": "Software Development Kit",
+    "IDE": "Integrated Development Environment",
+    "CI": "Continuous Integration",
+    "CD": "Continuous Delivery",
+    "VCS": "Version Control System",
+    "SCM": "Source Code Management",
+    "DVC": "Data Version Control",
+    "NFT": "Non-Fungible Token",
+    "DeFi": "Decentralized Finance",
+    "DAO": "Decentralized Autonomous Organization",
+    "DApp": "Decentralized Application",
+    "IPFS": "InterPlanetary File System",
+    "AI": "Artificial Intelligence",
+    "ML": "Machine Learning",
+    "OOP": "Object Oriented Programming",
+    "API": "Application Programming Interface",
+    "CLI": "Command-Line Interface",
+    "NLP": "Natural Language Processing",
+    "CV": "Computer Vision",
+    "DL": "Deep Learning",
+    "RNN": "Recurrent Neural Network",
+    "CNN": "Convolutional Neural Network",
+    "GAN": "Generative Adversarial Network",
+    "EDA": "Exploratory Data Analysis",
+    "TPU": "Tensor Processing Unit",
+    "SQL": "Structured Query Language",
+    "NoSQL": "Not Only SQL",
+    "BI": "Business Intelligence",
+    "ETL": "Extract, Transform, Load",
+    "SaaS": "Software as a Service",
+    "PaaS": "Platform as a Service",
+    "IaaS": "Infrastructure as a Service",
+    "DBMS": "Database Management System",
+    "MVC": "Model-View-Controller",
+    "MVP": "Minimum Viable Product",
+    "CRUD": "Create, Read, Update, Delete",
+    "DevOps": "Development and Operations",
+    "SDLC": "Software Development Life Cycle",
+    "Agile": "Agile Software Development",
+    "Scrum": "Scrum Framework",
+    "Kanban": "Kanban Methodology",
+    "Git": "Git Version Control",
+    "SVN": "Subversion Version Control",
+    "JIRA": "JIRA Software",
+    "TDD": "Test-Driven Development",
+    "BFS": "Breadth-First Search",
+    "DFS": "Depth-First Search",
+    "SVM": "Support Vector Machines",
+    "PCA": "Principal Component Analysis",
+    "LDA": "Latent Dirichlet Allocation",
+    "UUID": "Universally Unique Identifier",
+    "JWT": "JSON Web Token",
+    "OAuth": "Open Authorization",
+    "SAST": "Static Application Security Testing",
+    "DAST": "Dynamic Application Security Testing",
+    "XSS": "Cross-Site Scripting",
+    "CSRF": "Cross-Site Request Forgery",
+    "CI/CD": "Continuous Integration and Continuous Delivery",
+    "FaaS": "Function as a Service",
+    "BaaS": "Backend as a Service",
+    "MBaaS": "Mobile Backend as a Service",
+    "CaaS": "Container as a Service",
+    "DaaS": "Data as a Service",
+    "K8s": "Kubernetes",
+    "IaC": "Infrastructure as Code",
+    "PWA": "Progressive Web App",
+    "SPA": "Single Page Application",
+    "SSR": "Server-Side Rendering",
+    "CSR": "Client-Side Rendering",
+    "CDN": "Content Delivery Network",
+    "SEO": "Search Engine Optimization",
+    "SEM": "Search Engine Marketing",
+    "SRE": "Site Reliability Engineering",
+    "MLOps": "Machine Learning Operations",
+    "AIOps": "Artificial Intelligence for IT Operations",
+    "DataOps": "Data Operations",
+    "DevSecOps": "Development, Security, and Operations",
+    "GitOps": "Operations by Pull Request",
+    "FinTech": "Financial Technology",
+    "HealthTech": "Health Technology",
+    "EdTech": "Education Technology",
+    "AgriTech": "Agriculture Technology",
+    "RegTech": "Regulatory Technology",
+    "InsurTech": "Insurance Technology",
+    "LegalTech": "Legal Technology",
+    "Quant": "Quantitative Analyst",
+    "Big Data": "Large Scale Data Processing",
+    "DWH": "Data Warehousing",
+    "OLTP": "Online Transaction Processing",
+    "OLAP": "Online Analytical Processing",
+    "ELT": "Extract, Load, Transform",
+    "DA": "Data Analysis/Data Analytics",
+    "DS": "Data Science",
+    "DE": "Data Engineering",
+    "AR": "Augmented Reality",
+    "VR": "Virtual Reality",
+    "MR": "Mixed Reality",
+    "XR": "Extended Reality",
+    "UI": "User Interface",
+    "UX": "User Experience",
+    "CX": "Customer Experience",
+    "GA": "Google Analytics",
+    "CRO": "Conversion Rate Optimization",
+    "KPI": "Key Performance Indicator",
+    "ROI": "Return on Investment",
+    "COGS": "Cost of Goods Sold",
+    "CAC": "Customer Acquisition Cost",
+    "CLV": "Customer Lifetime Value",
+    "MRR": "Monthly Recurring Revenue",
+    "ARR": "Annual Recurring Revenue",
+    "LTV": "Lifetime Value",
+    "A/B Testing": "Split Testing",
+    "ERP": "Enterprise Resource Planning",
+    "CRM": "Customer Relationship Management",
+    "CMS": "Content Management System",
+    "LMS": "Learning Management System",
+    "VLE": "Virtual Learning Environment",
+    "MOOC": "Massive Open Online Course",
+    "Webinar": "Web-Based Seminar",
+    "Fintech": "Financial Technology",
+    "Insurtech": "Insurance Technology",
+    "Healthtech": "Health Technology",
+    "Edtech": "Education Technology",
+    "ICO": "Initial Coin Offering"
+}