MuchSkills Company Skills Taxonomy.xlsx

	A	B	C	D	E	F	G	H	I	J	K
1	ESSENTIAL HUMAN SKILLS	GLOBAL SKILLS	Dev & Tech Specialisation	DESIGN & PRODUCT SPECIALISATION	CLOUD & INFRASTRUCTURE SPECIALISATION	DATA SPECIALISATION	AI	Sales	Customer Support	HR and Learning Development	METHODOLOGY & FRAMEWORKS
2	Accountability & Ownership	Administration and Management	Algorithms	Accessible Design	AWS Cloud Administrator	Data Analysis	AI Knowledge Management	Account & Key Account Management	Adaptability in Customer Interactions	Accessibility & Accommodation	Agile Methodology
3	Active Learning - Growth Mindset	Analytics	API Design and Development	Card Sorting	Bash Scripting	Data Architecture	AI-based Analytics & Insights	Applying Challenger Sales Techniques	Conflict Resolution and De-escalation	Career Management	Build-measure-learn (BML)
4	Active Listening	Budget Management	Automation Scripting	Competitor Analysis	Cloud networking architecture	Data Cleaning and Preprocessing	AI-based Content Summarization	Closing & Negotiation Skills	Cultural Sensitivity and Inclusivity	Change Management	Crystal
5	Attention to Detail	Business Acumen	Caching Strategies	Concept Development	Conducting maintenance of network	Data Collection	AI-based Quality Assurance & Testing	Competitive & Customer Insight Analysis	Ticket Management and Prioritization	Compensation & Benefits	CyberSecurity
6	Challenging Conventions	Business Analysis	Configuration Management	Contextual Enquiry	Creating design documents	Data Governance	AI-driven Search & Retrieval	Content Creation for Sales	Knowledge Base Utilization and Maintenance	Conflict Management	Design Thinking
7	Conflict Management	Business Development	Continous Delivery (CD)	Create Insight Templates	Disaster Recovery Planning	Data Integration	AI-driven Translation & Localization	Customer Success & Support	Multi-Channel Support Proficiency	Employee Communications	Dynamic Systems Development Method (DSDM)
8	Creativity and Innovation	Change Management	Continous Integration (CI)	Creation of User Profiles & Personas	DNS, DHCP, and IPAM	Data Mining	ChatGPT	Implementing Sales Automation Tools	Root Cause Analysis	Employee Engagement & Experience Management	Extreme Programming (XP)
9	Critical Thinking	Communication	Cross-browser Compatibility	Derive Hypotheses	Fiber Optics and Cabling	Data Modeling	Code Generation with AI (e.g., GitHub Copilot)	Integrated Sales and Marketing Strategies	Customer Feedback Analysis	Employee Health & Wellbeing	Feature Driven Development (FDD)
10	Cultivating Inclusivity	Continuous Improvements	Data Structures	Design Specs	Firmware Management	Data Pipeline Design	Conversational AI Integration	Market & Customer Insight Analysis	Proactive Issue Prevention	Employee Onboarding & Offboarding	GDPR
11	Curious	Coordinate	Database Management	Digital Strategy	Hardware Integration	Data Quality	Ethical & Responsible AI Use	Networking & Relationship Building	Customer Advocacy	Employee Retention	InfoSec (ISO 27001)
12	Design Sense	Creative Ideation	Database Optimization	Ensure CI/CD Requirements	High Availability Design	Data Security	Generative Image Tools (e.g., Midjourney, DALL·E)	Objection/Rejection Handling	Upselling and Cross-Selling	Employer Branding	ISO9001
13	Diligence	Develop Strategies and Objectives	DevOps Management	Ethnography	Implementing security measures	Data Transformation	Model Fine-tuning & Customization	Personalization Strategies	Customer Education and Onboarding	Employment Laws and Regulations	ITIL v4
14	Emotional Intelligence	Employee Onboarding	Distributed systems	Information Visuals	IP Addressing and Subnetting	Data Visualization	Perplexity	Product Knowledge Mastery	Product Knowledge Mastery	Executive HR Advisory	ITSM Framework
15	Empathy	Facilitation of Meetings	Infrastructure as a Code	Manage Research Budgets	Linux system administration	Data Wrangling	Prompt Engineering	Prospecting Techniques		Facilitation & Training Delivery	Kanban
16	Empowerment	Identifiy Operational Issues	Machine Learning	Motion Design	Load Balancing	Machine Learning	Voice & Speech Recognition Tools	Sales Effectiveness & Enablement		HR Analytics & Data Privacy Compliance	Lean
17	Entrepreneurial Spirit	Instructing	Microservices Architecture	Pattern Recognition	Microsoft Security Administrator	Predictive Modeling		Sales Processes Optimization		HR Service Delivery & Consulting	PDCA
18	Feedback	Learning Strategies	Performance Optimization	Product & CX Strategy	Monitoring network logs	Statistical Analysis		Sales Strategy Development		HR Strategy & Workforce Planning	Scaled Agile Framework (SAFe)
19	Focus on Quality	Mathematics	RESTful API Design	Product Backlog	Monitoring network traffic			Social Selling Mastery		Instructional Design	SCRUM
20	Fosters a Sense of Connection and Belonging	Mentoring & Coaching	Software Integration	Product Roadmap	MPLS and WAN Technologies			Strategic Customer Growth		Labor Relations Management	Scrum@Scale
21	High Ethics and Moral Standards	Negotiation	Software Testing	Product Vision	Network Automation			Strategic Partnerships Development		Leadership Development & Succession Management	Six Sigma
22	Improvisation	Operations Analysis	System Architecture Design	Qualitative and Quantitative Research	Network Compliance and Auditing			Value Proposition Development		Learning Strategies	Strategyzer Value Proposition Designer
23	Influence	Organizational Skills	System Automation	Scenarios	Network Configuration and Management					Organizational Development & Culture	Waterfall
24	Inspiring Vision	Persuasion	System Design	Service Design	Network Design and Architecture					Payroll Management
25	Interpersonal Relationships	Presentation Skills	System Integration	Sound Design	Network Documentation and Reporting					Performance Management
26	Judgment and Decision Making	Process Improvement	System Testing and Validation	Stakeholder Interviews	Network Performance Analysis					Recruitment & Talent Acquisition
27	Lateral Thinking	Process Management	Systems Analysis	Styleguides and Component Libraries	Network Redundancy and Failover					Reskilling & Upskilling Strategies
28	Leadership	Project Management	Systems Evaluation	Typography	Network Security (Firewalls, IDS/IPS)					Severance Management
29	Leading change	Prototyping	Technical Writing	UI Design	Network Troubleshooting					Talent Management
30	Nurturing Growth	Recruitment	Testing and Debugging	Unmoderated Remote Testing	Network Virtualization					Training Needs Analysis
31	Open-mindedness and Adaptability	Relationship Building	Troubleshooting	Usability Testing	Performing automation					Workplace Diversity & Inclusion
32	Proactive	Requirement Writing	Web Services (SOAP, REST)	User & Customer Journey Mapping	Quality of Service (QoS)
33	Problem Solving	Requirements Gathering		User Research	Routing Protocols (e.g., OSPF, BGP)
34	Psychological Safety	Research		UX Design	Server Backup Management
35	Respect	Risk Management		UX Writing	Serverless Architectures
36	Self Awareness & Reflection	Stakeholder Management		Validate Hypotheses	Software-Defined Networking (SDN)
37	Service Orientation	Storytelling		Wireframing	Storage Management
38	Social Perceptiveness	Team & People Management			Switching Protocols
39	Strategic Thinking	Time Management			System Backup and Recovery
40	Stress Tolerance and Flexibility	Writing			System Compliance and Auditing
41	Structured	Networking and Relationship Building			System Lifecycle Management
42	Teamwork and Collaboration	Strategic Alliances			System Monitoring and Performance Tuning
43	Understanding the Big Picture				System Security Best Practices
44	User & Customer Centricity				Understand application protocol
45	Virtual Collaboration				Virtual server environment
46	Visionary Thinking				Virtualization Technologies
47	Resilience				VPNs and Tunneling
48	Cultural Intelligence				Wireless Networking
49					Cloud Cost Optimization
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