Occupation	Skill Level	Skill Name	Job Post Count (2012)	Job Post Count (2023)	Increase
1	A	Agile Methodology	6566	15403	8837
1	A	Scrum (Software Development)	2526	7335	4809
1	A	Information Privacy	1974	6329	4355
1	A	Reliability Availability Maintainability And Safety Software	61	3810	3749
1	A	Automation	2710	5405	2695
1	A	Microsoft Azure	147	2225	2078
1	A	Cyber Security	38	1915	1877
1	A	Artificial Intelligence	90	1860	1770
1	A	DevOps	194	1890	1696
1	A	User Story	103	1744	1641
1	B	Microsoft Office	8787	15558	6771
1	B	Microsoft Excel	13318	19348	6030
1	B	Microsoft Outlook	6046	9205	3159
1	B	Microsoft Teams	93	1962	1869
1	B	Microsoft PowerPoint	7779	9313	1534
1	B	Microsoft Office 365	92	1018	926
1	B	Digital Data	97	915	818
1	B	Microsoft 365	5	815	810
1	B	Google Workspace	29	706	677
1	B	TikTok	0	656	656
1	I	Xero (Accounting Software)	13	2359	2346
1	I	Power BI	0	2064	2064
1	I	Salesforce	1205	2851	1646
1	I	Digital Transformation	101	1472	1371
1	I	Content Creation	614	1710	1096
1	I	Accounting Software	895	1908	1013
1	I	Financial Modeling	2196	3092	896
1	I	Tableau (Business Intelligence Software)	31	850	819
1	I	QuickBooks (Accounting Software)	168	909	741
1	I	Project Management Software	697	1404	707
2	A	Microsoft Azure	1547	42432	40885
2	A	Amazon Web Services	2042	30031	27989
2	A	Python (Programming Language)	18376	40916	22540
2	A	DevOps	1120	19887	18767
2	A	React.js (Javascript Library)	877	19287	18410
2	A	Information Privacy	8812	27207	18395
2	A	Cyber Security	811	15377	14566
2	A	Application Programming Interface (API)	13734	27573	13839
2	A	Microservices	9	13724	13715
2	A	CI/CD	14	13724	13710
2	B	Microsoft Office	29808	41388	11580
2	B	Microsoft Teams	127	11210	11083
2	B	Microsoft Excel	41100	50587	9487
2	B	Microsoft Outlook	12789	21743	8954
2	B	Microsoft 365	10	7452	7442
2	B	Microsoft Office 365	476	7814	7338
2	B	Microsoft PowerPoint	17657	23451	5794
2	B	Social Media	3967	8106	4139
2	B	Computer Literacy	22475	25896	3421
2	B	Digital Data	533	3414	2881
2	I	Power BI	0	17302	17302
2	I	Data Collection	3014	9786	6772
2	I	Digital Transformation	205	6347	6142
2	I	Microsoft Dynamics 365	0	5888	5888
2	I	Payroll Systems	695	6531	5836
2	I	Hospital Information Systems	412	5307	4895
2	I	Tableau (Business Intelligence Software)	332	5070	4738
2	I	Content Creation	1349	5754	4405
2	I	Clinic Management Systems	752	4720	3968
2	I	Atlassian Confluence	390	4335	3945
3	A	Agile Methodology	7193	37451	30258
3	A	Information Privacy	3965	28879	24914
3	A	Automation	6282	22536	16254
3	A	Microsoft Azure	195	14825	14630
3	A	Dashboard	1189	13190	12001
3	A	Python (Programming Language)	2538	14520	11982
3	A	Cyber Security	70	10349	10279
3	A	User Experience (UX)	2596	12753	10157
3	A	Software As A Service (SaaS)	2349	12471	10122
3	A	Autodesk Revit	1366	8955	7589
3	B	Microsoft Excel	31033	92411	61378
3	B	Microsoft Office	29591	80102	50511
3	B	Microsoft PowerPoint	15274	45324	30050
3	B	Microsoft Outlook	14753	44212	29459
3	B	Social Media	7771	33734	25963
3	B	Computer Literacy	22821	40460	17639
3	B	Microsoft Office 365	192	15525	15333
3	B	Microsoft Teams	47	13298	13251
3	B	Microsoft Word	8255	19164	10909
3	B	Data Entry	5085	13977	8892
3	I	Digital Marketing	7628	34329	26701
3	I	Power BI	0	17963	17963
3	I	Content Creation	1445	18594	17149
3	I	Salesforce	1824	17518	15694
3	I	Search Engine Optimization	11802	24789	12987
3	I	Data Management	3408	14600	11192
3	I	Google Analytics	2900	12635	9735
3	I	Analytics	3085	12352	9267
3	I	SAP Applications	13104	21146	8042
3	I	Data Quality	1875	9213	7338
4	A	Information Privacy	2406	19627	17221
4	A	Agile Methodology	1090	6981	5891
4	A	Automation	1193	4944	3751
4	A	Information Systems	1195	4428	3233
4	A	Operations Support Systems	1099	3857	2758
4	A	Numerical Analysis	2202	4641	2439
4	A	Process Driven Development	681	2783	2102
4	A	Dashboard	249	2152	1903
4	A	Database Systems	1100	2715	1615
4	A	Software Systems	406	1905	1499
4	B	Microsoft Excel	37262	108095	70833
4	B	Microsoft Office	24364	85484	61120
4	B	Microsoft Outlook	18893	59605	40712
4	B	Data Entry	20490	44216	23726
4	B	Spreadsheets	8209	25317	17108
4	B	Microsoft PowerPoint	15107	30591	15484
4	B	Computer Literacy	30079	44684	14605
4	B	Microsoft Word	12563	22115	9552
4	B	Microsoft Teams	12	6583	6571
4	B	Social Media	649	5635	4986
4	I	Xero (Accounting Software)	75	18790	18715
4	I	Accounting Software	2461	18692	16231
4	I	SAP Applications	11050	20860	9810
4	I	QuickBooks (Accounting Software)	1079	8740	7661
4	I	Sage 50 (Accounting Software)	1711	9067	7356
4	I	Payroll Systems	2583	9729	7146
4	I	Vlookups	1435	7865	6430
4	I	Data Management	1650	5959	4309
4	I	Accounting Systems	996	4799	3803
4	I	Salesforce	413	4165	3752
5	A	Microsoft Azure	52	17485	17433
5	A	Python (Programming Language)	147	16935	16788
5	A	Automation	1332	16835	15503
5	A	Data Engineering	18	15370	15352
5	A	Amazon Web Services	12	13547	13535
5	A	DevOps	36	13520	13484
5	A	Agile Methodology	531	10917	10386
5	A	SQL (Programming Language)	1634	11586	9952
5	A	CI/CD	0	7929	7929
5	A	Computer Numerical Control (CNC)	3655	11443	7788
5	B	Microsoft Office	1538	10353	8815
5	B	Computer Literacy	3836	12429	8593
5	B	Microsoft Excel	1685	9041	7356
5	B	Microsoft Outlook	1109	6459	5350
5	B	Microsoft Office 365	19	3511	3492
5	B	Operating Systems	905	4388	3483
5	B	Microsoft PowerPoint	663	3434	2771
5	B	Microsoft 365	3	2511	2508
5	B	Microsoft Teams	0	2455	2455
5	B	Smartphone Operation	278	1965	1687
5	I	Help Desk Support	1173	6282	5109
5	I	Azure Data Factory	0	2808	2808
5	I	Power BI	0	2745	2745
5	I	SAP Applications	974	3273	2299
5	I	Information Technology Infrastructure Library	680	2801	2121
5	I	Databricks	0	2039	2039
5	I	Data Quality	73	1925	1852
5	I	Data Management	184	2023	1839
5	I	Microsoft Intune (Mobile Device Management Software)	0	1693	1693
5	I	Design Software	97	1608	1511
6	A	Information Privacy	647	6918	6271
6	A	Encryption	4	3304	3300
6	A	Drag And Drop	2	1705	1703
6	A	Agile Methodology	211	1527	1316
6	A	Numerical Analysis	120	964	844
6	A	Operations Support Systems	52	826	774
6	A	Information Technology	148	917	769
6	A	Information Systems	67	792	725
6	A	Functional Requirement	5	612	607
6	A	Decision Making Software	0	475	475
6	B	Microsoft Outlook	1093	7107	6014
6	B	Microsoft Office	822	5912	5090
6	B	Computer Literacy	3111	8181	5070
6	B	Microsoft Excel	1215	5798	4583
6	B	Google Maps	0	2544	2544
6	B	Microsoft PowerPoint	478	2210	1732
6	B	Microsoft Teams	0	1661	1661
6	B	Data Entry	533	2166	1633
6	B	Typing	431	1779	1348
6	B	Microsoft Word	436	1773	1337
6	I	Learning Platforms	4	1191	1187
6	I	Distance Learning	371	1213	842
6	I	eClinicalWorks (ECW)	0	819	819
6	I	Clinical Systems And Networks	22	825	803
6	I	Data Collection	68	789	721
6	I	Help Desk Support	367	958	591
6	I	Payroll Systems	11	510	499
6	I	Hospital Information Systems	17	513	496
6	I	Data Recording	57	537	480
6	I	Interactive Learning	6	414	408
7	A	Information Privacy	3402	4586	1184
7	A	ServiceNow	126	728	602
7	A	Issue Tracking	81	605	524
7	A	Agile Methodology	2126	2625	499
7	A	Database Software	53	495	442
7	A	Self Service Technologies	275	698	423
7	A	Artificial Intelligence	57	408	351
7	A	Cryptocurrency	0	344	344
7	A	Apache Spark	134	462	328
7	A	Operations Support Systems	675	908	233
7	B	Microsoft Office	9477	15730	6253
7	B	Microsoft Outlook	9024	11849	2825
7	B	Microsoft Excel	13272	15626	2354
7	B	Smartphone Operation	959	3273	2314
7	B	Microsoft Teams	22	1835	1813
7	B	Data Entry	4622	5684	1062
7	B	Microsoft Office 365	37	802	765
7	B	Social Media	2088	2627	539
7	B	Zoom (Video Conferencing Tool)	4	483	479
7	B	Google Workspace	32	492	460
7	I	Call Center Experience	12357	15360	3003
7	I	Virtual Classroom	2	1503	1501
7	I	Help Desk Support	2080	3150	1070
7	I	Customer Relationship Management (CRM) Software	459	1252	793
7	I	Content Creation	258	993	735
7	I	Podcasting	18	528	510
7	I	Data Collection	239	700	461
7	I	Order Management Systems	644	1076	432
7	I	Video Editing Software	3	425	422
7	I	Virtual Training	15	325	310
8	A	Agile Methodology	404	12079	11675
8	A	Full Stack Development	1	10878	10877
8	A	Automation	353	10951	10598
8	A	React.js (Javascript Library)	0	9014	9014
8	A	Amazon Web Services	1	8871	8870
8	A	Microsoft Azure	7	8057	8050
8	A	Python (Programming Language)	34	7647	7613
8	A	DevOps	70	6932	6862
8	A	Application Programming Interface (API)	116	6455	6339
8	A	Development Environment	1003	7086	6083
8	B	Computer Literacy	1547	10321	8774
8	B	Microsoft Office	425	7821	7396
8	B	Microsoft Excel	621	7868	7247
8	B	Microsoft Outlook	567	5759	5192
8	B	Smartphone Operation	72	4355	4283
8	B	Apple IOS	25	2851	2826
8	B	Microsoft PowerPoint	262	2917	2655
8	B	Operating Systems	311	2260	1949
8	B	Microsoft Office 365	2	1738	1736
8	B	Microsoft Word	215	1883	1668
8	I	SAP Applications	567	3472	2905
8	I	Call Center Experience	140	1592	1452
8	I	Data Recording	100	1524	1424
8	I	Help Desk Support	532	1851	1319
8	I	Power BI	0	1314	1314
8	I	Information Technology Infrastructure Library	60	1170	1110
8	I	Material Requirements Planning	122	1201	1079
8	I	Warehouse Management Systems	51	1006	955
8	I	Microsoft Intune (Mobile Device Management Software)	1	842	841
8	I	Atlassian Confluence	3	822	819
9	A	Information Privacy	718	5713	4995
9	A	Cyber Security	15	4634	4619
9	A	Agile Methodology	182	2000	1818
9	A	Development Environment	380	1757	1377
9	A	Microsoft Azure	9	1143	1134
9	A	Automation	246	1275	1029
9	A	Amazon Web Services	2	854	852
9	A	Incident Response	48	881	833
9	A	Operations Support Systems	138	871	733
9	A	Cyber Threat Intelligence	5	725	720
9	B	Computer Literacy	4672	11197	6525
9	B	Microsoft Outlook	2365	6845	4480
9	B	Microsoft Office	2618	5422	2804
9	B	Closed-Circuit Television Systems (CCTV)	818	3398	2580
9	B	Microsoft Teams	2	2083	2081
9	B	Smartphone Operation	157	2091	1934
9	B	Apple IOS	16	1282	1266
9	B	Microsoft Excel	4344	5582	1238
9	B	Operating Systems	143	1082	939
9	B	Mobile Devices	39	548	509
9	I	Warehouse Management Systems	298	2503	2205
9	I	SAP Applications	916	2201	1285
9	I	Help Desk Support	351	1259	908
9	I	Inventory Management System	45	905	860
9	I	Data Recording	144	631	487
9	I	Material Requirements Planning	224	693	469
9	I	CompTIA Certification	0	293	293
9	I	Call Center Experience	243	510	267
9	I	Contextual Advertising	28	249	221
9	I	CompTIA A+	2	217	215