Period
to 21 November 2018

The following table provides summary statistics for permanent job vacancies with a requirement for SysML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SysML over the 6 months to 21 November 2018 with a comparison to the same period in the previous 2 years.

Systems Modeling Language (SysML)
UK
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 989 1109 1165
Rank change year-on-year +120 +56 +94
Permanent jobs citing SysML 152 93 88
As % of all permanent IT jobs advertised in the UK 0.093% 0.051% 0.047%
As % of the Processes & Methodologies category 0.10% 0.056% 0.051%
Number of salaries quoted 88 56 38
UK median annual salary £47,500 £55,000 £46,250
Median salary % change year-on-year -13.64% +18.92% -10.63%
10th Percentile £34,275 £38,750 £37,625
90th Percentile £60,950 £85,000 £60,000
UK excluding London median annual salary £47,500 £52,500 £47,500
% change year-on-year -9.52% +10.53% -8.21%

SysML is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 148,602 165,637 171,838
As % of all permanent IT jobs advertised in the UK 91.11% 91.48% 90.96%
Number of salaries quoted 118,085 131,103 142,989
UK median annual salary £50,000 £50,000 £48,500
Median salary % change year-on-year - +3.09% +2.11%
10th Percentile £29,000 £28,250 £27,750
90th Percentile £84,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% -

SysML
Job Vacancy Trend

Job postings citing SysML as a percentage of all IT jobs advertised.

Job vacancy trend for SysML in the UK

SysML
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SysML.

Salary trend for SysML in the UK

SysML
Salary Histogram

The salary distribution of IT jobs citing SysML over the 6 months to 21 November 2018.

Salary histogram for SysML in the UK

SysML
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SysML within the UK over the 6 months to 21 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +112 140 £47,500 -13.64% 23
UK excluding London +127 139 £47,500 -9.52% 24
South West +45 71 £47,500 -7.77% 8
Midlands +49 34 £45,000 -14.29% 2
West Midlands +59 33 £45,000 -14.29% 2
South East +25 19 £36,750 -38.75% 6
London +48 8 £45,000 -43.75% 1
Scotland - 7 £45,000 - 1
East of England +34 6 £47,500 -7.32% 6
North West - 2 - -
North of England - 2 - -
East Midlands 0 1 £40,000 -

For the 6 months to 21 November 2018, IT jobs citing SysML also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for SysML.

1 135 (88.82%) Systems Engineering
2 98 (64.47%) UML
3 77 (50.66%) C
4 76 (50.00%) Degree
4 76 (50.00%) Security Cleared
5 56 (36.84%) MODAF
5 56 (36.84%) TOGAF
6 49 (32.24%) SC Cleared
7 47 (30.92%) Problem-Solving
8 45 (29.61%) Electronics
9 42 (27.63%) DV Cleared
10 39 (25.66%) Model-Based Systems Engineering
11 38 (25.00%) Software Engineering
12 37 (24.34%) Analytical Skills
13 32 (21.05%) Cybersecurity
14 31 (20.39%) Rational DOORS
14 31 (20.39%) Agile Software Development
14 31 (20.39%) Aerospace
15 30 (19.74%) C++
16 28 (18.42%) Rational Rhapsody
17 25 (16.45%) Embedded Systems
18 24 (15.79%) Validation
19 21 (13.82%) Finance
19 21 (13.82%) C#
19 21 (13.82%) Windows
20 19 (12.50%) Java
21 18 (11.84%) Project Management
21 18 (11.84%) Automotive
21 18 (11.84%) Requirements Management
22 17 (11.18%) Data Analysis

SysML
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (7.89%) WebLogic
2 4 (2.63%) SharePoint
Applications
1 17 (11.18%) Simulink
2 7 (4.61%) Microsoft Office
3 6 (3.95%) MS Visio
Cloud Services
1 4 (2.63%) Cloud Computing
2 3 (1.97%) SaaS
Communications & Networking
1 12 (7.89%) HTTP
1 12 (7.89%) HTTPS
1 12 (7.89%) SSL
2 10 (6.58%) DHCP
2 10 (6.58%) DNS
2 10 (6.58%) TCP/IP
3 3 (1.97%) 802.11
3 3 (1.97%) Wireless
4 1 (0.66%) Ethernet
4 1 (0.66%) LAN
4 1 (0.66%) VoIP
Database & Business Intelligence
1 12 (7.89%) Big Data
1 12 (7.89%) Geospatial Data
2 4 (2.63%) Oracle Database
Development Applications
1 31 (20.39%) Rational DOORS
2 28 (18.42%) Rational Rhapsody
3 5 (3.29%) JIRA
4 2 (1.32%) Visual Studio
General
1 45 (29.61%) Electronics
2 31 (20.39%) Aerospace
3 21 (13.82%) Finance
4 18 (11.84%) Automotive
5 13 (8.55%) Games
5 13 (8.55%) Marketing
6 8 (5.26%) Manufacturing
6 8 (5.26%) Military
6 8 (5.26%) Telecoms
7 6 (3.95%) Avionics
Job Titles
1 65 (42.76%) Systems Engineer
2 55 (36.18%) Architect
3 43 (28.29%) Systems Architect
4 21 (13.82%) Senior Systems Engineer
5 13 (8.55%) Requirements Engineer
5 13 (8.55%) Software Engineer
6 12 (7.89%) Consultant
6 12 (7.89%) Solutions Architect
7 9 (5.92%) Cybersecurity Engineer
7 9 (5.92%) Security Engineer
8 8 (5.26%) Principal Engineer
8 8 (5.26%) Principal Systems Engineer
8 8 (5.26%) Systems Test Engineer
8 8 (5.26%) Test Engineer
9 7 (4.61%) C# Software Engineer
9 7 (4.61%) C++ Software Engineer
9 7 (4.61%) IT Engineer
10 6 (3.95%) Design Engineer
10 6 (3.95%) Senior Security Engineer
10 6 (3.95%) Software Consultant
Libraries, Frameworks & Software Standards
1 14 (9.21%) J2EE
2 13 (8.55%) XML
3 12 (7.89%) EJB
3 12 (7.89%) Hibernate
3 12 (7.89%) HTML
3 12 (7.89%) Spring
4 8 (5.26%) Middleware
5 7 (4.61%) JSF
6 3 (1.97%) 802.1X
7 1 (0.66%) .NET
7 1 (0.66%) Unity (Game Engine)
7 1 (0.66%) WinForms
Miscellaneous
1 37 (24.34%) Analytical Skills
2 25 (16.45%) Embedded Systems
3 12 (7.89%) iPhone
4 8 (5.26%) Management Information System
5 6 (3.95%) Field-Programmable Gate Array
6 4 (2.63%) PMI
7 2 (1.32%) RIA
Operating Systems
1 21 (13.82%) Windows
2 12 (7.89%) Android
2 12 (7.89%) Windows Phone
3 6 (3.95%) Unix
3 6 (3.95%) Windows NT
3 6 (3.95%) Windows Server 2003
3 6 (3.95%) Windows Server 2008
4 2 (1.32%) Linux
Processes & Methodologies
1 135 (88.82%) Systems Engineering
2 98 (64.47%) UML
3 56 (36.84%) MODAF
3 56 (36.84%) TOGAF
4 47 (30.92%) Problem-Solving
5 39 (25.66%) Model-Based Systems Engineering
6 38 (25.00%) Software Engineering
7 32 (21.05%) Cybersecurity
8 31 (20.39%) Agile Software Development
9 24 (15.79%) Validation
10 18 (11.84%) Project Management
10 18 (11.84%) Requirements Management
11 17 (11.18%) Data Analysis
11 17 (11.18%) Embedded Software Development
11 17 (11.18%) Mentoring
12 16 (10.53%) Coaching
13 14 (9.21%) Mathematics
13 14 (9.21%) Requirements Analysis
13 14 (9.21%) Test Automation
14 12 (7.89%) Visualisation
Programming Languages
1 77 (50.66%) C
2 30 (19.74%) C++
3 21 (13.82%) C#
4 19 (12.50%) Java
5 17 (11.18%) Python
6 16 (10.53%) MATLAB
7 14 (9.21%) SQL
8 12 (7.89%) JavaScript
8 12 (7.89%) Objective-C
9 9 (5.92%) Ada
Qualifications
1 76 (50.00%) Degree
1 76 (50.00%) Security Cleared
2 49 (32.24%) SC Cleared
3 42 (27.63%) DV Cleared
4 13 (8.55%) Chartered Engineer
5 4 (2.63%) ITIL Foundation Certificate
5 4 (2.63%) PMI Certification
6 3 (1.97%) Six Sigma Green Belt
7 1 (0.66%) HNC
7 1 (0.66%) HND
7 1 (0.66%) PhD
Quality Assurance & Compliance
1 15 (9.87%) ISO 26262
2 13 (8.55%) ISO/IEC 15288
3 11 (7.24%) DO-178B
3 11 (7.24%) MISRA
4 8 (5.26%) QA
5 7 (4.61%) ISO/IEC 12207
5 7 (4.61%) MISRA C
Systems Management
1 4 (2.63%) PTC Integrity
2 3 (1.97%) HP Quality Center
Vendors
1 12 (7.89%) Atlassian
1 12 (7.89%) Cisco
2 11 (7.24%) Microsoft
3 8 (5.26%) SAP
4 6 (3.95%) Oracle
5 4 (2.63%) PTC
6 3 (1.97%) Citrix
6 3 (1.97%) EMC
7 1 (0.66%) HP
7 1 (0.66%) Rockwell
7 1 (0.66%) Siemens