Period
to 17 October 2017

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 17 October 2017 with a comparison to the same period in the previous 2 years.

Systems Modeling Language (SysML)
UK
6 months to
17 Oct 2017
Same period 2016 Same period 2015
Rank 1080 1157 1239
Rank change year-on-year +77 +82 +46
Permanent jobs citing SysML 97 84 58
As % of all permanent IT jobs advertised in the UK 0.055% 0.044% 0.027%
As % of the Processes & Methodologies category 0.062% 0.049% 0.030%
Number of salaries quoted 57 38 38
UK median annual salary £55,000 £45,000 £53,500
Median salary % change year-on-year +22.22% -15.89% +1.90%
10th Percentile £37,000 £36,750 £38,250
90th Percentile £85,000 £55,000 £77,875
UK excluding London median annual salary £55,000 £46,250 £53,500
% change year-on-year +18.92% -13.55% +1.90%

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 157359 171111 192913
As % of all permanent IT jobs advertised in the UK 89.96% 89.17% 88.57%
Number of salaries quoted 123907 142468 158541
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +6.25%

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 17 October 2017.

Salary histogram for SysML in the UK

SysML
Top 10 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 17 October 2017. 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 +85 95 £55,000 +22.22% 2
UK excluding London +75 83 £55,000 +18.92% 2
South West +26 42 £51,500 +8.42%
South East +76 18 £60,000 +41.18% 1
Midlands +50 13 £52,500 +17.98% 1
London +13 13 £80,000 +77.78%
West Midlands +39 10 £52,500 +17.98% 1
East of England - 9 £51,250 -
East Midlands - 3 - -
Wales - 1 £58,000 -

For the 6 months to 17 October 2017, IT jobs citing SysML also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for SysML.

1 82 (84.54%) UML
2 44 (45.36%) Degree
3 43 (44.33%) Security Cleared
4 42 (43.30%) Agile Software Development
5 41 (42.27%) MODAF
6 40 (41.24%) C
7 35 (36.08%) TOGAF
8 34 (35.05%) SC Cleared
9 30 (30.93%) Software Engineering
10 28 (28.87%) Requirements Management
11 25 (25.77%) Project Management
12 24 (24.74%) Rational DOORS
12 24 (24.74%) Rational Rhapsody
13 23 (23.71%) C++
14 21 (21.65%) Java
15 18 (18.56%) ITIL
16 16 (16.49%) Mathematics
16 16 (16.49%) Management Information System
17 15 (15.46%) MATLAB
17 15 (15.46%) Linux
18 14 (14.43%) Test Strategy
19 13 (13.40%) DV Cleared
19 13 (13.40%) Test Automation
19 13 (13.40%) Wireless
19 13 (13.40%) Technical Architecture
20 12 (12.37%) Systems Analysis
20 12 (12.37%) Electronics
20 12 (12.37%) Change Management
20 12 (12.37%) Windows
21 11 (11.34%) Finance

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 3 (3.09%) Tomcat
Applications
1 10 (10.31%) Simulink
2 6 (6.19%) Microsoft Office
3 4 (4.12%) MS Visio
4 2 (2.06%) Mathcad
5 1 (1.03%) CATIA
5 1 (1.03%) Microsoft Excel
5 1 (1.03%) Solid Edge
Cloud Services
1 11 (11.34%) Amazon AWS
1 11 (11.34%) Amazon S3
2 1 (1.03%) Cloud Computing
2 1 (1.03%) SaaS
Communications & Networking
1 13 (13.40%) Wireless
2 3 (3.09%) Bluetooth
2 3 (3.09%) Ethernet
2 3 (3.09%) SNMP
2 3 (3.09%) TCP/IP
2 3 (3.09%) Wi-Fi
3 2 (2.06%) DHCP
3 2 (2.06%) DNS
4 1 (1.03%) 802.11
Database & Business Intelligence
1 11 (11.34%) Hadoop
2 8 (8.25%) Blockchain
3 7 (7.22%) NoSQL
4 5 (5.15%) Geospatial Data
5 3 (3.09%) MySQL
Development Applications
1 24 (24.74%) Rational DOORS
1 24 (24.74%) Rational Rhapsody
2 5 (5.15%) Subversion
3 4 (4.12%) Eclipse
4 1 (1.03%) CANoe
4 1 (1.03%) LabVIEW
General
1 12 (12.37%) Electronics
2 11 (11.34%) Finance
3 8 (8.25%) Aerospace
3 8 (8.25%) Banking
4 6 (6.19%) Automotive
4 6 (6.19%) Manufacturing
5 5 (5.15%) Military
6 4 (4.12%) Financial Institution
6 4 (4.12%) Marketing
7 1 (1.03%) Telecoms
Job Titles
1 37 (38.14%) Architect
2 23 (23.71%) Systems Engineer
3 18 (18.56%) Consultant
4 15 (15.46%) Systems Architect
5 14 (14.43%) Software Engineer
6 11 (11.34%) Senior Consultant
7 8 (8.25%) Solutions Architect
8 6 (6.19%) Software Architect
9 5 (5.15%) Analyst
9 5 (5.15%) Design Engineer
9 5 (5.15%) Senior Systems Engineer
9 5 (5.15%) Systems Analyst
9 5 (5.15%) Technical Architect
9 5 (5.15%) UML Analyst
9 5 (5.15%) UML Systems Analyst
10 4 (4.12%) Cloud Architect
10 4 (4.12%) Data Architect
10 4 (4.12%) Digital Architect
10 4 (4.12%) Embedded Engineer
10 4 (4.12%) UML Modeller
Libraries, Frameworks & Software Standards
1 10 (10.31%) XML
2 8 (8.25%) Middleware
3 6 (6.19%) Java EE
4 5 (5.15%) Hibernate
4 5 (5.15%) JPA
5 4 (4.12%) Boost C++ Libraries
5 4 (4.12%) STL
6 3 (3.09%) CSS
6 3 (3.09%) HTML
6 3 (3.09%) jQuery
6 3 (3.09%) XHTML
7 2 (2.06%) JSF
7 2 (2.06%) Web Services
8 1 (1.03%) 802.1X
8 1 (1.03%) Spring
Miscellaneous
1 16 (16.49%) Management Information System
2 9 (9.28%) Analytical Skills
3 8 (8.25%) Enterprise Software
4 7 (7.22%) Algorithms
4 7 (7.22%) Client/Server
5 6 (6.19%) Computer Science
5 6 (6.19%) Fintech
6 3 (3.09%) Embedded Systems
6 3 (3.09%) Field-Programmable Gate Array
Operating Systems
1 15 (15.46%) Linux
2 12 (12.37%) Windows
3 5 (5.15%) Unix
4 1 (1.03%) Android
4 1 (1.03%) Apple iOS
4 1 (1.03%) ThreadX
Processes & Methodologies
1 82 (84.54%) UML
2 42 (43.30%) Agile Software Development
3 41 (42.27%) MODAF
4 35 (36.08%) TOGAF
5 30 (30.93%) Software Engineering
6 28 (28.87%) Requirements Management
7 25 (25.77%) Project Management
8 18 (18.56%) ITIL
9 16 (16.49%) Mathematics
10 14 (14.43%) Test Strategy
11 13 (13.40%) Technical Architecture
11 13 (13.40%) Test Automation
12 12 (12.37%) Change Management
12 12 (12.37%) Systems Analysis
13 11 (11.34%) Scrum
14 10 (10.31%) SDLC
15 9 (9.28%) Data Analysis
15 9 (9.28%) Programme Management
15 9 (9.28%) Validation
16 8 (8.25%) Continuous Integration
Programming Languages
1 40 (41.24%) C
2 23 (23.71%) C++
3 21 (21.65%) Java
4 15 (15.46%) MATLAB
5 10 (10.31%) SQL
6 6 (6.19%) Ada
6 6 (6.19%) C#
7 3 (3.09%) Python
8 1 (1.03%) Embedded C
8 1 (1.03%) Embedded C++
8 1 (1.03%) Fortran
8 1 (1.03%) VB
Qualifications
1 44 (45.36%) Degree
2 43 (44.33%) Security Cleared
3 34 (35.05%) SC Cleared
4 13 (13.40%) DV Cleared
5 4 (4.12%) Chartered Engineer
6 2 (2.06%) BC Cleared
6 2 (2.06%) Computer Science Degree
7 1 (1.03%) Master's Degree
Quality Assurance & Compliance
1 6 (6.19%) DO-178B
1 6 (6.19%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 5 (5.15%) IEC 61508
2 5 (5.15%) IEC 62304
2 5 (5.15%) QA
3 4 (4.12%) ISO/IEC 15288
4 3 (3.09%) MISRA
5 2 (2.06%) Def Stans
5 2 (2.06%) ISO/IEC 12207
5 2 (2.06%) MISRA C
6 1 (1.03%) ARP4754
6 1 (1.03%) ARP4761
6 1 (1.03%) DO-254
System Software
1 9 (9.28%) Firmware
Systems Management
1 1 (1.03%) HP Quality Center
Vendors
1 5 (5.15%) Microsoft
2 3 (3.09%) Green Hills
2 3 (3.09%) QNX
3 2 (2.06%) IBM
4 1 (1.03%) ANSYS
4 1 (1.03%) Citrix
4 1 (1.03%) HP
4 1 (1.03%) MathWorks
4 1 (1.03%) Mentor Graphics
4 1 (1.03%) PTC