The table below looks at the prevalence of the term Statistics in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Statistics
Rank 32 76 34
Rank change year-on-year
+44 -42
Permanent jobs citing Statistics 70 20 60
As % of all permanent IT jobs located in South Wales 6.62% 1.74% 5.31%
As % of the Miscellaneous category 17.68% 5.38% 15.15%
Number of salaries quoted 44 9 7
Median salary £40,000 £34,625 £30,500
Median salary % change year-on-year
+15.52% +13.52%
90% offered a salary of more than £32,317 £30,750 £24,300
10% offered a salary of more than £60,000 £56,328 £33,800
UK excluding London median salary £40,000 £39,000 £40,000
% change year-on-year
+2.56% -2.50%
Statistics
Wales

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the South Wales region.

Miscellaneous Category
South Wales
Permanent IT job ads with a match in the
Miscellaneous category
396 372 396
As % of all permanent IT jobs located in South Wales 37.46% 32.43% 35.01%
Number of salaries quoted 340 306 314
Median salary £37,725 £35,000 £35,000
Median salary % change year-on-year
+7.78% -
90% offered a salary of more than £25,000 £25,000 £22,500
10% offered a salary of more than £62,500 £60,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Statistics
Jobs Demand Trend in South Wales

The demand trend of job ads across the South Wales region citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend in South Wales

Statistics
Salary Trend in South Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics across the South Wales region.

Statistics Salary Trend in South Wales

Statistics
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Statistics across the South Wales region over the 3 months to 4 December 2016.

Statistics Salary Histogram in South Wales

Statistics
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the South Wales region over the 3 months to 4 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newport +7 53 £37,725 -17.04%
Cardiff +15 10 £60,000 +293.44% 1
Torfaen - 4 £18,000 -
Bridgend +15 3 £25,000 -
Statistics
Wales

Statistics
Top 30 Related IT Skills in South Wales

For the 6 months to 4 December 2016, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South Wales region with a requirement for Statistics.

1 40 (35.09%) Agile Software Development
2 24 (21.05%) Analytics
3 22 (19.30%) Time Management
3 22 (19.30%) Finance
4 21 (18.42%) Software Engineering
4 21 (18.42%) Degree
4 21 (18.42%) Service Delivery
5 20 (17.54%) Mathematics
6 18 (15.79%) Data Analysis
6 18 (15.79%) Python
6 18 (15.79%) Machine Learning
7 17 (14.91%) SLA
7 17 (14.91%) C++
8 16 (14.04%) ITIL
8 16 (14.04%) Computer Science
8 16 (14.04%) Life Science
8 16 (14.04%) Informatics
9 15 (13.16%) Natural Language Processing
9 15 (13.16%) Java
10 14 (12.28%) Stakeholder Management
10 14 (12.28%) Security Architecture
10 14 (12.28%) Information Assurance
11 13 (11.40%) Health Informatics
11 13 (11.40%) Analytical Skills
11 13 (11.40%) Physics
11 13 (11.40%) Artificial Intelligence
11 13 (11.40%) C#
12 11 (9.65%) MS PowerPoint
12 11 (9.65%) Information Security
12 11 (9.65%) Critical Success Factor

Statistics
Top Related IT Skills in South Wales 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 2 (1.75%) Apache Spark
1 2 (1.75%) IBM Notes
Applications
1 11 (9.65%) MS PowerPoint
2 2 (1.75%) SPSS
Business Applications
1 1 (0.88%) Remedy ITSM
Communications & Networking
1 6 (5.26%) SMS
2 4 (3.51%) Wi-Fi
3 1 (0.88%) ADSL
3 1 (0.88%) BGP
3 1 (0.88%) Cisco ASA
3 1 (0.88%) EIGRP
3 1 (0.88%) Ethernet
3 1 (0.88%) Firewall
3 1 (0.88%) MPLS
3 1 (0.88%) OSPF
3 1 (0.88%) RIP
3 1 (0.88%) SNMP
3 1 (0.88%) SSL
3 1 (0.88%) VPN
3 1 (0.88%) Wireless
3 1 (0.88%) WLAN
Database & Business Intelligence
1 8 (7.02%) Big Data
2 2 (1.75%) Hadoop
2 2 (1.75%) Neo4j
2 2 (1.75%) NoSQL
2 2 (1.75%) PostgreSQL
2 2 (1.75%) SQL Server
3 1 (0.88%) Data Warehouse
3 1 (0.88%) Oracle Database
3 1 (0.88%) Oracle Database 11g
3 1 (0.88%) Oracle Database 12c
Development Applications
1 2 (1.75%) Eclipse
1 2 (1.75%) Visual Studio
2 1 (0.88%) Android Studio
2 1 (0.88%) Xcode
General
1 22 (19.30%) Finance
2 4 (3.51%) Telecoms
3 3 (2.63%) Banking
4 2 (1.75%) Advertising
4 2 (1.75%) Aerospace
4 2 (1.75%) Multimedia
4 2 (1.75%) Publishing
Job Titles
1 21 (18.42%) Software Engineer
2 16 (14.04%) Architect
2 16 (14.04%) Research Engineer
2 16 (14.04%) Service Manager
3 11 (9.65%) Delivery Manager
4 9 (7.89%) Analyst
5 8 (7.02%) IT Architect
5 8 (7.02%) IT Manager
5 8 (7.02%) Security Architect
5 8 (7.02%) Senior Architect
5 8 (7.02%) Senior Security Architect
6 7 (6.14%) Operations Manager
6 7 (6.14%) Services Delivery Manager
7 6 (5.26%) Designer
7 6 (5.26%) DevOps Engineer
7 6 (5.26%) Information Security Advisor
7 6 (5.26%) Security Advisor
7 6 (5.26%) User Researcher
7 6 (5.26%) UX Designer
8 5 (4.39%) Agile Business Analyst
Libraries, Frameworks & Software Standards
1 15 (13.16%) Natural Language Processing
2 6 (5.26%) Flash
3 1 (0.88%) CGI
Miscellaneous
1 20 (17.54%) Mathematics
2 16 (14.04%) Computer Science
2 16 (14.04%) Informatics
2 16 (14.04%) Life Science
3 13 (11.40%) Analytical Skills
3 13 (11.40%) Artificial Intelligence
3 13 (11.40%) Health Informatics
3 13 (11.40%) Physics
4 11 (9.65%) Data Centre
5 9 (7.89%) Blog
6 8 (7.02%) User Experience
7 6 (5.26%) Visualisation
8 5 (4.39%) Management Information System
9 2 (1.75%) Algorithms
9 2 (1.75%) Economics
9 2 (1.75%) Neural Network
9 2 (1.75%) Performance Metrics
10 1 (0.88%) Client/Server
10 1 (0.88%) Streaming Media
Operating Systems
1 4 (3.51%) Unix
2 2 (1.75%) Android
2 2 (1.75%) Apple iOS
2 2 (1.75%) Windows
2 2 (1.75%) Windows 7
3 1 (0.88%) Linux
Processes & Methodologies
1 40 (35.09%) Agile Software Development
2 24 (21.05%) Analytics
3 22 (19.30%) Time Management
4 21 (18.42%) Service Delivery
4 21 (18.42%) Software Engineering
5 18 (15.79%) Data Analysis
5 18 (15.79%) Machine Learning
6 16 (14.04%) ITIL
7 14 (12.28%) Information Assurance
7 14 (12.28%) Security Architecture
7 14 (12.28%) Stakeholder Management
8 11 (9.65%) Contract Management
8 11 (9.65%) Critical Success Factor
8 11 (9.65%) Escalation Management
8 11 (9.65%) Information Security
8 11 (9.65%) Performance Management
9 10 (8.77%) ITSM
9 10 (8.77%) Service Management
10 8 (7.02%) Enterprise Architecture
10 8 (7.02%) SEO
Programming Languages
1 18 (15.79%) Python
2 17 (14.91%) C++
3 15 (13.16%) Java
4 13 (11.40%) C#
5 2 (1.75%) R
5 2 (1.75%) SQL
6 1 (0.88%) Perl
6 1 (0.88%) PHP
Qualifications
1 21 (18.42%) Degree
2 6 (5.26%) ISEB
3 2 (1.75%) ITIL Certification
3 2 (1.75%) Postgraduate
4 1 (0.88%) CCNA
4 1 (0.88%) CCNP
4 1 (0.88%) Cisco Certification
4 1 (0.88%) SC Cleared
4 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 17 (14.91%) SLA
2 2 (1.75%) QA
System Software
1 2 (1.75%) Active Directory
1 2 (1.75%) HDFS
2 1 (0.88%) Oracle RAC
Systems Management
1 1 (0.88%) BladeLogic
1 1 (0.88%) Data Guard
1 1 (0.88%) WhatsUp Gold
Vendors
1 6 (5.26%) Cadence
2 4 (3.51%) Microsoft
2 4 (3.51%) Tableau
3 3 (2.63%) Remedy
4 2 (1.75%) Altiris
4 2 (1.75%) Lotus
5 1 (0.88%) Aruba
5 1 (0.88%) BMC
5 1 (0.88%) CheckPoint
5 1 (0.88%) Cisco
5 1 (0.88%) Citrix
5 1 (0.88%) F5
5 1 (0.88%) Fortinet
5 1 (0.88%) HP
5 1 (0.88%) Intel Security
5 1 (0.88%) Juniper
5 1 (0.88%) Nortel
5 1 (0.88%) Oracle
5 1 (0.88%) Palo Alto
5 1 (0.88%) SolarWinds