The table below looks at the prevalence of the term Statistics in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Statistics
Rank 40 82 39
Rank change year-on-year
+42 -43
Permanent jobs citing Statistics 71 20 61
As % of all permanent IT jobs located in Wales 5.55% 1.57% 4.71%
As % of the Miscellaneous category 14.88% 5.00% 12.84%
Number of salaries quoted 45 9 8
Median salary £40,000 £34,625 £30,250
Median salary % change year-on-year
+15.52% +14.46%
90% offered a salary of more than £33,090 £30,750 £21,600
10% offered a salary of more than £60,000 £56,328 £33,600
UK excluding London median salary £38,000 £39,000 £40,000
% change year-on-year
-2.56% -2.50%
Statistics
UK

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

Miscellaneous Category
Wales
Permanent IT job ads with a match in the
Miscellaneous category
477 400 475
As % of all permanent IT jobs located in Wales 37.29% 31.42% 36.68%
Number of salaries quoted 397 322 363
Median salary £37,725 £35,000 £35,000
Median salary % change year-on-year
+7.78% -
90% offered a salary of more than £24,000 £25,000 £22,500
10% offered a salary of more than £60,000 £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 Wales

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

Statistics Jobs Demand Trend in Wales

Statistics
Salary Trend in Wales

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

Statistics Salary Trend in Wales

Statistics
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Statistics across the Wales region over the 3 months to 5 December 2016.

Statistics Salary Histogram in Wales

Statistics
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Wales region over the 3 months to 5 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
South Wales +43 70 £40,000 +15.52% 1
North Wales - 1 £42,500 -
Statistics
UK

Statistics
Top 30 Related IT Skills in Wales

For the 6 months to 5 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 Wales region with a requirement for Statistics.

1 43 (34.40%) Agile Software Development
2 26 (20.80%) Service Delivery
3 24 (19.20%) Degree
3 24 (19.20%) Analytics
4 22 (17.60%) Time Management
4 22 (17.60%) Finance
5 21 (16.80%) Software Engineering
5 21 (16.80%) SLA
6 20 (16.00%) ITIL
6 20 (16.00%) Mathematics
7 18 (14.40%) Machine Learning
7 18 (14.40%) Python
7 18 (14.40%) Data Analysis
7 18 (14.40%) Stakeholder Management
8 17 (13.60%) C++
9 16 (12.80%) Informatics
9 16 (12.80%) Computer Science
9 16 (12.80%) Life Science
10 15 (12.00%) Natural Language Processing
10 15 (12.00%) Java
10 15 (12.00%) Service Management
11 14 (11.20%) Information Security
11 14 (11.20%) Security Architecture
11 14 (11.20%) Information Assurance
11 14 (11.20%) Data Centre
12 13 (10.40%) Analytical Skills
12 13 (10.40%) Physics
12 13 (10.40%) Health Informatics
12 13 (10.40%) Artificial Intelligence
12 13 (10.40%) ITSM

Statistics
Top Related IT Skills in 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 (1.60%) Apache Spark
1 2 (1.60%) IBM Notes
Applications
1 11 (8.80%) MS PowerPoint
2 2 (1.60%) SPSS
Business Applications
1 1 (0.80%) Remedy ITSM
Communications & Networking
1 8 (6.40%) Wi-Fi
2 6 (4.80%) SMS
3 3 (2.40%) LAN
3 3 (2.40%) Structured Cabling
3 3 (2.40%) WAN
4 1 (0.80%) ADSL
4 1 (0.80%) BGP
4 1 (0.80%) Cisco ASA
4 1 (0.80%) EIGRP
4 1 (0.80%) Ethernet
4 1 (0.80%) Firewall
4 1 (0.80%) MPLS
4 1 (0.80%) OSPF
4 1 (0.80%) RIP
4 1 (0.80%) SNMP
4 1 (0.80%) SSL
4 1 (0.80%) VPN
4 1 (0.80%) Wireless
4 1 (0.80%) WLAN
Database & Business Intelligence
1 8 (6.40%) Big Data
2 2 (1.60%) Hadoop
2 2 (1.60%) Neo4j
2 2 (1.60%) NoSQL
2 2 (1.60%) PostgreSQL
2 2 (1.60%) SQL Server
3 1 (0.80%) Data Warehouse
3 1 (0.80%) Oracle Database
3 1 (0.80%) Oracle Database 11g
3 1 (0.80%) Oracle Database 12c
Development Applications
1 2 (1.60%) Eclipse
1 2 (1.60%) Visual Studio
2 1 (0.80%) Android Studio
2 1 (0.80%) Xcode
General
1 22 (17.60%) Finance
2 7 (5.60%) Telecoms
3 3 (2.40%) Banking
4 2 (1.60%) Advertising
4 2 (1.60%) Aerospace
4 2 (1.60%) Multimedia
4 2 (1.60%) Publishing
Job Titles
1 21 (16.80%) Software Engineer
2 17 (13.60%) Service Manager
3 16 (12.80%) Architect
3 16 (12.80%) Research Engineer
4 14 (11.20%) Delivery Manager
5 9 (7.20%) Analyst
6 8 (6.40%) IT Architect
6 8 (6.40%) IT Manager
6 8 (6.40%) Operations Manager
6 8 (6.40%) Security Architect
6 8 (6.40%) Senior Architect
6 8 (6.40%) Senior Security Architect
7 7 (5.60%) Services Delivery Manager
8 6 (4.80%) Designer
8 6 (4.80%) DevOps Engineer
8 6 (4.80%) Security Advisor
8 6 (4.80%) Service Support Manager
8 6 (4.80%) Support Manager
8 6 (4.80%) User Researcher
8 6 (4.80%) UX Designer
Libraries, Frameworks & Software Standards
1 15 (12.00%) Natural Language Processing
2 6 (4.80%) Flash
3 1 (0.80%) CGI
Miscellaneous
1 20 (16.00%) Mathematics
2 16 (12.80%) Computer Science
2 16 (12.80%) Informatics
2 16 (12.80%) Life Science
3 14 (11.20%) Data Centre
4 13 (10.40%) Analytical Skills
4 13 (10.40%) Artificial Intelligence
4 13 (10.40%) Health Informatics
4 13 (10.40%) Physics
5 12 (9.60%) Blog
6 11 (8.80%) User Experience
7 8 (6.40%) Management Information System
8 6 (4.80%) Visualisation
9 3 (2.40%) Enterprise Software
10 2 (1.60%) Algorithms
10 2 (1.60%) Economics
10 2 (1.60%) Neural Network
10 2 (1.60%) Performance Metrics
11 1 (0.80%) Client/Server
11 1 (0.80%) Streaming Media
Operating Systems
1 5 (4.00%) Unix
2 2 (1.60%) Android
2 2 (1.60%) Apple iOS
2 2 (1.60%) Windows
2 2 (1.60%) Windows 7
3 1 (0.80%) Linux
Processes & Methodologies
1 43 (34.40%) Agile Software Development
2 26 (20.80%) Service Delivery
3 24 (19.20%) Analytics
4 22 (17.60%) Time Management
5 21 (16.80%) Software Engineering
6 20 (16.00%) ITIL
7 18 (14.40%) Data Analysis
7 18 (14.40%) Machine Learning
7 18 (14.40%) Stakeholder Management
8 15 (12.00%) Service Management
9 14 (11.20%) Information Assurance
9 14 (11.20%) Information Security
9 14 (11.20%) Security Architecture
10 13 (10.40%) ITSM
11 12 (9.60%) Continuous Improvement
12 11 (8.80%) Contract Management
12 11 (8.80%) Critical Success Factor
12 11 (8.80%) Escalation Management
12 11 (8.80%) Performance Management
13 9 (7.20%) Mentoring
Programming Languages
1 18 (14.40%) Python
2 17 (13.60%) C++
3 15 (12.00%) Java
4 13 (10.40%) C#
5 2 (1.60%) R
5 2 (1.60%) SQL
6 1 (0.80%) Perl
6 1 (0.80%) PHP
Qualifications
1 24 (19.20%) Degree
2 6 (4.80%) ISEB
3 2 (1.60%) ITIL Certification
3 2 (1.60%) Postgraduate
4 1 (0.80%) CCNA
4 1 (0.80%) CCNP
4 1 (0.80%) Cisco Certification
4 1 (0.80%) SC Cleared
4 1 (0.80%) Security Cleared
Quality Assurance & Compliance
1 21 (16.80%) SLA
2 3 (2.40%) BS7799
3 2 (1.60%) QA
System Software
1 2 (1.60%) Active Directory
1 2 (1.60%) HDFS
2 1 (0.80%) Oracle RAC
Systems Management
1 3 (2.40%) Cisco Prime
2 1 (0.80%) BladeLogic
2 1 (0.80%) Data Guard
2 1 (0.80%) WhatsUp Gold
Vendors
1 6 (4.80%) Cadence
2 5 (4.00%) Microsoft
3 4 (3.20%) Cisco
3 4 (3.20%) SolarWinds
3 4 (3.20%) Tableau
4 3 (2.40%) Remedy
5 2 (1.60%) Altiris
5 2 (1.60%) Lotus
6 1 (0.80%) Aruba
6 1 (0.80%) BMC
6 1 (0.80%) CheckPoint
6 1 (0.80%) Citrix
6 1 (0.80%) F5
6 1 (0.80%) Fortinet
6 1 (0.80%) HP
6 1 (0.80%) Intel Security
6 1 (0.80%) Juniper
6 1 (0.80%) Nortel
6 1 (0.80%) Oracle
6 1 (0.80%) VMware