The table below looks at the prevalence of the term Statistics in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Statistics
Rank 206 218 203
Rank change year-on-year
+12 -15
Permanent jobs citing Statistics 41 44 65
As % of all permanent IT jobs located in the North West 0.67% 0.66% 0.88%
As % of the Miscellaneous category 1.70% 1.80% 2.50%
Number of salaries quoted 31 37 49
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £26,000 £30,900 £21,300
10% offered a salary of more than £52,500 £47,500 £53,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%
Statistics
England

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

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2408 2443 2602
As % of all permanent IT jobs located in the North West 39.42% 36.42% 35.03%
Number of salaries quoted 2028 1952 1982
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £25,000 £24,000 £25,000
10% offered a salary of more than £57,500 £57,500 £58,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend in the North West

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

Statistics Jobs Demand Trend in the North West

Statistics
Salary Trend in the North West

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

Statistics Salary Trend in the North West

Statistics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Statistics across the North West region over the 3 months to 26 August 2016.

Statistics Salary Histogram in the North West

Statistics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the North West region over the 3 months to 26 August 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
Manchester -4 25 £40,000 -11.11% 5
Cheshire +36 10 £26,000 -45.26% 1
Merseyside -10 5 £47,500 -13.63%
Statistics
England

Statistics
Top 30 Related IT Skills in the North West

For the 6 months to 26 August 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 North West region with a requirement for Statistics.

1 32 (41.03%) Analytics
2 25 (32.05%) Data Analysis
3 24 (30.77%) R
4 23 (29.49%) Machine Learning
5 22 (28.21%) Python
5 22 (28.21%) PhD
5 22 (28.21%) Service Design
6 21 (26.92%) Finance
7 20 (25.64%) Analytical Skills
7 20 (25.64%) Statistical Analysis
8 19 (24.36%) Degree
8 19 (24.36%) SQL
8 19 (24.36%) MATLAB
9 18 (23.08%) ITIL
9 18 (23.08%) Big Data
10 17 (21.79%) Algorithms
10 17 (21.79%) SLA
11 16 (20.51%) Data Mining
11 16 (20.51%) C++
12 15 (19.23%) Service Delivery
13 14 (17.95%) Stochastic Modelling
13 14 (17.95%) CUDA
14 13 (16.67%) Mathematics
14 13 (16.67%) SQL Server
15 11 (14.10%) SAP
15 11 (14.10%) SPSS
15 11 (14.10%) Telecoms
15 11 (14.10%) Marketing
16 10 (12.82%) Computer Science
16 10 (12.82%) SAS

Statistics
Top Related IT Skills in the North West 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 10 (12.82%) SAS
2 5 (6.41%) Oracle Service Bus
3 2 (2.56%) Apache Spark
3 2 (2.56%) MS Exchange
4 1 (1.28%) CMS
4 1 (1.28%) Exchange Server 2010
Applications
1 11 (14.10%) SPSS
2 8 (10.26%) MS PowerPoint
3 7 (8.97%) Stata
4 6 (7.69%) MS Excel
5 4 (5.13%) MS Office
6 1 (1.28%) Adobe Creative Suite
6 1 (1.28%) S-PLUS
6 1 (1.28%) Spreadsheet
Business Applications
1 5 (6.41%) SAP Oil and Gas
2 1 (1.28%) SAP CRM
Cloud Services
1 2 (2.56%) Amazon AWS
2 1 (1.28%) Microsoft Azure
2 1 (1.28%) Office 365
Communications & Networking
1 8 (10.26%) SMS
2 2 (2.56%) DHCP
2 2 (2.56%) DNS
2 2 (2.56%) Firewall
2 2 (2.56%) TCP/IP
2 2 (2.56%) Wireless
3 1 (1.28%) Cisco ASA
3 1 (1.28%) Cisco Nexus
3 1 (1.28%) FWSM
3 1 (1.28%) IP Telephony
3 1 (1.28%) Network Security
3 1 (1.28%) SAN
Database & Business Intelligence
1 18 (23.08%) Big Data
2 16 (20.51%) Data Mining
3 13 (16.67%) SQL Server
4 7 (8.97%) MySQL
5 5 (6.41%) Informix
5 5 (6.41%) Oracle Database
5 5 (6.41%) Oracle Database 11g
5 5 (6.41%) Oracle Database 12c
5 5 (6.41%) Oracle ODI
5 5 (6.41%) Oracle Reports
6 3 (3.85%) SQL Server 2012
7 2 (2.56%) Base SAS
7 2 (2.56%) Crystal Reports
7 2 (2.56%) Data Warehouse
7 2 (2.56%) NoSQL
7 2 (2.56%) Relational Database
8 1 (1.28%) Hadoop
8 1 (1.28%) RDBMS
8 1 (1.28%) SQL Server 2008
8 1 (1.28%) SQL Server Reporting Services
Development Applications
1 1 (1.28%) Toad
General
1 21 (26.92%) Finance
2 11 (14.10%) Marketing
2 11 (14.10%) Telecoms
3 9 (11.54%) Retail
4 5 (6.41%) Electronics
4 5 (6.41%) Manufacturing
5 4 (5.13%) Publishing
6 3 (3.85%) Banking
7 2 (2.56%) International Banking
8 1 (1.28%) Cantonese Language
8 1 (1.28%) Mandarin Language
8 1 (1.28%) Music Industry
8 1 (1.28%) Pharmaceutical
Job Titles
1 16 (20.51%) Service Manager
2 14 (17.95%) Machine Learning Engineer
2 14 (17.95%) MATLAB Engineer
3 11 (14.10%) Analyst
4 8 (10.26%) Data Scientist
4 8 (10.26%) Delivery Manager
4 8 (10.26%) IT Manager
4 8 (10.26%) Services Delivery Manager
5 7 (8.97%) Administrator
6 6 (7.69%) DBA
6 6 (7.69%) SQL DBA
7 5 (6.41%) IT Services Manager
7 5 (6.41%) Statistician
8 4 (5.13%) Oracle DBA
9 3 (3.85%) Change Manager
9 3 (3.85%) Data Manager
9 3 (3.85%) Insight Manager
9 3 (3.85%) IT Support
9 3 (3.85%) IT Support Manager
9 3 (3.85%) Support Manager
Libraries, Frameworks & Software Standards
1 8 (10.26%) Flash
2 5 (6.41%) Middleware
2 5 (6.41%) Oracle Fusion
3 2 (2.56%) Web Services
4 1 (1.28%) Natural Language Processing
4 1 (1.28%) REST
4 1 (1.28%) Unity (Game Engine)
Miscellaneous
1 20 (25.64%) Analytical Skills
2 17 (21.79%) Algorithms
3 14 (17.95%) CUDA
4 13 (16.67%) Mathematics
5 10 (12.82%) Computer Science
6 9 (11.54%) Data Centre
7 7 (8.97%) Economics
8 3 (3.85%) Neural Network
9 2 (2.56%) Credit Risk
9 2 (2.56%) iPad
9 2 (2.56%) Management Information System
9 2 (2.56%) Physics
9 2 (2.56%) Social Media
10 1 (1.28%) 3D Graphics
10 1 (1.28%) Augmented Reality
10 1 (1.28%) Data Conversion
10 1 (1.28%) Digital Media
10 1 (1.28%) Embedded Systems
10 1 (1.28%) Hybrid Cloud
10 1 (1.28%) Performance Metrics
Operating Systems
1 8 (10.26%) Windows
2 6 (7.69%) Unix
3 2 (2.56%) CentOS
3 2 (2.56%) Linux
3 2 (2.56%) Red Hat Enterprise Linux
3 2 (2.56%) Windows Server
4 1 (1.28%) Windows 7
Processes & Methodologies
1 32 (41.03%) Analytics
2 25 (32.05%) Data Analysis
3 23 (29.49%) Machine Learning
4 22 (28.21%) Service Design
5 20 (25.64%) Statistical Analysis
6 18 (23.08%) ITIL
7 15 (19.23%) Service Delivery
8 14 (17.95%) Stochastic Modelling
9 9 (11.54%) Mentoring
9 9 (11.54%) Stakeholder Management
10 8 (10.26%) Business Development
10 8 (10.26%) Change Management
10 8 (10.26%) Critical Success Factor
10 8 (10.26%) Data Modelling
10 8 (10.26%) Escalation Management
10 8 (10.26%) Financial Modelling
10 8 (10.26%) ITSM
10 8 (10.26%) Performance Management
10 8 (10.26%) Stakeholder Engagement
11 7 (8.97%) Business Intelligence
Programming Languages
1 24 (30.77%) R
2 22 (28.21%) Python
3 19 (24.36%) MATLAB
3 19 (24.36%) SQL
4 16 (20.51%) C++
5 5 (6.41%) PowerShell
6 4 (5.13%) VBA
7 3 (3.85%) Java
8 2 (2.56%) Scala
8 2 (2.56%) Shell Script
8 2 (2.56%) T-SQL
9 1 (1.28%) C
9 1 (1.28%) Perl
Qualifications
1 22 (28.21%) PhD
2 19 (24.36%) Degree
3 8 (10.26%) ISEB
4 1 (1.28%) CCNP
4 1 (1.28%) CFA
4 1 (1.28%) Cisco Certification
4 1 (1.28%) HND
4 1 (1.28%) ITIL Certification
4 1 (1.28%) Postgraduate
Quality Assurance & Compliance
1 17 (21.79%) SLA
2 5 (6.41%) Data Quality
3 4 (5.13%) QA
4 1 (1.28%) ISO/IEC 27001
System Software
1 3 (3.85%) Oracle RAC
2 2 (2.56%) Active Directory
3 1 (1.28%) Hyper-V
3 1 (1.28%) VMware Infrastructure
3 1 (1.28%) vSphere
Systems Management
1 2 (2.56%) Oracle Enterprise Manager
1 2 (2.56%) Puppet
2 1 (1.28%) Cisco UCCX
2 1 (1.28%) Nessus
2 1 (1.28%) NetBackup
2 1 (1.28%) Proventia
Vendors
1 11 (14.10%) SAP
2 8 (10.26%) Cadence
3 7 (8.97%) Microsoft
4 6 (7.69%) Oracle
5 3 (3.85%) Remedy
6 2 (2.56%) Cognos
6 2 (2.56%) FNZ
6 2 (2.56%) IBM
6 2 (2.56%) IDERA
7 1 (1.28%) Adobe
7 1 (1.28%) Blue Coat
7 1 (1.28%) CheckPoint
7 1 (1.28%) Cisco
7 1 (1.28%) EMC
7 1 (1.28%) Intel Security
7 1 (1.28%) Juniper
7 1 (1.28%) Palo Alto
7 1 (1.28%) VMware
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