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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Statistics
Rank 197 212 202
Rank change year-on-year
+15 -10
Permanent jobs citing Statistics 59 50 65
As % of all permanent IT jobs located in the North West 0.92% 0.75% 0.87%
As % of the Miscellaneous category 2.31% 2.09% 2.55%
Number of salaries quoted 49 42 52
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 £25,200 £35,350 £22,500
10% offered a salary of more than £62,500 £47,500 £55,000
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
2558 2394 2553
As % of all permanent IT jobs located in the North West 40.05% 35.79% 34.31%
Number of salaries quoted 2133 1926 2022
Median salary £40,000 £40,000 £39,000
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £26,075 £25,000 £25,000
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 30 September 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 30 September 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 -6 32 £45,000 - 6
Cheshire +37 16 £28,000 -30.00%
Merseyside -18 7 £47,500 -13.63%
Lancashire +16 3 £130,000 +430.61% 1
Statistics
England

Statistics
Top 30 Related IT Skills in the North West

For the 6 months to 30 September 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 41 (48.24%) Analytics
2 34 (40.00%) Machine Learning
3 32 (37.65%) R
4 31 (36.47%) SQL
4 31 (36.47%) Data Analysis
5 29 (34.12%) Python
6 28 (32.94%) Big Data
7 25 (29.41%) Data Mining
8 24 (28.24%) Analytical Skills
9 23 (27.06%) PhD
10 22 (25.88%) MATLAB
10 22 (25.88%) Statistical Analysis
10 22 (25.88%) Finance
11 20 (23.53%) Degree
12 18 (21.18%) Mathematics
12 18 (21.18%) Algorithms
12 18 (21.18%) Service Design
12 18 (21.18%) SPSS
12 18 (21.18%) SQL Server
13 16 (18.82%) C++
14 15 (17.65%) SAS
15 14 (16.47%) Business Intelligence
15 14 (16.47%) Computer Science
15 14 (16.47%) CUDA
15 14 (16.47%) Stochastic Modelling
16 12 (14.12%) Stata
17 11 (12.94%) SAP
17 11 (12.94%) Marketing
18 10 (11.76%) PowerShell
18 10 (11.76%) ITIL

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 15 (17.65%) SAS
2 5 (5.88%) Oracle Service Bus
3 3 (3.53%) Apache Spark
4 1 (1.18%) Exchange Server 2010
4 1 (1.18%) MS Exchange
Applications
1 18 (21.18%) SPSS
2 12 (14.12%) Stata
3 9 (10.59%) MS Excel
4 4 (4.71%) MS PowerPoint
5 2 (2.35%) MS Office
5 2 (2.35%) Spreadsheet
6 1 (1.18%) S-PLUS
Business Applications
1 4 (4.71%) SAP Oil and Gas
2 1 (1.18%) SAP CRM
Cloud Services
1 4 (4.71%) Microsoft Azure
2 2 (2.35%) Cloud Computing
2 2 (2.35%) Office 365
Communications & Networking
1 4 (4.71%) SMS
1 4 (4.71%) Wireless
2 2 (2.35%) ADSL
2 2 (2.35%) Internet
3 1 (1.18%) Cisco ASA
3 1 (1.18%) Cisco Nexus
3 1 (1.18%) DHCP
3 1 (1.18%) DNS
3 1 (1.18%) Firewall
3 1 (1.18%) FWSM
3 1 (1.18%) IP Telephony
3 1 (1.18%) SAN
Database & Business Intelligence
1 28 (32.94%) Big Data
2 25 (29.41%) Data Mining
3 18 (21.18%) SQL Server
4 7 (8.24%) MySQL
5 6 (7.06%) Data Warehouse
5 6 (7.06%) SQL Server Reporting Services
6 5 (5.88%) Informix
6 5 (5.88%) Oracle Database
6 5 (5.88%) Oracle Database 11g
6 5 (5.88%) Oracle Database 12c
6 5 (5.88%) Oracle ODI
6 5 (5.88%) Oracle Reports
6 5 (5.88%) SQL Server 2012
6 5 (5.88%) SQL Server Integration Services
7 3 (3.53%) Hadoop
7 3 (3.53%) NoSQL
7 3 (3.53%) OLAP
7 3 (3.53%) OLAP Cube
7 3 (3.53%) SQL Server Analysis Services
8 2 (2.35%) Crystal Reports
Development Applications
1 2 (2.35%) SQL Server Management Studio (SSMS)
2 1 (1.18%) Toad
General
1 22 (25.88%) Finance
2 11 (12.94%) Marketing
3 9 (10.59%) Retail
4 5 (5.88%) Banking
4 5 (5.88%) Telecoms
5 4 (4.71%) Electronics
5 4 (4.71%) Manufacturing
6 2 (2.35%) Cantonese Language
6 2 (2.35%) International Banking
6 2 (2.35%) Mandarin Language
6 2 (2.35%) Pharmaceutical
7 1 (1.18%) Music Industry
Job Titles
1 15 (17.65%) Analyst
2 14 (16.47%) Machine Learning Engineer
2 14 (16.47%) MATLAB Engineer
3 10 (11.76%) Data Scientist
3 10 (11.76%) DBA
3 10 (11.76%) SQL DBA
4 8 (9.41%) Administrator
5 6 (7.06%) Service Manager
5 6 (7.06%) Statistician
6 4 (4.71%) Delivery Manager
6 4 (4.71%) Developer
6 4 (4.71%) Junior
6 4 (4.71%) Oracle DBA
6 4 (4.71%) Services Delivery Manager
6 4 (4.71%) SQL Server DBA
7 3 (3.53%) Business Intelligence Developer
7 3 (3.53%) Data Analyst
7 3 (3.53%) Data Manager
7 3 (3.53%) Insight Manager
7 3 (3.53%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 5 (5.88%) Middleware
1 5 (5.88%) Oracle Fusion
2 4 (4.71%) Flash
3 1 (1.18%) Natural Language Processing
3 1 (1.18%) REST
3 1 (1.18%) Unity (Game Engine)
Miscellaneous
1 24 (28.24%) Analytical Skills
2 18 (21.18%) Algorithms
2 18 (21.18%) Mathematics
3 14 (16.47%) Computer Science
3 14 (16.47%) CUDA
4 9 (10.59%) Economics
4 9 (10.59%) Visualisation
5 5 (5.88%) Data Centre
5 5 (5.88%) Social Media
6 4 (4.71%) Data Extraction
6 4 (4.71%) Neural Network
6 4 (4.71%) Physics
6 4 (4.71%) Replication
7 2 (2.35%) Credit Risk
7 2 (2.35%) iPad
7 2 (2.35%) Management Information System
8 1 (1.18%) Augmented Reality
8 1 (1.18%) Data Conversion
8 1 (1.18%) Performance Metrics
8 1 (1.18%) Psychology
Operating Systems
1 8 (9.41%) Windows
2 6 (7.06%) Unix
3 2 (2.35%) Windows Server
Processes & Methodologies
1 41 (48.24%) Analytics
2 34 (40.00%) Machine Learning
3 31 (36.47%) Data Analysis
4 22 (25.88%) Statistical Analysis
5 18 (21.18%) Service Design
6 14 (16.47%) Business Intelligence
6 14 (16.47%) Stochastic Modelling
7 10 (11.76%) Data Modelling
7 10 (11.76%) ITIL
8 9 (10.59%) Agile Software Development
8 9 (10.59%) Risk Management
9 7 (8.24%) Mentoring
9 7 (8.24%) Performance Tuning
10 6 (7.06%) Service Delivery
10 6 (7.06%) Validation
11 5 (5.88%) Bayesian Methods
11 5 (5.88%) Disaster Recovery
11 5 (5.88%) Performance Monitoring
11 5 (5.88%) SOA
11 5 (5.88%) Stakeholder Management
Programming Languages
1 32 (37.65%) R
2 31 (36.47%) SQL
3 29 (34.12%) Python
4 22 (25.88%) MATLAB
5 16 (18.82%) C++
6 10 (11.76%) PowerShell
6 10 (11.76%) VBA
7 9 (10.59%) T-SQL
8 3 (3.53%) C
8 3 (3.53%) Java
8 3 (3.53%) Perl
8 3 (3.53%) Scala
Qualifications
1 23 (27.06%) PhD
2 20 (23.53%) Degree
3 4 (4.71%) ISEB
4 2 (2.35%) Microsoft Certification
4 2 (2.35%) SC Cleared
4 2 (2.35%) Security Cleared
5 1 (1.18%) CCNP
5 1 (1.18%) Cisco Certification
5 1 (1.18%) HND
5 1 (1.18%) ITIL Certification
5 1 (1.18%) Postgraduate
Quality Assurance & Compliance
1 9 (10.59%) Data Quality
2 8 (9.41%) SLA
3 4 (4.71%) QA
System Software
1 3 (3.53%) Oracle RAC
2 1 (1.18%) Active Directory
2 1 (1.18%) vSphere
Systems Management
1 2 (2.35%) Oracle Enterprise Manager
1 2 (2.35%) Perfmon
2 1 (1.18%) Cisco UCCX
2 1 (1.18%) NetBackup
Vendors
1 11 (12.94%) SAP
2 10 (11.76%) Microsoft
3 6 (7.06%) Oracle
4 5 (5.88%) Remedy
5 4 (4.71%) Cadence
6 3 (3.53%) FNZ
7 2 (2.35%) Cognos
7 2 (2.35%) Google
7 2 (2.35%) IBM
7 2 (2.35%) IDERA
7 2 (2.35%) Symantec
8 1 (1.18%) Cisco
8 1 (1.18%) EMC
Altrincham, Cheshire
Digitech Resourcing Ltd
Salary: From £40,000 to £55,000 per annum Plus annual bonus and package
Posted: Yesterday
Manchester
Churchill Frank International
Salary: £25000 - £36000 per annum
Posted: 5 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 4 days ago
Manchester
Venturi
Salary: £50000 per annum + plus bonus and benefits
Posted: 23 days ago
Altrincham, Cheshire
RecruitmentRevolution.com Limited
Salary: Up to £25,000 per annum depending on experience
Posted: 4 days ago
Manchester
Adria Solutions Ltd
Salary: £40000 - £50000 per annum + Benefits
Posted: 23 days ago