The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Statistics
North West / Manchester
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 175 144 160
Rank change year-on-year -31 +16  
Permanent jobs citing Statistics 32 39 32
As % of all permanent IT jobs advertised in Manchester 0.82% 1.14% 0.85%
As % of the Processes & Methodologies category 0.89% 1.27% 0.97%
Number of salaries quoted 27 21 30
Median salary £37,500 £41,500 £43,500
Median salary % change year-on-year -9.63% -4.59%  
90% offered a salary of more than £22,100 £25,000 £40,000
10% offered a salary of more than £53,000 £45,000 £48,000
UK excluding London median salary £40,000 £44,250 £40,000
% change year-on-year -9.60% +10.62%  

Statistics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3589 3068 3309
As % of all permanent IT job vacancies advertised in Manchester 91.46% 89.94% 88.08%
Number of salaries quoted 3034 2536 2725
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £29,500 £28,000
10% offered a salary of more than £62,500 £57,500 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistics
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistics in Manchester

Statistics
Salary Trend in Manchester

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

Salary trend for Statistics in Manchester

Statistics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Statistics in Manchester over the 3 months to 29 March 2017.

Salary histogram for Statistics in Manchester

Statistics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Manchester region over the 3 months to 29 March 2017. 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 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
Altrincham - 3 £21,500 - 1
Oldham -28 1 £30,000 +20.00%
Statistics
North West

For the 6 months to 29 March 2017, 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 Manchester region with a requirement for Statistics.

1 33 (46.48%) Mathematics
2 30 (42.25%) Python
3 29 (40.85%) SQL
4 27 (38.03%) Machine Learning
5 26 (36.62%) Analytics
5 26 (36.62%) SQL Server
6 25 (35.21%) R
7 24 (33.80%) Analytical Skills
7 24 (33.80%) Computer Science
8 23 (32.39%) Data Analysis
9 22 (30.99%) MS Excel
9 22 (30.99%) Microsoft
10 20 (28.17%) SAS
10 20 (28.17%) Data Analytics
11 19 (26.76%) Data Mining
11 19 (26.76%) Degree
12 18 (25.35%) T-SQL
13 16 (22.54%) PhD
13 16 (22.54%) SQL Server Integration Services
13 16 (22.54%) SQL Server Reporting Services
14 15 (21.13%) Agile Software Development
15 14 (19.72%) Stata
15 14 (19.72%) Cluster Analysis
15 14 (19.72%) Performance Tuning
16 13 (18.31%) Bayesian Methods
16 13 (18.31%) Statistical Modelling
16 13 (18.31%) Visualisation
16 13 (18.31%) Neural Network
16 13 (18.31%) Finance
17 12 (16.90%) ITIL

Statistics
Co-occurring IT Skills in Manchester 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 20 (28.17%) SAS
2 7 (9.86%) Apache Spark
2 7 (9.86%) SharePoint
3 4 (5.63%) Apache Pig
Applications
1 22 (30.99%) MS Excel
2 14 (19.72%) Stata
3 8 (11.27%) SPSS
4 4 (5.63%) S-PLUS
5 3 (4.23%) Spreadsheet
6 1 (1.41%) MS Office
6 1 (1.41%) MS Visio
Business Applications
1 1 (1.41%) SAP Oil and Gas
Cloud Services
1 7 (9.86%) IaaS
1 7 (9.86%) PaaS
1 7 (9.86%) SaaS
2 1 (1.41%) Microsoft Azure
Communications & Networking
1 3 (4.23%) NetScaler
1 3 (4.23%) TCP/IP
1 3 (4.23%) Unified Communications
1 3 (4.23%) WAN
2 2 (2.82%) Network Security
Database & Business Intelligence
1 26 (36.62%) SQL Server
2 19 (26.76%) Data Mining
3 16 (22.54%) SQL Server Integration Services
3 16 (22.54%) SQL Server Reporting Services
4 10 (14.08%) Data Warehouse
5 9 (12.68%) Big Data
5 9 (12.68%) Relational Database
6 8 (11.27%) Hadoop
6 8 (11.27%) NoSQL
6 8 (11.27%) SQL Server 2005
7 7 (9.86%) SQL Server 2008
8 6 (8.45%) OLAP
8 6 (8.45%) OLAP Cube
8 6 (8.45%) SQL Server Analysis Services
9 4 (5.63%) Apache Cassandra
9 4 (5.63%) Apache Hive
9 4 (5.63%) HBase
9 4 (5.63%) RDBMS
10 2 (2.82%) DTS
10 2 (2.82%) SQL Server 2012
General
1 13 (18.31%) Finance
2 7 (9.86%) Multimedia
3 6 (8.45%) Marketing
4 4 (5.63%) Telecoms
5 3 (4.23%) Games
6 2 (2.82%) Banking
7 1 (1.41%) Electronics
7 1 (1.41%) Manufacturing
Job Titles
1 25 (35.21%) Data Scientist
2 10 (14.08%) Analyst
2 10 (14.08%) DBA
2 10 (14.08%) SQL DBA
3 9 (12.68%) Business Intelligence Developer
3 9 (12.68%) Developer
4 6 (8.45%) SSIS Developer
4 6 (8.45%) SSRS Developer
5 5 (7.04%) Data Analyst
6 4 (5.63%) SQL Analyst
6 4 (5.63%) SQL Data Analyst
7 3 (4.23%) Designer
7 3 (4.23%) Junior Business Intelligence Developer
7 3 (4.23%) Junior Developer
7 3 (4.23%) Mathematician
7 3 (4.23%) Network Communications Engineer
7 3 (4.23%) Network Infrastructure Engineer
7 3 (4.23%) Senior Data Scientist
7 3 (4.23%) SQL Server Analyst
7 3 (4.23%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 6 (8.45%) Natural Language Processing
2 1 (1.41%) XML
Miscellaneous
1 24 (33.80%) Analytical Skills
1 24 (33.80%) Computer Science
2 9 (12.68%) iPad
3 7 (9.86%) Data Protection Act
4 4 (5.63%) Algorithms
5 3 (4.23%) Management Information System
5 3 (4.23%) Pricing Data
5 3 (4.23%) Video Conferencing
6 1 (1.41%) Replication
Operating Systems
1 3 (4.23%) Unix
1 3 (4.23%) Windows
1 3 (4.23%) Windows Server
2 2 (2.82%) AIX
2 2 (2.82%) Linux
Processes & Methodologies
1 33 (46.48%) Mathematics
2 27 (38.03%) Machine Learning
3 26 (36.62%) Analytics
4 23 (32.39%) Data Analysis
5 20 (28.17%) Data Analytics
6 15 (21.13%) Agile Software Development
7 14 (19.72%) Cluster Analysis
7 14 (19.72%) Performance Tuning
8 13 (18.31%) Bayesian Methods
8 13 (18.31%) Neural Network
8 13 (18.31%) Statistical Modelling
8 13 (18.31%) Visualisation
9 12 (16.90%) ITIL
10 11 (15.49%) Business Intelligence
10 11 (15.49%) Disaster Recovery
11 10 (14.08%) Data Management
11 10 (14.08%) Data Visualisation
11 10 (14.08%) Neuroscience
11 10 (14.08%) Stochastic Modelling
12 9 (12.68%) ITIL V3
Programming Languages
1 30 (42.25%) Python
2 29 (40.85%) SQL
3 25 (35.21%) R
4 18 (25.35%) T-SQL
5 9 (12.68%) MATLAB
6 8 (11.27%) Java
7 7 (9.86%) C++
8 6 (8.45%) C
8 6 (8.45%) PowerShell
8 6 (8.45%) Scala
8 6 (8.45%) VBA
9 4 (5.63%) C#
10 3 (4.23%) Perl
11 1 (1.41%) JavaScript
11 1 (1.41%) VB
Qualifications
1 19 (26.76%) Degree
2 16 (22.54%) PhD
3 11 (15.49%) Microsoft Certification
4 10 (14.08%) MCSA
5 3 (4.23%) CCIE
5 3 (4.23%) CCNP
5 3 (4.23%) Cisco Certification
5 3 (4.23%) MCP
5 3 (4.23%) MCSE
6 1 (1.41%) APMP
6 1 (1.41%) ISEB
6 1 (1.41%) PMI Certification
6 1 (1.41%) PMP
6 1 (1.41%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 11 (15.49%) SLA
2 7 (9.86%) PCI DSS
2 7 (9.86%) QA
3 1 (1.41%) Actionable Recommendations
System Software
1 5 (7.04%) Active Directory
Vendors
1 22 (30.99%) Microsoft
2 4 (5.63%) Splunk
3 3 (4.23%) Cisco
3 3 (4.23%) F5
3 3 (4.23%) Juniper
3 3 (4.23%) Oracle
3 3 (4.23%) Riverbed
4 1 (1.41%) Google
4 1 (1.41%) SAP
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