The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England / North West
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 189 185 242
Rank change year-on-year -4 +57  
Permanent jobs citing Data Analytics 61 50 7
As % of all permanent IT jobs advertised in the North West 0.99% 0.87% 0.11%
As % of the Processes & Methodologies category 1.10% 0.99% 0.12%
Number of salaries quoted 40 45 7
Median salary £40,000 £47,500 £37,000
Median salary % change year-on-year -15.78% +28.37%  
90% offered a salary of more than £30,000 £30,000 £35,000
10% offered a salary of more than £50,250 £65,000 £54,500
UK excluding London median salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26%  

Data Analytics 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 the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5561 5072 5850
As % of all permanent IT job vacancies advertised in the North West 90.36% 87.98% 88.49%
Number of salaries quoted 4626 4217 4701
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Analytics
Job Vacancy Trend in the North West

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

Job vacancy trend for Data Analytics in the North West

Data Analytics
Salary Trend in the North West

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

Salary trend for Data Analytics in the North West

Data Analytics
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Analytics in the North West over the 3 months to 30 March 2017.

Salary histogram for Data Analytics in the North West

Data Analytics
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 Data Analytics within the North West region over the 3 months to 30 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
Manchester -7 47 £40,000 -33.33% 6
Merseyside - 8 £45,000 -
Cheshire -1 5 £35,000 +15.80% 4
Lancashire -9 1 £33,000 +10.00%
Data Analytics
England

For the 6 months to 30 March 2017, IT jobs citing Data Analytics 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 Data Analytics.

1 165 (100.00%) Analytics
2 71 (43.03%) Agile Software Development
3 70 (42.42%) Big Data
4 68 (41.21%) Python
5 60 (36.36%) Degree
6 58 (35.15%) Hadoop
7 57 (34.55%) Oracle
8 55 (33.33%) Relational Database
9 54 (32.73%) Java
10 52 (31.52%) SQL
11 50 (30.30%) Scrum
11 50 (30.30%) Visualisation
11 50 (30.30%) DevOps
11 50 (30.30%) Apache Spark
12 49 (29.70%) MySQL
13 47 (28.48%) RDBMS
13 47 (28.48%) VMware
13 47 (28.48%) VMware Infrastructure
14 46 (27.88%) Apache Hive
14 46 (27.88%) Business Intelligence
14 46 (27.88%) Apache Pig
15 45 (27.27%) SDLC
15 45 (27.27%) Information Security
15 45 (27.27%) Time Management
16 44 (26.67%) MongoDB
17 43 (26.06%) SAS
17 43 (26.06%) C
17 43 (26.06%) JavaScript
17 43 (26.06%) Apache Camel
18 42 (25.45%) Elasticsearch

Data Analytics
Co-occurring 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 50 (30.30%) Apache Spark
2 46 (27.88%) Apache Pig
3 43 (26.06%) SAS
4 42 (25.45%) Elasticsearch
5 5 (3.03%) JBoss
5 5 (3.03%) WebLogic
5 5 (3.03%) WebSphere
6 3 (1.82%) Apache
7 1 (0.61%) IIS
Applications
1 23 (13.94%) MS Excel
2 14 (8.48%) Stata
3 8 (4.85%) SPSS
4 4 (2.42%) S-PLUS
5 2 (1.21%) Spreadsheet
Business Applications
1 8 (4.85%) Adobe Campaign
2 6 (3.64%) Dynamics NAV
3 1 (0.61%) Dynamics CRM
3 1 (0.61%) Oracle EBS
Cloud Services
1 8 (4.85%) SaaS
2 5 (3.03%) Amazon AWS
3 3 (1.82%) Amazon EMR
4 1 (0.61%) Google Analytics
Communications & Networking
1 9 (5.45%) Firewall
2 6 (3.64%) LAN
2 6 (3.64%) WAN
3 4 (2.42%) BGP
3 4 (2.42%) MPLS
3 4 (2.42%) OSPF
4 2 (1.21%) Cisco ASA
4 2 (1.21%) Internet
4 2 (1.21%) TCP/IP
4 2 (1.21%) VoIP
4 2 (1.21%) VPN
Database & Business Intelligence
1 70 (42.42%) Big Data
2 58 (35.15%) Hadoop
3 55 (33.33%) Relational Database
4 49 (29.70%) MySQL
5 47 (28.48%) RDBMS
6 46 (27.88%) Apache Hive
7 44 (26.67%) MongoDB
8 34 (20.61%) SQL Server
9 29 (17.58%) SQL Server Reporting Services
10 28 (16.97%) SQL Server Integration Services
11 27 (16.36%) Data Mining
12 21 (12.73%) Power BI
13 15 (9.09%) QlikView
14 14 (8.48%) Spotfire
15 9 (5.45%) NoSQL
16 8 (4.85%) DataStage
17 6 (3.64%) BusinessObjects
17 6 (3.64%) Data Warehouse
17 6 (3.64%) SQL Server 2012
18 4 (2.42%) Business Intelligence Development Studio
Development Applications
1 5 (3.03%) Bitbucket
1 5 (3.03%) Jenkins
General
1 32 (19.39%) Military
2 17 (10.30%) Finance
3 13 (7.88%) Marketing
4 11 (6.67%) Retail
5 7 (4.24%) Advertising
6 5 (3.03%) Banking
7 3 (1.82%) Investment Banking
7 3 (1.82%) Legal
Job Titles
1 38 (23.03%) Analyst
2 34 (20.61%) Developer
3 23 (13.94%) Data Scientist
3 23 (13.94%) Software Engineer
4 20 (12.12%) Software Developer
5 19 (11.52%) Java Developer
5 19 (11.52%) Java Software Developer
5 19 (11.52%) SQL Analyst
6 14 (8.48%) Consultant
6 14 (8.48%) SQL Server Analyst
7 12 (7.27%) Business Intelligence Analyst
7 12 (7.27%) Data Analyst
8 11 (6.67%) Analytics Consultant
8 11 (6.67%) Architect
8 11 (6.67%) Data Analytics Consultant
8 11 (6.67%) Data Consultant
8 11 (6.67%) Software Architect
8 11 (6.67%) SQL Data Analyst
9 10 (6.06%) SSRS Analyst
10 9 (5.45%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 43 (26.06%) Apache Camel
2 42 (25.45%) Hibernate
2 42 (25.45%) Java EE
2 42 (25.45%) Middleware
2 42 (25.45%) Spring
3 39 (23.64%) Node.js
4 37 (22.42%) AngularJS
5 36 (21.82%) CSS
5 36 (21.82%) HTML
5 36 (21.82%) jQuery
6 33 (20.00%) CSS3
6 33 (20.00%) HTML5
7 19 (11.52%) LAMP
8 13 (7.88%) MDX
9 5 (3.03%) Natural Language Processing
9 5 (3.03%) Web Services
10 3 (1.82%) RESTful
11 2 (1.21%) Ionic Framework
11 2 (1.21%) PhoneGap
11 2 (1.21%) XML
Miscellaneous
1 32 (19.39%) Computer Science
2 30 (18.18%) PKI
3 29 (17.58%) Analytical Skills
4 9 (5.45%) Algorithms
5 8 (4.85%) Management Information System
6 4 (2.42%) Smart Meter
7 3 (1.82%) Hedge funds
8 2 (1.21%) Cyber Attack
8 2 (1.21%) Security Operations Centre
9 1 (0.61%) Credit Risk
9 1 (0.61%) N-Tier
9 1 (0.61%) User Experience
Operating Systems
1 24 (14.55%) Linux
2 13 (7.88%) Windows
3 7 (4.24%) Unix
4 5 (3.03%) Android
4 5 (3.03%) Apple iOS
Processes & Methodologies
1 165 (100.00%) Analytics
2 71 (43.03%) Agile Software Development
3 50 (30.30%) DevOps
3 50 (30.30%) Scrum
3 50 (30.30%) Visualisation
4 46 (27.88%) Business Intelligence
5 45 (27.27%) Information Security
5 45 (27.27%) SDLC
5 45 (27.27%) Time Management
6 38 (23.03%) Software Engineering
7 37 (22.42%) Mathematics
8 31 (18.79%) Open Source
9 30 (18.18%) Big Data Analytics
10 26 (15.76%) Statistics
11 23 (13.94%) Continuous Improvement
11 23 (13.94%) Data Analysis
12 19 (11.52%) Data Modelling
13 18 (10.91%) Machine Learning
14 14 (8.48%) Cluster Analysis
15 13 (7.88%) Data Management
Programming Languages
1 68 (41.21%) Python
2 54 (32.73%) Java
3 52 (31.52%) SQL
4 43 (26.06%) C
4 43 (26.06%) JavaScript
5 42 (25.45%) C#
6 32 (19.39%) Perl
6 32 (19.39%) Ruby
7 29 (17.58%) R
8 25 (15.15%) T-SQL
9 19 (11.52%) VBA
10 5 (3.03%) MATLAB
11 4 (2.42%) PHP
11 4 (2.42%) Scala
12 3 (1.82%) Clojure
12 3 (1.82%) Haskell
13 1 (0.61%) C++
13 1 (0.61%) PL/SQL
Qualifications
1 60 (36.36%) Degree
2 33 (20.00%) DV Cleared
2 33 (20.00%) Security Cleared
3 13 (7.88%) PhD
4 4 (2.42%) CCNP
4 4 (2.42%) Cisco Certification
5 2 (1.21%) JNCIP
Quality Assurance & Compliance
1 6 (3.64%) Data Quality
2 4 (2.42%) PMO
2 4 (2.42%) QA
3 3 (1.82%) IFRS
3 3 (1.82%) IFRS 9
4 2 (1.21%) IAS 39
System Software
1 47 (28.48%) VMware Infrastructure
2 42 (25.45%) Hyper-V
3 5 (3.03%) Docker
Systems Management
1 5 (3.03%) Opscode Chef
1 5 (3.03%) Packer
2 2 (1.21%) FortiGate
2 2 (1.21%) Nessus
2 2 (1.21%) Nexpose
2 2 (1.21%) Nmap
2 2 (1.21%) QRadar
Vendors
1 57 (34.55%) Oracle
2 47 (28.48%) VMware
3 26 (15.76%) Tableau
4 12 (7.27%) Informatica
5 10 (6.06%) Ab Initio
6 9 (5.45%) Microsoft
7 8 (4.85%) MicroStrategy
8 7 (4.24%) Red Hat
9 6 (3.64%) Splunk
10 5 (3.03%) Aquila
11 2 (1.21%) Apple
11 2 (1.21%) CheckPoint
11 2 (1.21%) Cisco
11 2 (1.21%) Cognos
11 2 (1.21%) Hyperion
11 2 (1.21%) Intel
11 2 (1.21%) Intel Security
11 2 (1.21%) Juniper
11 2 (1.21%) Qualys
11 2 (1.21%) SAP
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Salary: £30000.00 - £35000.00 per annum
Posted: Yesterday
Warrington, Cheshire
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Salary: From £35,000 to £45,000 per annum + bonus + benefits
Posted: Yesterday
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Salary: Excellent Salary & Benefits!
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