The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Analytics
England / North West
Rank 147 192 229
Rank change year-on-year
+45 +37
Permanent jobs citing Data Analytics 102 47 28
As % of all permanent IT jobs located in the North West 1.74% 0.84% 0.41%
As % of the Processes & Methodologies category 1.95% 0.97% 0.47%
Number of salaries quoted 86 33 17
Median salary £37,500 £47,903 £47,500
Median salary % change year-on-year
-21.71% +0.84%
90% offered a salary of more than £30,000 £30,045 £41,100
10% offered a salary of more than £57,000 £62,980 £67,000
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5218 4865 5931
As % of all permanent IT jobs located in the North West 88.92% 87.30% 86.51%
Number of salaries quoted 4386 4042 5077
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,000 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend 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 across the North West region.

Data Analytics Salary Trend in the North West

Data Analytics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Data Analytics across the North West region over the 3 months to 21 January 2017.

Data Analytics Salary Histogram 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 21 January 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 +28 74 £40,000 -22.26% 8
Lancashire +7 19 £33,000 +10.00%
Merseyside -5 2 - -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 21 January 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.

1 158 (100.00%) Analytics
2 65 (41.14%) Big Data
3 62 (39.24%) Python
4 58 (36.71%) Business Intelligence
5 56 (35.44%) Oracle
5 56 (35.44%) Agile Software Development
6 52 (32.91%) Degree
6 52 (32.91%) SQL
7 50 (31.65%) Hadoop
8 47 (29.75%) Relational Database
9 45 (28.48%) Visualisation
9 45 (28.48%) Java
9 45 (28.48%) SAS
10 43 (27.22%) MySQL
11 42 (26.58%) Apache Spark
12 41 (25.95%) RDBMS
13 39 (24.68%) SQL Server
13 39 (24.68%) Scrum
13 39 (24.68%) Information Security
14 38 (24.05%) VMware
14 38 (24.05%) JavaScript
14 38 (24.05%) C#
14 38 (24.05%) MongoDB
14 38 (24.05%) VMware Infrastructure
14 38 (24.05%) DevOps
15 37 (23.42%) Apache Pig
15 37 (23.42%) Time Management
15 37 (23.42%) Apache Hive
16 36 (22.78%) C
17 35 (22.15%) Hyper-V

Data Analytics
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 45 (28.48%) SAS
2 42 (26.58%) Apache Spark
3 37 (23.42%) Apache Pig
4 35 (22.15%) Elasticsearch
5 3 (1.90%) Apache
5 3 (1.90%) JBoss
5 3 (1.90%) WebLogic
5 3 (1.90%) WebSphere
6 1 (0.63%) IIS
Applications
1 16 (10.13%) MS Excel
2 14 (8.86%) Stata
3 11 (6.96%) SPSS
4 4 (2.53%) S-PLUS
5 2 (1.27%) MS Office
5 2 (1.27%) MS Visio
6 1 (0.63%) Spreadsheet
Business Applications
1 9 (5.70%) Adobe Campaign
2 3 (1.90%) Oracle EBS
3 2 (1.27%) Cognos Business Intelligence
3 2 (1.27%) Cognos Controller
3 2 (1.27%) Cognos TM1
4 1 (0.63%) Dynamics NAV
Cloud Services
1 9 (5.70%) SaaS
2 8 (5.06%) Amazon AWS
3 3 (1.90%) Amazon EMR
3 3 (1.90%) Cloud Computing
4 2 (1.27%) Google Analytics
4 2 (1.27%) Microsoft Azure
Communications & Networking
1 5 (3.16%) Firewall
2 4 (2.53%) BGP
2 4 (2.53%) LAN
2 4 (2.53%) MPLS
2 4 (2.53%) OSPF
2 4 (2.53%) WAN
3 2 (1.27%) Cisco ASA
4 1 (0.63%) Skype
Database & Business Intelligence
1 65 (41.14%) Big Data
2 50 (31.65%) Hadoop
3 47 (29.75%) Relational Database
4 43 (27.22%) MySQL
5 41 (25.95%) RDBMS
6 39 (24.68%) SQL Server
7 38 (24.05%) MongoDB
8 37 (23.42%) Apache Hive
9 28 (17.72%) SQL Server Integration Services
9 28 (17.72%) SQL Server Reporting Services
10 26 (16.46%) Data Mining
11 21 (13.29%) Power BI
12 17 (10.76%) QlikView
13 13 (8.23%) Spotfire
14 9 (5.70%) DataStage
15 8 (5.06%) NoSQL
16 7 (4.43%) Data Warehouse
16 7 (4.43%) SQL Server Analysis Services
17 4 (2.53%) Business Intelligence Development Studio
17 4 (2.53%) Oracle Database
Development Applications
1 3 (1.90%) Bitbucket
1 3 (1.90%) Jenkins
General
1 28 (17.72%) Military
2 18 (11.39%) Finance
2 18 (11.39%) Retail
3 10 (6.33%) Marketing
4 7 (4.43%) Advertising
5 6 (3.80%) Banking
6 4 (2.53%) Legal
7 1 (0.63%) Back Office
7 1 (0.63%) Law
Job Titles
1 30 (18.99%) Analyst
2 22 (13.92%) Data Scientist
2 22 (13.92%) Developer
2 22 (13.92%) Software Engineer
3 18 (11.39%) Consultant
4 14 (8.86%) Analytics Consultant
4 14 (8.86%) Data Analytics Consultant
4 14 (8.86%) Data Consultant
5 13 (8.23%) SQL Analyst
6 11 (6.96%) Data Analyst
6 11 (6.96%) Software Developer
7 10 (6.33%) Architect
7 10 (6.33%) Java Developer
7 10 (6.33%) Java Software Developer
7 10 (6.33%) Software Architect
7 10 (6.33%) SQL Data Analyst
7 10 (6.33%) SQL Server Analyst
8 9 (5.70%) Lead Software Architect
8 9 (5.70%) SSIS Analyst
8 9 (5.70%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 35 (22.15%) Apache Camel
1 35 (22.15%) Hibernate
1 35 (22.15%) Java EE
1 35 (22.15%) Spring
2 34 (21.52%) AngularJS
2 34 (21.52%) CSS
2 34 (21.52%) HTML
2 34 (21.52%) jQuery
2 34 (21.52%) Middleware
3 33 (20.89%) Node.js
4 31 (19.62%) CSS3
4 31 (19.62%) HTML5
5 14 (8.86%) MDX
6 13 (8.23%) LAMP
7 5 (3.16%) .NET
7 5 (3.16%) Natural Language Processing
7 5 (3.16%) Web Services
8 2 (1.27%) ASP.NET
8 2 (1.27%) Ionic Framework
8 2 (1.27%) PhoneGap
Miscellaneous
1 45 (28.48%) Visualisation
2 27 (17.09%) Computer Science
3 25 (15.82%) Statistics
4 23 (14.56%) PKI
5 22 (13.92%) Mathematics
6 21 (13.29%) Analytical Skills
7 10 (6.33%) Algorithms
7 10 (6.33%) Neural Network
8 7 (4.43%) Psychology
9 6 (3.80%) Credit Risk
10 5 (3.16%) Management Information System
11 4 (2.53%) Data Extraction
11 4 (2.53%) Data Integration
11 4 (2.53%) Smart Meter
12 3 (1.90%) Physics
13 1 (0.63%) Artificial Intelligence
13 1 (0.63%) Data Conversion
13 1 (0.63%) Economics
13 1 (0.63%) iPad
13 1 (0.63%) N-Tier
Operating Systems
1 17 (10.76%) Linux
2 9 (5.70%) Windows
3 5 (3.16%) Android
3 5 (3.16%) Apple iOS
4 3 (1.90%) Unix
Processes & Methodologies
1 158 (100.00%) Analytics
2 58 (36.71%) Business Intelligence
3 56 (35.44%) Agile Software Development
4 39 (24.68%) Information Security
4 39 (24.68%) Scrum
5 38 (24.05%) DevOps
6 37 (23.42%) Time Management
7 35 (22.15%) SDLC
8 31 (19.62%) Software Engineering
9 25 (15.82%) Big Data Analytics
10 24 (15.19%) Data Analysis
11 23 (14.56%) Open Source
12 22 (13.92%) Data Modelling
13 18 (11.39%) Machine Learning
14 17 (10.76%) Continuous Improvement
15 13 (8.23%) Cluster Analysis
15 13 (8.23%) Statistical Modelling
16 11 (6.96%) ETL
16 11 (6.96%) Mentoring
17 10 (6.33%) Bayesian Methods
Programming Languages
1 62 (39.24%) Python
2 52 (32.91%) SQL
3 45 (28.48%) Java
4 38 (24.05%) C#
4 38 (24.05%) JavaScript
5 36 (22.78%) C
6 28 (17.72%) R
7 27 (17.09%) Perl
8 26 (16.46%) Ruby
9 23 (14.56%) T-SQL
10 19 (12.03%) VBA
11 7 (4.43%) Scala
12 5 (3.16%) MATLAB
13 3 (1.90%) Clojure
13 3 (1.90%) Haskell
14 2 (1.27%) C++
15 1 (0.63%) Data Analysis Expressions (DAX)
15 1 (0.63%) PHP
15 1 (0.63%) PL/SQL
Qualifications
1 52 (32.91%) Degree
2 29 (18.35%) DV Cleared
2 29 (18.35%) Security Cleared
3 14 (8.86%) PhD
4 4 (2.53%) CCNP
4 4 (2.53%) Cisco Certification
5 2 (1.27%) JNCIP
6 1 (0.63%) CISA
6 1 (0.63%) CISM
6 1 (0.63%) CISSP
Quality Assurance & Compliance
1 4 (2.53%) Data Quality
1 4 (2.53%) QA
2 2 (1.27%) IAS 39
3 1 (0.63%) ISO/IEC 27001
System Software
1 38 (24.05%) VMware Infrastructure
2 35 (22.15%) Hyper-V
3 3 (1.90%) Docker
Systems Management
1 3 (1.90%) Opscode Chef
1 3 (1.90%) Packer
2 2 (1.27%) FortiGate
Vendors
1 56 (35.44%) Oracle
2 38 (24.05%) VMware
3 25 (15.82%) Tableau
4 13 (8.23%) Microsoft
5 12 (7.59%) Informatica
6 11 (6.96%) Ab Initio
7 9 (5.70%) MicroStrategy
8 5 (3.16%) Cognos
9 3 (1.90%) Aquila
9 3 (1.90%) Red Hat
9 3 (1.90%) Teradata
10 2 (1.27%) CheckPoint
10 2 (1.27%) Cisco
10 2 (1.27%) Google
10 2 (1.27%) Hyperion
10 2 (1.27%) IBM
10 2 (1.27%) Juniper
10 2 (1.27%) Palo Alto
10 2 (1.27%) Splunk
10 2 (1.27%) Xamarin
Cheshire, Warrington, Manchester, Merseyside,...
Actis Recruitment Ltd
Salary: To £35,000 + bonus + benefits
Posted: 5 days ago
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 3 days ago
Manchester, Lancashire
Candour Solutions
Salary: Excellent + Benefits
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 8 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 8 days ago
Warrington
Applause IT Ltd
Salary: £20000 - £30000 per annum + bens
Posted: 15 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive Base Salary with pension, bonus and other
Posted: 10 days ago
Salford, Lancashire
Experis Ltd
Salary: £35114.00 - £40380.00 per annum
Posted: 5 days ago
Manchester
Cathcart Associates
Salary: £25000 - £40000 per annum + flexible working
Posted: 17 days ago
Altrincham, Cheshire
Aquila Heywood
Posted: 18 days ago