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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Analytics
England / North West
Rank 163 172 236
Rank change year-on-year
+9 +64
Permanent jobs citing Data Analytics 81 59 20
As % of all permanent IT jobs located in the North West 1.37% 1.05% 0.29%
As % of the Processes & Methodologies category 1.51% 1.19% 0.33%
Number of salaries quoted 58 50 9
Median salary £37,624 £47,903 £44,000
Median salary % change year-on-year
-21.45% +8.87%
90% offered a salary of more than £30,000 £30,223 £35,000
10% offered a salary of more than £57,000 £65,000 £66,000
UK excluding London median salary £45,000 £50,000 £47,500
% change year-on-year
-10.00% +5.26%

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
5356 4972 6126
As % of all permanent IT jobs located in the North West 90.32% 88.16% 87.65%
Number of salaries quoted 4445 4152 5094
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,000 £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 25 February 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 25 February 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 -5 64 £40,000 -27.14% 10
Lancashire 0 9 £33,000 +10.00%
Cheshire +10 4 £35,000 +15.80% 4
Merseyside - 4 - -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 25 February 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.

1 162 (100.00%) Analytics
2 68 (41.98%) Big Data
3 67 (41.36%) Agile Software Development
4 63 (38.89%) Python
5 61 (37.65%) Oracle
6 58 (35.80%) Degree
7 57 (35.19%) Hadoop
8 55 (33.95%) SQL
9 54 (33.33%) Java
10 53 (32.72%) Business Intelligence
11 51 (31.48%) MySQL
11 51 (31.48%) Relational Database
12 50 (30.86%) Apache Spark
12 50 (30.86%) Visualisation
13 49 (30.25%) Scrum
13 49 (30.25%) DevOps
14 48 (29.63%) VMware
14 48 (29.63%) VMware Infrastructure
15 47 (29.01%) JavaScript
16 46 (28.40%) C#
16 46 (28.40%) RDBMS
16 46 (28.40%) Information Security
17 45 (27.78%) Time Management
17 45 (27.78%) Apache Hive
17 45 (27.78%) MongoDB
17 45 (27.78%) Apache Pig
18 44 (27.16%) Apache Camel
18 44 (27.16%) C
19 43 (26.54%) SAS
19 43 (26.54%) Hibernate

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 50 (30.86%) Apache Spark
2 45 (27.78%) Apache Pig
3 43 (26.54%) Elasticsearch
3 43 (26.54%) SAS
4 5 (3.09%) JBoss
4 5 (3.09%) WebLogic
4 5 (3.09%) WebSphere
5 3 (1.85%) Apache
6 1 (0.62%) IIS
Applications
1 20 (12.35%) MS Excel
2 12 (7.41%) Stata
3 7 (4.32%) SPSS
4 2 (1.23%) S-PLUS
4 2 (1.23%) Spreadsheet
Business Applications
1 10 (6.17%) Adobe Campaign
2 3 (1.85%) Dynamics NAV
3 1 (0.62%) Oracle EBS
Cloud Services
1 8 (4.94%) SaaS
2 5 (3.09%) Amazon AWS
3 3 (1.85%) Amazon EMR
4 2 (1.23%) Microsoft Azure
5 1 (0.62%) Google Analytics
Communications & Networking
1 9 (5.56%) Firewall
2 6 (3.70%) LAN
2 6 (3.70%) WAN
3 4 (2.47%) BGP
3 4 (2.47%) MPLS
3 4 (2.47%) OSPF
4 2 (1.23%) Cisco ASA
4 2 (1.23%) Internet
4 2 (1.23%) TCP/IP
4 2 (1.23%) VoIP
4 2 (1.23%) VPN
Database & Business Intelligence
1 68 (41.98%) Big Data
2 57 (35.19%) Hadoop
3 51 (31.48%) MySQL
3 51 (31.48%) Relational Database
4 46 (28.40%) RDBMS
5 45 (27.78%) Apache Hive
5 45 (27.78%) MongoDB
6 34 (20.99%) SQL Server
7 28 (17.28%) SQL Server Reporting Services
8 27 (16.67%) SQL Server Integration Services
9 26 (16.05%) Data Mining
10 20 (12.35%) Power BI
11 17 (10.49%) QlikView
12 15 (9.26%) Spotfire
13 10 (6.17%) DataStage
14 6 (3.70%) NoSQL
15 5 (3.09%) Data Warehouse
15 5 (3.09%) SQL Server Analysis Services
16 4 (2.47%) Business Intelligence Development Studio
16 4 (2.47%) BusinessObjects
Development Applications
1 5 (3.09%) Bitbucket
1 5 (3.09%) Jenkins
General
1 32 (19.75%) Military
2 14 (8.64%) Finance
2 14 (8.64%) Retail
3 11 (6.79%) Marketing
4 7 (4.32%) Advertising
5 3 (1.85%) Banking
5 3 (1.85%) Legal
6 1 (0.62%) Back Office
Job Titles
1 37 (22.84%) Analyst
2 27 (16.67%) Developer
3 25 (15.43%) Software Engineer
4 20 (12.35%) Data Scientist
5 17 (10.49%) Software Developer
5 17 (10.49%) SQL Analyst
6 16 (9.88%) Consultant
6 16 (9.88%) Java Developer
6 16 (9.88%) Java Software Developer
7 13 (8.02%) Analytics Consultant
7 13 (8.02%) Data Analyst
7 13 (8.02%) Data Analytics Consultant
7 13 (8.02%) Data Consultant
8 12 (7.41%) Architect
8 12 (7.41%) Software Architect
8 12 (7.41%) SQL Data Analyst
8 12 (7.41%) SQL Server Analyst
9 10 (6.17%) Senior Consultant
10 9 (5.56%) Lead Architect
10 9 (5.56%) Lead Software Architect
Libraries, Frameworks & Software Standards
1 44 (27.16%) Apache Camel
2 43 (26.54%) Hibernate
2 43 (26.54%) Java EE
2 43 (26.54%) Spring
3 42 (25.93%) Middleware
4 41 (25.31%) AngularJS
5 40 (24.69%) CSS
5 40 (24.69%) HTML
5 40 (24.69%) jQuery
5 40 (24.69%) Node.js
6 37 (22.84%) CSS3
6 37 (22.84%) HTML5
7 17 (10.49%) LAMP
8 13 (8.02%) MDX
9 5 (3.09%) Web Services
10 3 (1.85%) Natural Language Processing
11 2 (1.23%) .NET
11 2 (1.23%) ASP.NET
11 2 (1.23%) PhoneGap
11 2 (1.23%) XML
Miscellaneous
1 30 (18.52%) Computer Science
2 29 (17.90%) PKI
3 20 (12.35%) Analytical Skills
4 9 (5.56%) Algorithms
5 8 (4.94%) Management Information System
6 4 (2.47%) Smart Meter
7 2 (1.23%) Credit Risk
7 2 (1.23%) Cyber Attack
7 2 (1.23%) Security Operations Centre
8 1 (0.62%) Cyber Defence
8 1 (0.62%) Cybercrime
8 1 (0.62%) N-Tier
Operating Systems
1 25 (15.43%) Linux
2 13 (8.02%) Windows
3 7 (4.32%) Unix
4 5 (3.09%) Android
4 5 (3.09%) Apple iOS
Processes & Methodologies
1 162 (100.00%) Analytics
2 67 (41.36%) Agile Software Development
3 53 (32.72%) Business Intelligence
4 50 (30.86%) Visualisation
5 49 (30.25%) DevOps
5 49 (30.25%) Scrum
6 46 (28.40%) Information Security
7 45 (27.78%) Time Management
8 43 (26.54%) SDLC
9 38 (23.46%) Software Engineering
10 31 (19.14%) Mathematics
11 29 (17.90%) Big Data Analytics
12 25 (15.43%) Data Analysis
12 25 (15.43%) Statistics
13 24 (14.81%) Open Source
14 23 (14.20%) Continuous Improvement
15 19 (11.73%) Data Modelling
16 16 (9.88%) Machine Learning
17 12 (7.41%) Cluster Analysis
17 12 (7.41%) Information Exploitation
Programming Languages
1 63 (38.89%) Python
2 55 (33.95%) SQL
3 54 (33.33%) Java
4 47 (29.01%) JavaScript
5 46 (28.40%) C#
6 44 (27.16%) C
7 33 (20.37%) Perl
8 32 (19.75%) Ruby
9 27 (16.67%) R
10 24 (14.81%) T-SQL
11 19 (11.73%) VBA
12 5 (3.09%) Scala
13 4 (2.47%) MATLAB
14 3 (1.85%) Clojure
14 3 (1.85%) Haskell
15 2 (1.23%) C++
16 1 (0.62%) PHP
16 1 (0.62%) PL/SQL
Qualifications
1 58 (35.80%) Degree
2 33 (20.37%) DV Cleared
2 33 (20.37%) Security Cleared
3 12 (7.41%) PhD
4 4 (2.47%) CCNP
4 4 (2.47%) Cisco Certification
5 2 (1.23%) JNCIP
Quality Assurance & Compliance
1 5 (3.09%) Data Quality
2 4 (2.47%) IFRS
2 4 (2.47%) IFRS 9
2 4 (2.47%) PMO
2 4 (2.47%) QA
3 2 (1.23%) IAS 39
System Software
1 48 (29.63%) VMware Infrastructure
2 43 (26.54%) Hyper-V
3 5 (3.09%) Docker
Systems Management
1 5 (3.09%) Opscode Chef
1 5 (3.09%) Packer
2 2 (1.23%) FortiGate
2 2 (1.23%) Nessus
2 2 (1.23%) Nexpose
2 2 (1.23%) Nmap
2 2 (1.23%) QRadar
Vendors
1 61 (37.65%) Oracle
2 48 (29.63%) VMware
3 26 (16.05%) Tableau
4 14 (8.64%) Informatica
5 12 (7.41%) Ab Initio
5 12 (7.41%) Microsoft
6 10 (6.17%) MicroStrategy
7 5 (3.09%) Aquila
7 5 (3.09%) Red Hat
8 4 (2.47%) Splunk
9 3 (1.85%) Cognos
9 3 (1.85%) Teradata
10 2 (1.23%) Apple
10 2 (1.23%) ArcSight
10 2 (1.23%) CheckPoint
10 2 (1.23%) Cisco
10 2 (1.23%) Hyperion
10 2 (1.23%) Intel
10 2 (1.23%) Intel Security
10 2 (1.23%) Juniper
Greater Manchester
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: Yesterday
Manchester, Lancashire
Oliver James Associates
Salary: £40000 - £41000 per annum
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £50,000-£70,000
Posted: Yesterday
Warrington
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Oliver James Associates
Salary: £37500 - £42500 per annum + PMI, pension, bonus, benefits
Posted: 3 days ago
Warrington, Cheshire
Actis Recruitment.
Salary: From £35,000 to £45,000 per annum + bonus + benefits
Posted: 4 days ago
Manchester, Lancashire
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Salary: £80000 - £90000 per annum + Car Allowance, Pension, Bonus
Posted: 3 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 9 days ago
Warrington
Applause IT Ltd
Salary: £28000 - £35000 per annum + bens
Posted: 23 days ago
Runcorn
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Salary: £18000 - £22000 per annum + bens
Posted: 23 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 12 days ago
Manchester, Lancashire
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Salary: Competitive Base Salary with pension, bonus and other
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Salford, Lancashire
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Salary: Competetive Base Salary plus excellent package and benefits
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Manchester, Lancashire
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Salary: Competitive salary plus bonus and flexible benefits
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