The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Analytics
North West / Manchester
Rank 148 151 176
Rank change year-on-year +3 +25  
Permanent jobs citing Data Analytics 51 31 9
As % of all permanent IT jobs advertised in Manchester 1.31% 0.92% 0.24%
As % of the Processes & Methodologies category 1.43% 1.02% 0.27%
Number of salaries quoted 31 26 7
Median salary £40,000 £60,000 £37,000
Median salary % change year-on-year -33.33% +62.16%  
90% offered a salary of more than £30,000 £40,000 £35,000
10% offered a salary of more than £55,000 £65,000 £54,500
UK excluding London median salary £43,500 £48,000 £47,500
% change year-on-year -9.37% +1.05%  

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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3557 3032 3291
As % of all permanent IT job vacancies advertised in Manchester 91.56% 89.89% 88.09%
Number of salaries quoted 2999 2504 2714
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 £30,000 £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%  

Data Analytics
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester 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 Manchester

Data Analytics
Salary Trend in Manchester

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

Salary trend for Data Analytics in Manchester

Data Analytics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Analytics in Manchester over the 3 months to 26 March 2017.

Salary histogram for Data Analytics in Manchester

Data Analytics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the Manchester region over the 3 months to 26 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 -5 5 £45,000 -5.26%
Salford - 3 £37,747 -
Data Analytics
North West

Data Analytics
Top 30 Related IT Skills in Manchester

For the 6 months to 26 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 Manchester region with a requirement for Data Analytics.

1 122 (100.00%) Analytics
2 63 (51.64%) Big Data
3 61 (50.00%) Python
4 59 (48.36%) Hadoop
5 57 (46.72%) Oracle
6 56 (45.90%) Agile Software Development
6 56 (45.90%) Degree
7 55 (45.08%) Java
8 54 (44.26%) Relational Database
9 51 (41.80%) Apache Spark
10 50 (40.98%) DevOps
10 50 (40.98%) Visualisation
10 50 (40.98%) Scrum
11 47 (38.52%) VMware
11 47 (38.52%) RDBMS
11 47 (38.52%) VMware Infrastructure
12 46 (37.70%) Apache Pig
12 46 (37.70%) Apache Hive
13 45 (36.89%) Time Management
13 45 (36.89%) MySQL
14 44 (36.07%) C
14 44 (36.07%) Information Security
14 44 (36.07%) MongoDB
15 43 (35.25%) Apache Camel
15 43 (35.25%) JavaScript
16 42 (34.43%) C#
16 42 (34.43%) Middleware
16 42 (34.43%) Hibernate
16 42 (34.43%) Spring
16 42 (34.43%) Elasticsearch

Data Analytics
Top Related 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 51 (41.80%) Apache Spark
2 46 (37.70%) Apache Pig
3 42 (34.43%) Elasticsearch
4 36 (29.51%) SAS
5 5 (4.10%) JBoss
5 5 (4.10%) WebLogic
5 5 (4.10%) WebSphere
6 3 (2.46%) Apache
7 1 (0.82%) IIS
Applications
1 14 (11.48%) Stata
2 9 (7.38%) SPSS
3 8 (6.56%) MS Excel
4 4 (3.28%) S-PLUS
5 2 (1.64%) Spreadsheet
Business Applications
1 8 (6.56%) Adobe Campaign
2 1 (0.82%) Dynamics NAV
2 1 (0.82%) Oracle EBS
Cloud Services
1 5 (4.10%) Amazon AWS
2 3 (2.46%) Amazon EMR
3 1 (0.82%) Google Analytics
Communications & Networking
1 7 (5.74%) Firewall
2 2 (1.64%) Internet
2 2 (1.64%) LAN
2 2 (1.64%) TCP/IP
2 2 (1.64%) VoIP
2 2 (1.64%) VPN
2 2 (1.64%) WAN
Database & Business Intelligence
1 63 (51.64%) Big Data
2 59 (48.36%) Hadoop
3 54 (44.26%) Relational Database
4 47 (38.52%) RDBMS
5 46 (37.70%) Apache Hive
6 45 (36.89%) MySQL
7 44 (36.07%) MongoDB
8 17 (13.93%) Data Mining
9 15 (12.30%) QlikView
10 14 (11.48%) Spotfire
11 13 (10.66%) SQL Server
12 9 (7.38%) NoSQL
12 9 (7.38%) SQL Server Integration Services
12 9 (7.38%) SQL Server Reporting Services
13 8 (6.56%) DataStage
14 6 (4.92%) BusinessObjects
15 4 (3.28%) Apache Cassandra
15 4 (3.28%) Data Warehouse
15 4 (3.28%) HBase
15 4 (3.28%) Power BI
Development Applications
1 5 (4.10%) Bitbucket
1 5 (4.10%) Jenkins
General
1 32 (26.23%) Military
2 13 (10.66%) Marketing
3 9 (7.38%) Finance
4 4 (3.28%) Retail
5 3 (2.46%) Legal
6 2 (1.64%) Banking
Job Titles
1 25 (20.49%) Developer
2 23 (18.85%) Software Engineer
3 20 (16.39%) Software Developer
4 19 (15.57%) Java Developer
4 19 (15.57%) Java Software Developer
5 16 (13.11%) Analyst
5 16 (13.11%) Data Scientist
6 14 (11.48%) Consultant
7 11 (9.02%) Analytics Consultant
7 11 (9.02%) Architect
7 11 (9.02%) Data Analytics Consultant
7 11 (9.02%) Data Consultant
7 11 (9.02%) Software Architect
8 9 (7.38%) Senior Consultant
9 8 (6.56%) Lead Architect
9 8 (6.56%) Lead Software Architect
10 6 (4.92%) C# Software Developer
10 6 (4.92%) Java Scrum Master
10 6 (4.92%) Lead Software Developer
10 6 (4.92%) Scrum Master
Libraries, Frameworks & Software Standards
1 43 (35.25%) Apache Camel
2 42 (34.43%) Hibernate
2 42 (34.43%) Java EE
2 42 (34.43%) Middleware
2 42 (34.43%) Spring
3 37 (30.33%) AngularJS
4 36 (29.51%) CSS
4 36 (29.51%) HTML
4 36 (29.51%) jQuery
4 36 (29.51%) Node.js
5 33 (27.05%) CSS3
5 33 (27.05%) HTML5
6 16 (13.11%) LAMP
7 5 (4.10%) Natural Language Processing
7 5 (4.10%) Web Services
8 2 (1.64%) Elastic Stack
8 2 (1.64%) Ionic Framework
8 2 (1.64%) PhoneGap
8 2 (1.64%) XML
9 1 (0.82%) .NET
Miscellaneous
1 32 (26.23%) Computer Science
2 30 (24.59%) PKI
3 24 (19.67%) Analytical Skills
4 5 (4.10%) Management Information System
5 2 (1.64%) Algorithms
5 2 (1.64%) Cyber Attack
5 2 (1.64%) Security Operations Centre
6 1 (0.82%) Credit Risk
6 1 (0.82%) N-Tier
6 1 (0.82%) User Experience
Operating Systems
1 23 (18.85%) Linux
2 12 (9.84%) Windows
3 7 (5.74%) Unix
4 5 (4.10%) Android
4 5 (4.10%) Apple iOS
Processes & Methodologies
1 122 (100.00%) Analytics
2 56 (45.90%) Agile Software Development
3 50 (40.98%) DevOps
3 50 (40.98%) Scrum
3 50 (40.98%) Visualisation
4 45 (36.89%) Time Management
5 44 (36.07%) Information Security
6 42 (34.43%) SDLC
7 38 (31.15%) Software Engineering
8 26 (21.31%) Mathematics
9 24 (19.67%) Big Data Analytics
10 23 (18.85%) Business Intelligence
11 21 (17.21%) Open Source
12 20 (16.39%) Statistics
13 19 (15.57%) Continuous Improvement
13 19 (15.57%) Machine Learning
14 14 (11.48%) Cluster Analysis
15 12 (9.84%) Continuous Integration
16 11 (9.02%) Information Exploitation
17 10 (8.20%) Neuroscience
Programming Languages
1 61 (50.00%) Python
2 55 (45.08%) Java
3 44 (36.07%) C
4 43 (35.25%) JavaScript
5 42 (34.43%) C#
6 33 (27.05%) Perl
7 32 (26.23%) Ruby
8 30 (24.59%) SQL
9 23 (18.85%) R
10 6 (4.92%) MATLAB
11 5 (4.10%) Scala
11 5 (4.10%) T-SQL
12 3 (2.46%) Clojure
12 3 (2.46%) Haskell
13 2 (1.64%) VBA
14 1 (0.82%) C++
14 1 (0.82%) PHP
14 1 (0.82%) PL/SQL
Qualifications
1 56 (45.90%) Degree
2 33 (27.05%) DV Cleared
2 33 (27.05%) Security Cleared
3 7 (5.74%) PhD
Quality Assurance & Compliance
1 5 (4.10%) Data Quality
2 3 (2.46%) IFRS
2 3 (2.46%) IFRS 9
3 2 (1.64%) IAS 39
System Software
1 47 (38.52%) VMware Infrastructure
2 42 (34.43%) Hyper-V
3 5 (4.10%) Docker
Systems Management
1 5 (4.10%) Opscode Chef
1 5 (4.10%) Packer
2 2 (1.64%) Nessus
2 2 (1.64%) Nexpose
2 2 (1.64%) Nmap
2 2 (1.64%) QRadar
Vendors
1 57 (46.72%) Oracle
2 47 (38.52%) VMware
3 12 (9.84%) Informatica
4 10 (8.20%) Ab Initio
4 10 (8.20%) Tableau
5 8 (6.56%) MicroStrategy
6 7 (5.74%) Red Hat
7 6 (4.92%) Splunk
8 5 (4.10%) Aquila
9 2 (1.64%) Apple
9 2 (1.64%) ArcSight
9 2 (1.64%) Cloudera
9 2 (1.64%) Cognos
9 2 (1.64%) Intel
9 2 (1.64%) Intel Security
9 2 (1.64%) Microsoft
9 2 (1.64%) NetWitness
9 2 (1.64%) Qualys
9 2 (1.64%) SAP
9 2 (1.64%) Xamarin
Manchester, Lancashire
NCC Group
Salary: £competitive + company benefits + training
Posted: 2 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £70000 - £85000 per annum
Posted: 5 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 9 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 10 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 13 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 20 days ago
Manchester, Lancashire
NCC Group
Salary: Salary, Bonus, Pension, Holidays
Posted: 25 days ago