The statistics below represent IT jobs advertised across the England region that had Data Analyst featuring in the job title. Included is a guide to the salaries offered over the 3 months to 24 February 2017 with a comparison to same period over 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Analyst
UK / England
Rank 339 315 369
Rank change year-on-year
-24 +54
Permanent jobs requiring a Data Analyst 681 970 794
As % of all permanent IT jobs located in England 0.86% 1.02% 0.80%
As % of the Job Titles category 0.90% 1.05% 0.82%
Number of salaries quoted 592 806 646
Median salary £35,000 £39,000 £35,000
Median salary % change year-on-year
-10.25% +11.42%
90% offered a salary of more than £25,500 £26,000 £25,600
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £32,500 £35,000 £32,500
% change year-on-year
-7.14% +7.69%

The following table is for comparison with the above and provides statistics for the entire Job Titles category in permanent jobs advertised in the England region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of permanent jobs in the overall sample.

Job Titles Category
England
Permanent IT job ads with a match in the
Job Titles category
76071 92021 96267
As % of all permanent IT jobs located in England 96.34% 96.48% 96.73%
Number of salaries quoted 63569 78023 80199
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,000 £42,000 £40,000
% change year-on-year
- +5.00%

Data Analyst
Jobs Demand Trend in England

The demand trend of job ads across the England region that featured Data Analyst in the job title.

Data Analyst Jobs Demand Trend in England

Data Analyst
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analyst across the England region.

Data Analyst Salary Trend in England

Data Analyst
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Analyst across the England region over the 3 months to 24 February 2017.

Data Analyst Salary Histogram in England

Data Analyst
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analyst within the England region over the 3 months to 24 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
London -28 294 £40,000 -5.88% 47
South East +22 144 £32,500 -8.45% 18
North West -13 61 £33,000 +15.78% 14
East of England +21 42 £32,500 +8.33% 11
West Midlands +19 42 £26,000 -31.57% 8
Yorkshire -1 37 £35,000 +2.94% 10
East Midlands +13 34 £35,000 +12.00% 2
South West -30 21 £40,000 +25.00% 5
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 24 February 2017, Data Analyst job roles required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region featuring Data Analyst in the job title.

1 898 (63.73%) SQL
2 492 (34.92%) Data Analysis
3 430 (30.52%) Analytical Skills
4 429 (30.45%) Finance
5 390 (27.68%) MS Excel
6 363 (25.76%) Business Intelligence
7 355 (25.20%) Analytics
8 297 (21.08%) SQL Server
9 288 (20.44%) Microsoft
10 261 (18.52%) Degree
11 208 (14.76%) Data Quality
12 191 (13.56%) SQL Server Reporting Services
13 188 (13.34%) Mathematics
14 183 (12.99%) Data Modelling
15 182 (12.92%) SAS
16 175 (12.42%) Marketing
17 174 (12.35%) Data Warehouse
18 168 (11.92%) Tableau
19 154 (10.93%) SQL Server Integration Services
20 149 (10.57%) T-SQL
21 144 (10.22%) Data Management
22 143 (10.15%) Data Analytics
23 136 (9.65%) VBA
24 134 (9.51%) ETL
25 123 (8.73%) Statistics
26 121 (8.59%) Oracle
26 121 (8.59%) CRM
27 108 (7.67%) MS Office
28 106 (7.52%) Python
29 104 (7.38%) Retail

Data Analyst Skill Set
Top Related IT Skills in England 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
1 182 (12.92%) SAS
2 26 (1.85%) SharePoint
3 10 (0.71%) Apache Spark
4 8 (0.57%) Apache Pig
4 8 (0.57%) Confluence
5 7 (0.50%) Apache
6 4 (0.28%) Jupyter
6 4 (0.28%) Tomcat
6 4 (0.28%) WebLogic
7 3 (0.21%) IBM Notes
8 2 (0.14%) Exchange Server 2010
8 2 (0.14%) MS Exchange
9 1 (0.071%) ArcGIS
9 1 (0.071%) CMS
9 1 (0.071%) Mule
Applications
1 390 (27.68%) MS Excel
2 108 (7.67%) MS Office
3 67 (4.76%) MS PowerPoint
4 66 (4.68%) SPSS
5 21 (1.49%) Spreadsheet
6 17 (1.21%) MS Visio
7 7 (0.50%) MS Project
8 4 (0.28%) EngageOne
9 3 (0.21%) Simulink
9 3 (0.21%) SPSS Modeler
9 3 (0.21%) Stata
10 1 (0.071%) EViews
Business Applications
1 27 (1.92%) Dynamics CRM
2 22 (1.56%) FastStats
3 9 (0.64%) Salesforce.com CRM
4 7 (0.50%) Markit EDM
5 6 (0.43%) WebTrends
6 5 (0.35%) Adobe Campaign
7 4 (0.28%) Oracle HRMS
8 3 (0.21%) Cognos Business Intelligence
8 3 (0.21%) Eloqua
8 3 (0.21%) NetSuite
8 3 (0.21%) Raiser's Edge
8 3 (0.21%) SAP CO
8 3 (0.21%) SAP FI
8 3 (0.21%) SAP FI/CO
9 2 (0.14%) Aareon QL
9 2 (0.14%) Kypera Housing
9 2 (0.14%) MIS ActiveH
9 2 (0.14%) Northgate Housing
9 2 (0.14%) OPENHousing
9 2 (0.14%) Orchard Housing
Cloud Services
1 63 (4.47%) Google Analytics
2 12 (0.85%) Adobe Analytics
3 11 (0.78%) Microsoft Azure
4 8 (0.57%) Amazon AWS
5 6 (0.43%) AdWords
6 4 (0.28%) Google Cloud Platform
6 4 (0.28%) Taleo
7 3 (0.21%) Google Tag Manager
8 2 (0.14%) Firebase
9 1 (0.071%) AdSense
9 1 (0.071%) Amazon EMR
9 1 (0.071%) Boomi
9 1 (0.071%) SaaS
9 1 (0.071%) SmartFocus
Communications & Networking
1 16 (1.14%) LDAP
2 6 (0.43%) Internet
2 6 (0.43%) Multicast
2 6 (0.43%) TCP/IP
3 4 (0.28%) Firewall
4 3 (0.21%) Intranet
4 3 (0.21%) MPLS
4 3 (0.21%) SMS
5 2 (0.14%) BGP
5 2 (0.14%) FTP
5 2 (0.14%) LAN
5 2 (0.14%) Wireless
6 1 (0.071%) 2G
6 1 (0.071%) 3G
6 1 (0.071%) DNS
6 1 (0.071%) Extranet
6 1 (0.071%) OSPF
6 1 (0.071%) PSTN
6 1 (0.071%) Wi-Fi
6 1 (0.071%) X.25
Database & Business Intelligence
1 297 (21.08%) SQL Server
2 191 (13.56%) SQL Server Reporting Services
3 174 (12.35%) Data Warehouse
4 154 (10.93%) SQL Server Integration Services
5 88 (6.25%) MS Access
5 88 (6.25%) QlikView
6 80 (5.68%) Relational Database
7 79 (5.61%) Big Data
8 76 (5.39%) MySQL
9 74 (5.25%) Power BI
10 65 (4.61%) SQL Server Analysis Services
11 59 (4.19%) Data Mining
12 57 (4.05%) BusinessObjects
13 48 (3.41%) Hadoop
14 36 (2.56%) SQL Server 2008
14 36 (2.56%) SQL Server 2012
15 24 (1.70%) Crystal Reports
16 21 (1.49%) Spotfire
17 18 (1.28%) SQL Server 2014
17 18 (1.28%) Star Schema
Development Applications
1 15 (1.06%) JIRA
2 14 (0.99%) LSMW
3 13 (0.92%) Visual Studio
4 12 (0.85%) Team Foundation Server
5 8 (0.57%) SQL Server Management Studio (SSMS)
6 4 (0.28%) PowerBuilder
7 3 (0.21%) Talend Open Studio
7 3 (0.21%) Toad
8 2 (0.14%) ERwin
8 2 (0.14%) Oracle Forms
9 1 (0.071%) Eclipse
9 1 (0.071%) Git (software)
9 1 (0.071%) Oracle APEX
9 1 (0.071%) RStudio
9 1 (0.071%) Selenium
9 1 (0.071%) Visual Website Optimizer
9 1 (0.071%) WebDriver
9 1 (0.071%) XMLSpy
General
1 429 (30.45%) Finance
2 175 (12.42%) Marketing
3 104 (7.38%) Retail
4 89 (6.32%) Banking
5 56 (3.97%) Legal
6 31 (2.20%) Telecoms
7 25 (1.77%) Automotive
8 24 (1.70%) Investment Banking
9 23 (1.63%) Advertising
10 22 (1.56%) Law
11 19 (1.35%) Games
12 17 (1.21%) Manufacturing
13 16 (1.14%) Publishing
14 8 (0.57%) Billing
15 6 (0.43%) Front Office
16 5 (0.35%) Financial Institution
16 5 (0.35%) Music Industry
16 5 (0.35%) Pharmaceutical
17 4 (0.28%) Mandarin Language
17 4 (0.28%) Retail Banking
Libraries, Frameworks & Software Standards
1 34 (2.41%) XML
2 18 (1.28%) .NET
3 16 (1.14%) MDX
3 16 (1.14%) SailPoint
4 15 (1.06%) HTML
5 9 (0.64%) Web Services
6 8 (0.57%) Pandas
7 7 (0.50%) CSS
8 6 (0.43%) EDI
9 5 (0.35%) ASP.NET
10 4 (0.28%) D3.js
11 3 (0.21%) JSON
12 2 (0.14%) Apache Flex
12 2 (0.14%) Mason
12 2 (0.14%) SciPy
13 1 (0.071%) Django
13 1 (0.071%) HTML5
13 1 (0.071%) LINQ
13 1 (0.071%) NumPy
13 1 (0.071%) RESTful
Miscellaneous
1 430 (30.52%) Analytical Skills
2 92 (6.53%) Computer Science
3 73 (5.18%) Management Information System
4 50 (3.55%) Data Structures
5 34 (2.41%) FMCG
6 31 (2.20%) Reference Data
7 25 (1.77%) Fixed Income
8 24 (1.70%) Algorithms
9 19 (1.35%) Social Media
10 17 (1.21%) Foreign Exchange (FX)
11 15 (1.06%) Equities
11 15 (1.06%) Mobile App
12 13 (0.92%) Data Centre
13 12 (0.85%) Fintech
14 11 (0.78%) Credit Risk
14 11 (0.78%) User Experience
15 9 (0.64%) iPad
16 8 (0.57%) NHS
17 7 (0.50%) Life Science
17 7 (0.50%) Xbox
Operating Systems
1 29 (2.06%) Linux
2 13 (0.92%) Windows
3 9 (0.64%) Unix
4 2 (0.14%) Windows Server 2003
4 2 (0.14%) Windows Vista
4 2 (0.14%) Windows XP
5 1 (0.071%) Solaris
5 1 (0.071%) Ubuntu
Processes & Methodologies
1 492 (34.92%) Data Analysis
2 363 (25.76%) Business Intelligence
3 355 (25.20%) Analytics
4 188 (13.34%) Mathematics
5 183 (12.99%) Data Modelling
6 144 (10.22%) Data Management
7 143 (10.15%) Data Analytics
8 134 (9.51%) ETL
9 123 (8.73%) Statistics
10 121 (8.59%) CRM
11 92 (6.53%) Visualisation
12 87 (6.17%) Agile Software Development
13 83 (5.89%) Stakeholder Management
14 80 (5.68%) Migration
15 72 (5.11%) Data Cleansing
16 71 (5.04%) Data Migration
17 68 (4.83%) E-Commerce
18 53 (3.76%) Risk Management
19 46 (3.26%) Economics
20 45 (3.19%) Statistical Analysis
Programming Languages
1 898 (63.73%) SQL
2 149 (10.57%) T-SQL
3 136 (9.65%) VBA
4 106 (7.52%) Python
5 85 (6.03%) R
6 45 (3.19%) PL/SQL
7 42 (2.98%) Java
8 33 (2.34%) MATLAB
9 31 (2.20%) VB
10 28 (1.99%) JavaScript
11 27 (1.92%) C#
12 17 (1.21%) PowerShell
13 16 (1.14%) BeanShell
14 15 (1.06%) ABAP
15 13 (0.92%) PHP
16 10 (0.71%) C++
17 7 (0.50%) Perl
17 7 (0.50%) Ruby
18 6 (0.43%) C
19 4 (0.28%) Shell Script
Qualifications
1 261 (18.52%) Degree
2 15 (1.06%) CISA
2 15 (1.06%) ISEB
3 14 (0.99%) PCI QSA
4 13 (0.92%) Security Cleared
5 11 (0.78%) SC Cleared
6 10 (0.71%) PhD
7 7 (0.50%) MCSA
7 7 (0.50%) Microsoft Certification
8 6 (0.43%) Cisco Certification
9 5 (0.35%) CCNA
9 5 (0.35%) CFA
9 5 (0.35%) DBS Check
10 4 (0.28%) CCENT
10 4 (0.28%) ISEB Practitioner
10 4 (0.28%) MCSE
11 3 (0.21%) ACCA
11 3 (0.21%) CIMA
11 3 (0.21%) ISTQB
11 3 (0.21%) MBA
Quality Assurance & Compliance
1 208 (14.76%) Data Quality
2 36 (2.56%) QA
3 33 (2.34%) SLA
4 30 (2.13%) PCI DSS
5 26 (1.85%) ISO/IEC 27001
6 9 (0.64%) ISO22301
7 5 (0.35%) Solvency II
8 4 (0.28%) IAS 39
8 4 (0.28%) IFRS
8 4 (0.28%) IFRS 9
9 2 (0.14%) Actionable Recommendations
10 1 (0.071%) CDISC
10 1 (0.071%) Dodd-Frank
10 1 (0.071%) EMIR
10 1 (0.071%) FATCA
10 1 (0.071%) GMP
10 1 (0.071%) ISO 9001
10 1 (0.071%) MiFID
10 1 (0.071%) UCITS
System Software
1 22 (1.56%) Active Directory
2 6 (0.43%) VMware Infrastructure
2 6 (0.43%) vSphere
3 3 (0.21%) Firmware
4 2 (0.14%) XenApp
5 1 (0.071%) Hyper-V
5 1 (0.071%) Oracle RAC
5 1 (0.071%) Time Sharing Option
5 1 (0.071%) Virtual Servers
Systems Management
1 8 (0.57%) HP Quality Center
2 2 (0.14%) Control-M
2 2 (0.14%) OPNET
2 2 (0.14%) SCCM
2 2 (0.14%) Tivoli
3 1 (0.071%) Cisco CUCM
3 1 (0.071%) Cisco Prime
3 1 (0.071%) QRadar
Vendors
1 288 (20.44%) Microsoft
2 168 (11.92%) Tableau
3 121 (8.59%) Oracle
4 72 (5.11%) Google
5 58 (4.12%) SAP
6 35 (2.48%) Salesforce.com
7 33 (2.34%) Cognos
8 22 (1.56%) IBM
9 20 (1.42%) Teradata
10 19 (1.35%) Informatica
11 18 (1.28%) Bloomberg
12 17 (1.21%) Alteryx
13 15 (1.06%) MicroStrategy
14 14 (0.99%) Adobe
14 14 (0.99%) Reuters
15 12 (0.85%) Actimize
15 12 (0.85%) Coremetrics
16 11 (0.78%) Cisco
17 10 (0.71%) CA Agile Central
17 10 (0.71%) Sybase
Havant, Hampshire
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 7 hours ago
London
Mortimer Spinks
Posted: 7 hours ago
Chester, Cheshire
Oscar
Salary: £32000 - £35000 per annum + Benefits
Posted: 4 hours ago
Havant, Hampshire
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 7 hours ago
Cheltenham, Gloucestershire
Anatwine
Salary: From £30,000 to £34,000 per annum
Posted: 5 hours ago
South East London
Ventula Consulting Ltd
Salary: From £40,000 to £45,000 per annum £40,000- £45,000
Posted: 6 hours ago
Telford, Shropshire
Lorien Resourcing
Salary: £1 per annum
Posted: Yesterday
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: 11 hours ago
London
Networking People
Salary: £30000 - £45000 per annum
Posted: 4 hours ago
East London
Lorien Resourcing
Salary: £40000 - £55000 per annum + Bonus + Benefits
Posted: 8 hours ago
London
TLP Consultancy Ltd.
Salary: £66400 - £76400 per annum + Excellent benefits
Posted: 10 hours ago
Twickenham, Middlesex
Cyber Team
Salary: From £35,000 to £55,000 per annum Excellent Benefits Package
Posted: 4 hours ago
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 2 hours ago
London
Venturi
Salary: £30000.00 - £35000.00 per annum + Bonus & Benefits
Posted: 8 hours ago
Beaconsfield, Buckinghamshire
Go IT Recruitment Ltd
Salary: From £24,000 to £26,000 per annum + bonuses + excellent benefits
Posted: Yesterday
Derbyshire
Certes Computing Ltd
Salary: £23000 - £28000 per annum
Posted: Yesterday
London
McGregor Boyall
Salary: £30000 - £35000 per annum
Posted: Yesterday
City, London
Itecco
Salary: £35000 per annum + Fantastic Benefits
Posted: 3 hours ago
Epsom, Surrey
TLP Consultancy Ltd.
Salary: £26000 - £28500 per annum
Posted: 3 days ago
Newcastle Upon Tyne, Tyne and Wear
Morson International
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum
Posted: 3 days ago
East Grinstead, West Sussex
Understanding Recruitment
Salary: £27000.00 - £29000.00 per annum + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 2 days ago
Merseyside
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £35000.00 per annum
Posted: 2 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum
Posted: 4 days ago
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £30000 per annum + Benefits + Training
Posted: 3 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 2 days ago
South East London
Ventula Consulting Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 3 days ago