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 September 2016 with a comparison to same period over 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Analyst
Rank 339 315 331
Rank change year-on-year
-24 +16
Permanent jobs requiring a Data Analyst 774 983 959
As % of all permanent IT jobs located in England 0.87% 0.96% 0.90%
As % of the Job Titles category 0.91% 1.00% 0.93%
Number of salaries quoted 674 811 792
Median salary £37,500 £37,250 £35,000
Median salary % change year-on-year
+0.67% +6.42%
90% offered a salary of more than £25,000 £25,000 £24,500
10% offered a salary of more than £57,500 £60,000 £52,800
UK excluding London median salary £32,500 £32,500 £32,500
Data Analyst
UK

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
85387 98349 102901
As % of all permanent IT jobs located in England 96.29% 96.25% 96.40%
Number of salaries quoted 72079 82738 83928
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 £26,500 £26,500
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,250 £40,000 £40,000
% change year-on-year
+5.62% -

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 September 2016.

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 September 2016. 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
(Click see detailed
statistics and trends)
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 -39 344 £45,000 - 36
South East +25 157 £33,000 -5.71% 14
North West +33 64 £31,500 - 13
East of England +6 55 £42,500 +41.66% 7
West Midlands -18 53 £35,000 +11.11% 2
South West +1 47 £31,500 -3.07% 4
Yorkshire +8 28 £25,750 -7.20% 1
East Midlands +15 22 £36,250 +20.83% 1
North East +9 4 £40,000 +92.77%
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 24 September 2016, 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.

1 995 (63.13%) SQL
2 615 (39.02%) Analytical Skills
3 542 (34.39%) Data Analysis
4 531 (33.69%) Finance
5 431 (27.35%) Business Intelligence
6 408 (25.89%) Analytics
7 382 (24.24%) Degree
8 348 (22.08%) SQL Server
9 319 (20.24%) MS Excel
10 290 (18.40%) Microsoft
11 251 (15.93%) Marketing
12 228 (14.47%) Data Quality
13 216 (13.71%) Data Management
14 206 (13.07%) Data Modelling
15 203 (12.88%) Data Warehouse
16 198 (12.56%) SAS
17 194 (12.31%) Tableau
18 190 (12.06%) ETL
19 185 (11.74%) Oracle
20 183 (11.61%) Mathematics
21 177 (11.23%) SQL Server Reporting Services
21 177 (11.23%) Data Analytics
22 159 (10.09%) Visualisation
23 149 (9.45%) SQL Server Integration Services
24 139 (8.82%) Statistics
24 139 (8.82%) Python
24 139 (8.82%) QlikView
25 138 (8.76%) VBA
25 138 (8.76%) T-SQL
26 132 (8.38%) MS Office

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
1 198 (12.56%) SAS
2 37 (2.35%) Apache Spark
3 28 (1.78%) SharePoint
4 22 (1.40%) Apache Pig
5 13 (0.82%) Confluence
6 8 (0.51%) JBoss
7 7 (0.44%) ArcGIS
8 6 (0.38%) NetWeaver
8 6 (0.38%) SAP EP
8 6 (0.38%) SAP Portal
9 4 (0.25%) Elasticsearch
9 4 (0.25%) Xceptor
10 3 (0.19%) PowerExchange
11 2 (0.13%) Exchange Server 2013
12 1 (0.063%) Apache
12 1 (0.063%) CMS
12 1 (0.063%) MS Exchange
12 1 (0.063%) SharePoint 2010
12 1 (0.063%) SharePoint 2013
12 1 (0.063%) Tomcat
Applications
1 319 (20.24%) MS Excel
2 132 (8.38%) MS Office
3 91 (5.77%) MS PowerPoint
4 70 (4.44%) SPSS
5 35 (2.22%) MS Visio
6 29 (1.84%) Spreadsheet
7 5 (0.32%) Stata
8 4 (0.25%) AutoCAD
9 2 (0.13%) MS Project
10 1 (0.063%) Acrobat
10 1 (0.063%) DOC1
Business Applications
1 32 (2.03%) FastStats
2 15 (0.95%) Dynamics CRM
3 13 (0.82%) Dynamics AX
4 12 (0.76%) Markit EDM
5 11 (0.70%) SAP CO
5 11 (0.70%) SAP FI
5 11 (0.70%) SAP FI/CO
5 11 (0.70%) SAP MDM
5 11 (0.70%) SAP Oil and Gas
5 11 (0.70%) WebTrends
6 9 (0.57%) OpenText VIM for SAP
6 9 (0.57%) SAP MM
6 9 (0.57%) SAP SD
7 8 (0.51%) Adobe Campaign
8 6 (0.38%) Oracle EBS
8 6 (0.38%) Oracle Procure-to-Pay
8 6 (0.38%) SAP SRM
9 5 (0.32%) Cognos TM1
9 5 (0.32%) Maximo
9 5 (0.32%) Oracle Utilities
Cloud Services
1 47 (2.98%) Google Analytics
2 18 (1.14%) Amazon AWS
3 8 (0.51%) Google Cloud Platform
4 5 (0.32%) AdWords
5 4 (0.25%) Taleo
6 3 (0.19%) Adobe Analytics
6 3 (0.19%) Amazon EC2
6 3 (0.19%) Amazon EMR
7 2 (0.13%) SaaS
7 2 (0.13%) SmartFocus
8 1 (0.063%) PaaS
Communications & Networking
1 14 (0.89%) Multicast
1 14 (0.89%) TCP/IP
2 11 (0.70%) Internet
3 7 (0.44%) Wireless
4 5 (0.32%) Converged Networks
4 5 (0.32%) VoIP
5 3 (0.19%) LAN
5 3 (0.19%) SMS
5 3 (0.19%) WLAN
6 2 (0.13%) Wi-Fi
7 1 (0.063%) 2G
7 1 (0.063%) 3G
7 1 (0.063%) 4G
7 1 (0.063%) Cisco Wireless
7 1 (0.063%) Firewall
7 1 (0.063%) FTP
7 1 (0.063%) GPRS
7 1 (0.063%) GSM
7 1 (0.063%) LTE
7 1 (0.063%) UMTS
Database & Business Intelligence
1 348 (22.08%) SQL Server
2 203 (12.88%) Data Warehouse
3 177 (11.23%) SQL Server Reporting Services
4 149 (9.45%) SQL Server Integration Services
5 139 (8.82%) QlikView
6 130 (8.25%) Big Data
7 108 (6.85%) BusinessObjects
8 91 (5.77%) Relational Database
9 81 (5.14%) Hadoop
10 72 (4.57%) MySQL
11 60 (3.81%) Crystal Reports
11 60 (3.81%) Data Mining
12 56 (3.55%) MS Access
13 50 (3.17%) NoSQL
14 40 (2.54%) Power BI
14 40 (2.54%) SQL Server Analysis Services
15 33 (2.09%) Amazon Redshift
16 32 (2.03%) SQL Server 2008
17 30 (1.90%) Apache Hive
18 29 (1.84%) SQL Server 2012
Development Applications
1 30 (1.90%) Talend Open Studio
2 22 (1.40%) JIRA
3 19 (1.21%) SQL Server Management Studio (SSMS)
4 17 (1.08%) Team Foundation Server
5 9 (0.57%) Eclipse
6 7 (0.44%) Selenium
6 7 (0.44%) Visual Studio
7 6 (0.38%) Jenkins
8 3 (0.19%) Git (software)
8 3 (0.19%) Oracle Forms
9 2 (0.13%) Toad
10 1 (0.063%) ERwin
10 1 (0.063%) SoapUI
10 1 (0.063%) Subversion
General
1 531 (33.69%) Finance
2 251 (15.93%) Marketing
3 107 (6.79%) Banking
4 101 (6.41%) Retail
5 39 (2.47%) Telecoms
6 38 (2.41%) Games
7 33 (2.09%) Investment Banking
8 30 (1.90%) Manufacturing
9 27 (1.71%) Advertising
10 26 (1.65%) Legal
11 24 (1.52%) Front Office
12 23 (1.46%) Publishing
13 21 (1.33%) Pharmaceutical
14 20 (1.27%) Electronics
15 17 (1.08%) Back Office
16 16 (1.02%) Financial Institution
17 14 (0.89%) Law
18 12 (0.76%) Automotive
18 12 (0.76%) German Language
19 11 (0.70%) Billing
Libraries, Frameworks & Software Standards
1 59 (3.74%) XML
2 47 (2.98%) .NET
3 20 (1.27%) JSON
4 18 (1.14%) HTML
5 14 (0.89%) MDX
6 13 (0.82%) Spark Streaming
7 11 (0.70%) Web Services
8 7 (0.44%) ASP.NET
8 7 (0.44%) Lucene
8 7 (0.44%) SAP XI
9 6 (0.38%) BAPI
9 6 (0.38%) ODBC
9 6 (0.38%) SAP ALE
9 6 (0.38%) SAP Basis
9 6 (0.38%) SAP PI
9 6 (0.38%) Web Dynpro
10 5 (0.32%) Hibernate
10 5 (0.32%) jQuery
10 5 (0.32%) Oracle Fusion
10 5 (0.32%) SOAP
Miscellaneous
1 615 (39.02%) Analytical Skills
2 183 (11.61%) Mathematics
3 159 (10.09%) Visualisation
4 139 (8.82%) Statistics
5 130 (8.25%) Computer Science
6 119 (7.55%) Management Information System
7 71 (4.51%) Economics
8 49 (3.11%) Data Structures
9 48 (3.05%) Reference Data
10 40 (2.54%) Data Integration
11 36 (2.28%) Data Extraction
12 26 (1.65%) Algorithms
13 23 (1.46%) Fixed Income
14 19 (1.21%) FMCG
15 18 (1.14%) Equities
16 17 (1.08%) Social Media
17 16 (1.02%) Data Centre
17 16 (1.02%) User Experience
18 15 (0.95%) Physics
19 14 (0.89%) NHS
Operating Systems
1 44 (2.79%) Windows
2 33 (2.09%) Linux
3 32 (2.03%) Unix
4 10 (0.63%) Red Hat Enterprise Linux
5 7 (0.44%) Apple iOS
5 7 (0.44%) Windows Vista
5 7 (0.44%) Windows XP
6 5 (0.32%) CentOS
6 5 (0.32%) Windows Server
6 5 (0.32%) Windows Server 2003
7 4 (0.25%) Android
8 2 (0.13%) Ubuntu
8 2 (0.13%) Windows 8
8 2 (0.13%) Windows Server 2012
9 1 (0.063%) AIX
9 1 (0.063%) OS/400
Processes & Methodologies
1 542 (34.39%) Data Analysis
2 431 (27.35%) Business Intelligence
3 408 (25.89%) Analytics
4 216 (13.71%) Data Management
5 206 (13.07%) Data Modelling
6 190 (12.06%) ETL
7 177 (11.23%) Data Analytics
8 119 (7.55%) Agile Software Development
9 100 (6.35%) CRM
10 93 (5.90%) Business Analysis
11 91 (5.77%) Data Governance
12 88 (5.58%) Stakeholder Management
13 87 (5.52%) Data Visualisation
14 80 (5.08%) Data Cleansing
14 80 (5.08%) Migration
15 78 (4.95%) Validation
16 64 (4.06%) Project Management
17 58 (3.68%) Statistical Modelling
18 57 (3.62%) ITIL
19 51 (3.24%) Information Management
Programming Languages
1 995 (63.13%) SQL
2 139 (8.82%) Python
3 138 (8.76%) T-SQL
3 138 (8.76%) VBA
4 119 (7.55%) R
5 78 (4.95%) Java
6 65 (4.12%) PL/SQL
7 45 (2.86%) C#
8 38 (2.41%) JavaScript
9 35 (2.22%) VB
10 29 (1.84%) MATLAB
11 27 (1.71%) Scala
12 22 (1.40%) C
12 22 (1.40%) C++
13 19 (1.21%) PHP
14 16 (1.02%) Shell Script
14 16 (1.02%) VB.NET
15 11 (0.70%) PowerShell
16 10 (0.63%) Perl
17 6 (0.38%) ABAP
Qualifications
1 382 (24.24%) Degree
2 31 (1.97%) Security Cleared
3 19 (1.21%) Microsoft Certification
4 17 (1.08%) PhD
5 12 (0.76%) Cisco Certification
6 11 (0.70%) CCNA
6 11 (0.70%) SC Cleared
7 9 (0.57%) CISA
7 9 (0.57%) ISTQB
7 9 (0.57%) PCI QSA
8 8 (0.51%) ITIL Certification
8 8 (0.51%) MBA
8 8 (0.51%) MCSA
9 7 (0.44%) DV Cleared
9 7 (0.44%) ISEB
9 7 (0.44%) ISTQB Foundation Certification
10 6 (0.38%) ACCA
10 6 (0.38%) CCENT
10 6 (0.38%) CIMA
10 6 (0.38%) DBS Check
Quality Assurance & Compliance
1 228 (14.47%) Data Quality
2 53 (3.36%) QA
3 44 (2.79%) SLA
4 9 (0.57%) PCI DSS
5 6 (0.38%) Dodd-Frank
5 6 (0.38%) Solvency II
6 5 (0.32%) EMIR
7 4 (0.25%) GMP
7 4 (0.25%) MiFID
8 3 (0.19%) COREP
8 3 (0.19%) FINREP
9 2 (0.13%) FATCA
9 2 (0.13%) SSAE 16
10 1 (0.063%) Actionable Recommendations
10 1 (0.063%) CRD IV
10 1 (0.063%) ISO20022
System Software
1 15 (0.95%) Active Directory
2 9 (0.57%) VMware Infrastructure
3 5 (0.32%) Oracle RAC
4 2 (0.13%) Hyper-V
5 1 (0.063%) HDFS
Systems Management
1 7 (0.44%) Control-M
1 7 (0.44%) HP Quality Center
2 5 (0.32%) Thomson Reuters DACS
3 3 (0.19%) Cisco CUCM
4 1 (0.063%) EnCase
4 1 (0.063%) FTK
4 1 (0.063%) Oracle EDQ
4 1 (0.063%) Tivoli
Vendors
1 290 (18.40%) Microsoft
2 194 (12.31%) Tableau
3 185 (11.74%) Oracle
4 101 (6.41%) SAP
5 82 (5.20%) Informatica
6 74 (4.70%) Cognos
7 64 (4.06%) Google
8 30 (1.90%) Talend
9 28 (1.78%) MicroStrategy
10 26 (1.65%) Teradata
11 25 (1.59%) Bloomberg
12 23 (1.46%) Ab Initio
13 21 (1.33%) Cisco
13 21 (1.33%) Salesforce.com
14 18 (1.14%) Netezza
14 18 (1.14%) TIBCO
15 16 (1.02%) IBM
16 14 (0.89%) Reuters
17 13 (0.82%) Trillium
17 13 (0.82%) Vertica
Liverpool, Merseyside
Maclean Moore Consulting
Posted: Yesterday
Redhill, Surrey
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: Yesterday
Ruislip, Middlesex
Experis Ltd
Salary: £22000.00 - £30000.00 per annum + Benefits
Posted: Yesterday
Colchester, Essex
Tec Partners
Salary: £40000.00 per annum
Posted: 3 days ago
London
Talent International
Salary: £30000 - £40000 per annum + Benefits
Posted: Yesterday
Beverley, North Humberside
Fruition IT Resources Limited
Salary: £18000 - £24000 per annum + Excellent Benefits
Posted: 4 days ago
London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
Buxton, Derbyshire
HAYS INFORMATION TECHNOLOGY
Salary: £20000.00 - £30000.00 per annum
Posted: 5 days ago
Essex
Oscar
Salary: £25000 - £30000 per annum
Posted: 2 days ago
Peterborough, Cambridgeshire
Circle Recruitment
Salary: £20000 - £25000 per annum + Benefits
Posted: 2 days ago
Oxford, Oxfordshire
X4 Group
Salary: £50k - 70k per year
Posted: Yesterday
Reading, Berkshire
McGregor Boyall
Salary: £25000 - £27000 per annum + gym pen
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
London
Salt
Salary: £20000 - £25000 per annum
Posted: 4 days ago
Southampton, Hampshire
CV Screen Ltd
Salary: £28k - 35k per year + Benefits
Posted: 5 days ago
Altrincham, Cheshire
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: 4 days ago
Gloucestershire
Spring Technology
Salary: £30000.00 - £34000.00 per annum + + Benefits
Posted: 3 days ago
London
Hays Finance Technology
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 3 days ago
London
Hays Finance Technology
Salary: £65000.00 - £90000.00 per annum + bonus
Posted: 4 days ago
City, London
Ashdown IT
Salary: £30000 - £35000 per annum + benefits inc. bonus
Posted: 5 days ago
Reigate, Surrey
Eames Consulting
Salary: £45000 - £60000 per annum + Excellent Benefits
Posted: 4 days ago
Manchester, Lancashire
Search Consultancy
Salary: Benefits
Posted: 5 days ago
London
Twenty Recruitment Group
Salary: £70000.00 - £80000.00 per annum
Posted: 3 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum + Excellent Benefits
Posted: 6 days ago
Bristol, Avon
Novate IT Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 8 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 4 days ago
Egham, Surrey
Spargonet Consulting Plc
Salary: Excellent Benefits
Posted: 6 days ago
Liverpool, Merseyside
ninesharp
Salary: £25000 - £30000 per annum + Pension, Healthcare Plan etc
Posted: 4 days ago