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 28 June 2016 with a comparison to same period over 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Analyst
Rank 349 328 364
Rank change year-on-year
-21 +36
Permanent jobs requiring a Data Analyst 799 958 891
As % of all permanent IT jobs located in England 0.87% 0.94% 0.80%
As % of the Job Titles category 0.90% 0.97% 0.83%
Number of salaries quoted 691 766 751
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £25,250 £24,000 £26,000
10% offered a salary of more than £63,750 £65,000 £57,500
UK excluding London median salary £35,000 £32,500 £35,000
% change year-on-year
+7.69% -7.14%
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
88740 98545 107138
As % of all permanent IT jobs located in England 96.38% 96.51% 96.50%
Number of salaries quoted 75724 82192 88489
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 £27,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 28 June 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 28 June 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 -34 383 £47,500 - 34
South East +23 146 £37,000 -7.50% 21
South West +33 78 £38,500 +18.46% 7
North West +25 52 £27,500 - 14
West Midlands -23 49 £35,000 +22.59% 9
East of England +19 45 £40,000 +31.14% 12
Yorkshire +9 25 £28,750 -4.16% 13
East Midlands -18 17 £33,000 +26.92% 5
North East +3 6 £40,000 +60.00% 4
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 28 June 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 1094 (63.02%) SQL
2 662 (38.13%) Analytical Skills
3 556 (32.03%) Data Analysis
4 529 (30.47%) Finance
5 463 (26.67%) Business Intelligence
6 444 (25.58%) Analytics
7 404 (23.27%) Degree
8 347 (19.99%) SQL Server
9 345 (19.87%) MS Excel
10 301 (17.34%) Microsoft
11 293 (16.88%) Marketing
12 273 (15.73%) Data Management
13 265 (15.26%) Data Quality
14 259 (14.92%) SAS
15 228 (13.13%) Data Warehouse
16 225 (12.96%) Data Modelling
17 217 (12.50%) ETL
18 202 (11.64%) Mathematics
19 199 (11.46%) Data Analytics
20 196 (11.29%) Tableau
21 189 (10.89%) SQL Server Reporting Services
22 182 (10.48%) Visualisation
23 181 (10.43%) QlikView
24 178 (10.25%) Oracle
25 171 (9.85%) SQL Server Integration Services
26 162 (9.33%) VBA
27 159 (9.16%) Statistics
28 158 (9.10%) Big Data
29 154 (8.87%) R
29 154 (8.87%) Python

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
1 259 (14.92%) SAS
2 33 (1.90%) Apache Spark
3 29 (1.67%) SharePoint
4 20 (1.15%) Apache Pig
5 10 (0.58%) JBoss
6 9 (0.52%) Confluence
7 8 (0.46%) BizTalk Server
8 4 (0.23%) ArcGIS
9 3 (0.17%) NetWeaver
9 3 (0.17%) PowerExchange
10 2 (0.12%) Apache
10 2 (0.12%) Elasticsearch
10 2 (0.12%) Exchange Server 2013
10 2 (0.12%) SharePoint 2010
10 2 (0.12%) SharePoint 2013
11 1 (0.058%) CMS
11 1 (0.058%) IBM Notes
11 1 (0.058%) MS Exchange
11 1 (0.058%) Tomcat
11 1 (0.058%) WebLogic
Applications
1 345 (19.87%) MS Excel
2 121 (6.97%) MS Office
3 78 (4.49%) MS PowerPoint
4 70 (4.03%) SPSS
5 35 (2.02%) MS Visio
6 27 (1.56%) Spreadsheet
7 9 (0.52%) Photoshop
8 3 (0.17%) Stata
9 1 (0.058%) Acrobat
9 1 (0.058%) AutoCAD
9 1 (0.058%) EViews
9 1 (0.058%) MS Project
9 1 (0.058%) S-PLUS
Business Applications
1 19 (1.09%) Dynamics CRM
2 16 (0.92%) SAP Oil and Gas
3 14 (0.81%) FastStats
3 14 (0.81%) Markit EDM
4 11 (0.63%) Adobe Campaign
5 8 (0.46%) SAP MDM
6 6 (0.35%) Oracle Procure-to-Pay
6 6 (0.35%) Salesforce.com CRM
6 6 (0.35%) SAP HR
7 5 (0.29%) Dynamics AX
7 5 (0.29%) OpenText VIM for SAP
7 5 (0.29%) SAP Business One
8 4 (0.23%) Cognos TM1
8 4 (0.23%) Maximo
8 4 (0.23%) SAP CO
8 4 (0.23%) SAP FI
8 4 (0.23%) SAP FI/CO
8 4 (0.23%) SAP Payroll
8 4 (0.23%) SAP R/3
8 4 (0.23%) SAP SD
Cloud Services
1 48 (2.76%) Google Analytics
2 22 (1.27%) Amazon AWS
3 10 (0.58%) Adobe Analytics
4 9 (0.52%) Google Tag Manager
5 6 (0.35%) SaaS
5 6 (0.35%) SmartFocus
6 4 (0.23%) GitHub
7 3 (0.17%) Microsoft Azure
8 2 (0.12%) Office 365
9 1 (0.058%) AdWords
9 1 (0.058%) Google Drive
Communications & Networking
1 10 (0.58%) Internet
1 10 (0.58%) Multicast
1 10 (0.58%) TCP/IP
2 7 (0.40%) Wireless
3 5 (0.29%) VoIP
4 4 (0.23%) Converged Networks
4 4 (0.23%) Firewall
4 4 (0.23%) LAN
5 3 (0.17%) SMS
6 2 (0.12%) VPN
6 2 (0.12%) WAN
6 2 (0.12%) WLAN
7 1 (0.058%) BIG-IP
7 1 (0.058%) Cisco Wireless
7 1 (0.058%) DNS
7 1 (0.058%) FTP
7 1 (0.058%) Intrusion Detection
7 1 (0.058%) RFID
7 1 (0.058%) SSL
7 1 (0.058%) Wi-Fi
Database & Business Intelligence
1 347 (19.99%) SQL Server
2 228 (13.13%) Data Warehouse
3 189 (10.89%) SQL Server Reporting Services
4 181 (10.43%) QlikView
5 171 (9.85%) SQL Server Integration Services
6 158 (9.10%) Big Data
7 114 (6.57%) Relational Database
8 101 (5.82%) Data Mining
9 91 (5.24%) BusinessObjects
10 80 (4.61%) Hadoop
11 74 (4.26%) MS Access
12 65 (3.74%) SQL Server Analysis Services
13 52 (3.00%) NoSQL
14 51 (2.94%) Crystal Reports
15 45 (2.59%) MongoDB
15 45 (2.59%) MySQL
16 38 (2.19%) SQL Server 2008
17 34 (1.96%) Power BI
17 34 (1.96%) RDBMS
18 32 (1.84%) SQL Server 2012
Development Applications
1 39 (2.25%) Talend Open Studio
2 20 (1.15%) JIRA
3 18 (1.04%) Team Foundation Server
4 16 (0.92%) SQL Server Management Studio (SSMS)
5 13 (0.75%) Eclipse
6 10 (0.58%) Jenkins
7 9 (0.52%) Git (software)
8 8 (0.46%) Selenium
8 8 (0.46%) Visual Studio
9 4 (0.23%) ERwin
10 2 (0.12%) MagicDraw
10 2 (0.12%) Oracle Forms
11 1 (0.058%) ClearCase
11 1 (0.058%) Mercurial
11 1 (0.058%) SoapUI
11 1 (0.058%) Subversion
General
1 529 (30.47%) Finance
2 293 (16.88%) Marketing
3 118 (6.80%) Banking
4 95 (5.47%) Retail
5 58 (3.34%) Telecoms
6 35 (2.02%) Legal
7 33 (1.90%) Advertising
8 31 (1.79%) Manufacturing
9 28 (1.61%) Automotive
10 26 (1.50%) Front Office
10 26 (1.50%) Games
11 25 (1.44%) Law
11 25 (1.44%) Pharmaceutical
12 24 (1.38%) Electronics
13 23 (1.32%) Investment Banking
13 23 (1.32%) Publishing
14 17 (0.98%) Financial Institution
15 14 (0.81%) Billing
16 13 (0.75%) Spanish Language
17 12 (0.69%) German Language
Libraries, Frameworks & Software Standards
1 45 (2.59%) XML
2 39 (2.25%) .NET
3 29 (1.67%) HTML
4 22 (1.27%) JSON
5 15 (0.86%) D3.js
5 15 (0.86%) MDX
5 15 (0.86%) Spark Streaming
6 14 (0.81%) CSS
6 14 (0.81%) Web Services
7 12 (0.69%) ODBC
8 6 (0.35%) Matplotlib
8 6 (0.35%) NumPy
8 6 (0.35%) SciPy
9 5 (0.29%) ASP.NET
9 5 (0.29%) REST
10 4 (0.23%) jQuery
10 4 (0.23%) Middleware
10 4 (0.23%) Node.js
10 4 (0.23%) SOAP
10 4 (0.23%) Spring XD
Miscellaneous
1 662 (38.13%) Analytical Skills
2 202 (11.64%) Mathematics
3 182 (10.48%) Visualisation
4 159 (9.16%) Statistics
5 140 (8.06%) Computer Science
6 100 (5.76%) Management Information System
7 84 (4.84%) Data Structures
8 80 (4.61%) Economics
9 44 (2.53%) Reference Data
10 38 (2.19%) Data Integration
11 34 (1.96%) Data Extraction
12 33 (1.90%) Algorithms
13 30 (1.73%) Hedge funds
14 29 (1.67%) Equities
15 27 (1.56%) Fixed Income
16 25 (1.44%) User Experience
17 24 (1.38%) FMCG
17 24 (1.38%) Physics
18 23 (1.32%) Derivative
19 22 (1.27%) NHS
Operating Systems
1 42 (2.42%) Windows
2 24 (1.38%) Unix
3 21 (1.21%) Linux
4 11 (0.63%) Apple iOS
5 7 (0.40%) Android
6 5 (0.29%) CentOS
7 3 (0.17%) Windows Server
8 2 (0.12%) Red Hat Enterprise Linux
8 2 (0.12%) Ubuntu
8 2 (0.12%) Windows 8
8 2 (0.12%) Windows Server 2012
8 2 (0.12%) Windows Vista
8 2 (0.12%) Windows XP
9 1 (0.058%) AIX
Processes & Methodologies
1 556 (32.03%) Data Analysis
2 463 (26.67%) Business Intelligence
3 444 (25.58%) Analytics
4 273 (15.73%) Data Management
5 225 (12.96%) Data Modelling
6 217 (12.50%) ETL
7 199 (11.46%) Data Analytics
8 149 (8.58%) CRM
9 128 (7.37%) Agile Software Development
10 117 (6.74%) Data Governance
11 110 (6.34%) Business Analysis
12 106 (6.11%) Stakeholder Management
13 92 (5.30%) Data Visualisation
14 88 (5.07%) Migration
15 74 (4.26%) Validation
16 72 (4.15%) Data Cleansing
17 71 (4.09%) E-Commerce
18 66 (3.80%) Project Management
19 64 (3.69%) Information Management
20 63 (3.63%) Statistical Modelling
Programming Languages
1 1094 (63.02%) SQL
2 162 (9.33%) VBA
3 154 (8.87%) Python
3 154 (8.87%) R
4 152 (8.76%) T-SQL
5 56 (3.23%) Java
6 49 (2.82%) PL/SQL
7 46 (2.65%) JavaScript
8 40 (2.30%) C#
9 33 (1.90%) C++
9 33 (1.90%) VB
10 32 (1.84%) MATLAB
11 26 (1.50%) C
11 26 (1.50%) Scala
12 12 (0.69%) VB.NET
13 11 (0.63%) PHP
14 10 (0.58%) Perl
15 8 (0.46%) Julia
16 4 (0.23%) PowerShell
17 3 (0.17%) Lua
Qualifications
1 404 (23.27%) Degree
2 36 (2.07%) Security Cleared
3 28 (1.61%) PhD
4 19 (1.09%) Microsoft Certification
5 13 (0.75%) Cisco Certification
6 12 (0.69%) CCNA
6 12 (0.69%) CISA
7 11 (0.63%) DV Cleared
7 11 (0.63%) PCI QSA
7 11 (0.63%) SC Cleared
8 8 (0.46%) MCSE
9 6 (0.35%) CCNP
10 5 (0.29%) MBA
11 4 (0.23%) MCSA
12 3 (0.17%) ACCA
12 3 (0.17%) CCENT
12 3 (0.17%) CIMA
12 3 (0.17%) ISEB
13 2 (0.12%) MCSD
13 2 (0.12%) SAS Certification
Quality Assurance & Compliance
1 265 (15.26%) Data Quality
2 65 (3.74%) QA
3 43 (2.48%) SLA
4 12 (0.69%) EMIR
5 11 (0.63%) Dodd-Frank
6 8 (0.46%) FATCA
7 6 (0.35%) PCI DSS
8 5 (0.29%) MiFID
9 4 (0.23%) Solvency II
9 4 (0.23%) SSAE 16
10 3 (0.17%) COREP
10 3 (0.17%) FINREP
11 1 (0.058%) CRD IV
11 1 (0.058%) ISO/IEC 27001
11 1 (0.058%) ISO27002
11 1 (0.058%) Sarbanes-Oxley
11 1 (0.058%) SNOMED CT
System Software
1 9 (0.52%) Active Directory
2 8 (0.46%) VMware Infrastructure
3 6 (0.35%) vSphere
4 3 (0.17%) HDFS
5 2 (0.12%) Apache Flume
5 2 (0.12%) Hyper-V
Systems Management
1 4 (0.23%) Puppet
1 4 (0.23%) Thomson Reuters DACS
2 3 (0.17%) Cisco CUCM
2 3 (0.17%) EnCase
2 3 (0.17%) FTK
3 2 (0.12%) CA Wily
3 2 (0.12%) Cisco Prime
3 2 (0.12%) HP Quality Center
3 2 (0.12%) Oracle EDQ
3 2 (0.12%) SCCM
3 2 (0.12%) SCOM
3 2 (0.12%) Systems Management Server (SMS)
3 2 (0.12%) ZENworks
4 1 (0.058%) Cisco UCCX
4 1 (0.058%) Oozie
4 1 (0.058%) Tivoli
Vendors
1 301 (17.34%) Microsoft
2 196 (11.29%) Tableau
3 178 (10.25%) Oracle
4 106 (6.11%) SAP
5 69 (3.97%) Informatica
6 68 (3.92%) Cognos
6 68 (3.92%) Google
7 39 (2.25%) Talend
8 34 (1.96%) Teradata
9 28 (1.61%) Salesforce.com
10 26 (1.50%) MicroStrategy
11 25 (1.44%) Adobe
12 22 (1.27%) Ab Initio
13 21 (1.21%) TIBCO
14 19 (1.09%) Bloomberg
14 19 (1.09%) IBM
15 13 (0.75%) Cisco
16 12 (0.69%) IFS
17 11 (0.63%) Splunk
18 10 (0.58%) Cloudera
Stoke-On-Trent, Staffordshire
Computer People
Salary: £40000.00 - £50000.00 per annum + +Benefits
Posted: 5 hours ago
North West London
KDR
Salary: £55000 - £75000 per annum + Pension, Bonus
Posted: 12 hours ago
Liverpool, Merseyside
Search Consultancy
Salary: Benefits
Posted: 13 hours ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 13 hours ago
London
British Museum
Salary: £31,988 per annum
Posted: 5 hours ago
Reading, Berkshire
Connectus
Salary: £35000 - £45000 per annum
Posted: 11 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £55000 per annum
Posted: 12 hours ago
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £17,000 to £19,000 per annum + 25 days Holiday + Great career pro
Posted: Yesterday
Oxford, Oxfordshire
Verticality Ltd
Salary: £25000 - £32000 per annum, Benefits Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + plus package and bonus
Posted: 6 hours ago
London
Harvey Nash plc
Salary: £55000 - £65000 per annum
Posted: 15 hours ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £20000 - £30000 per annum + Excellent Benefits
Posted: Yesterday
Watford, Hertfordshire
RecruitmentRevolution.com Limited
Salary: Up to £30,000 per annum + Benefits
Posted: Yesterday
Bristol, Avon
Robert Walters
Salary: £26000 - £34000 per annum
Posted: Yesterday
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: Yesterday
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: Yesterday
Liverpool, Merseyside
Erin Associates
Salary: £45000 - £48000 per annum + excellent benefits
Posted: Yesterday
London
Caspian One Ltd
Salary: £0.00 - £80000 per annum
Posted: Yesterday
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: Yesterday
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: Yesterday
Northamptonshire
Creative Personnel
Salary: £40000 - £50000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £60000 - £80000 per annum + + bonus + package
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: Yesterday
Carlisle, Cumbria
Edgar Cowen
Salary: £18000 - £25000 per annum + Great base+ Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
LA International
Posted: 4 days ago
Worthing, West Sussex
ARC IT Recruitment Ltd
Salary: Up to £30k
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: Yesterday
London
Harrington Starr
Salary: £30000 - £40000 per annum + Bonus and Benefits
Posted: 3 days ago
Reading, Berkshire
Vantage Recruitment Solutions Ltd
Salary: From £22,000 to £28,000 per annum + Benefits
Posted: 4 days ago