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 27 July 2016 with a comparison to same period over 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Analyst
Rank 334 313 359
Rank change year-on-year
-21 +46
Permanent jobs requiring a Data Analyst 826 1003 907
As % of all permanent IT jobs located in England 0.90% 0.98% 0.83%
As % of the Job Titles category 0.93% 1.01% 0.86%
Number of salaries quoted 709 792 750
Median salary £40,000 £37,750 £37,000
Median salary % change year-on-year
+5.96% +2.02%
90% offered a salary of more than £25,000 £24,275 £25,000
10% offered a salary of more than £65,000 £62,500 £55,000
UK excluding London median salary £33,000 £30,500 £34,000
% change year-on-year
+8.19% -10.29%
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
88472 98986 105033
As % of all permanent IT jobs located in England 96.43% 96.32% 96.46%
Number of salaries quoted 75285 82566 86404
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 £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 27 July 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 27 July 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 -23 394 £47,500 - 34
South East +27 163 £33,000 -8.33% 18
South West +28 68 £32,500 - 4
East of England +28 63 £40,000 +23.07% 10
North West +23 55 £30,750 +6.03% 17
West Midlands -38 37 £35,000 +22.80% 7
Yorkshire 0 22 £24,000 -4.00% 5
East Midlands -17 20 £32,500 +25.00% 1
North East +7 6 £65,000 +160.00%
Data Analyst
UK

Data Analyst Skill Set
Top 30 Related IT Skills in England

For the 6 months to 27 July 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 1053 (63.63%) SQL
2 641 (38.73%) Analytical Skills
3 542 (32.75%) Data Analysis
4 538 (32.51%) Finance
5 441 (26.65%) Business Intelligence
6 421 (25.44%) Analytics
7 388 (23.44%) Degree
8 339 (20.48%) SQL Server
9 324 (19.58%) MS Excel
10 289 (17.46%) Microsoft
11 284 (17.16%) Marketing
12 257 (15.53%) Data Management
13 237 (14.32%) SAS
14 235 (14.20%) Data Quality
15 234 (14.14%) Data Warehouse
16 225 (13.60%) Data Modelling
17 208 (12.57%) ETL
18 195 (11.78%) Tableau
19 186 (11.24%) Oracle
20 180 (10.88%) SQL Server Reporting Services
20 180 (10.88%) Data Analytics
21 179 (10.82%) Mathematics
22 178 (10.76%) Visualisation
23 162 (9.79%) QlikView
24 159 (9.61%) VBA
25 157 (9.49%) SQL Server Integration Services
26 144 (8.70%) Python
27 142 (8.58%) Statistics
28 139 (8.40%) R
29 137 (8.28%) T-SQL

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
1 237 (14.32%) SAS
2 36 (2.18%) Apache Spark
3 22 (1.33%) SharePoint
4 19 (1.15%) Apache Pig
5 12 (0.73%) Confluence
6 9 (0.54%) JBoss
7 4 (0.24%) ArcGIS
8 3 (0.18%) BizTalk Server
8 3 (0.18%) PowerExchange
9 2 (0.12%) Elasticsearch
9 2 (0.12%) Exchange Server 2013
9 2 (0.12%) NetWeaver
9 2 (0.12%) SAP EP
9 2 (0.12%) SAP Portal
9 2 (0.12%) SharePoint 2010
9 2 (0.12%) SharePoint 2013
9 2 (0.12%) Xceptor
10 1 (0.060%) Apache
10 1 (0.060%) CMS
10 1 (0.060%) IIS
Applications
1 324 (19.58%) MS Excel
2 113 (6.83%) MS Office
3 80 (4.83%) MS PowerPoint
4 59 (3.56%) SPSS
5 40 (2.42%) MS Visio
6 27 (1.63%) Spreadsheet
7 8 (0.48%) Photoshop
8 3 (0.18%) AutoCAD
8 3 (0.18%) Stata
9 1 (0.060%) Acrobat
9 1 (0.060%) MS Project
Business Applications
1 23 (1.39%) FastStats
2 19 (1.15%) Dynamics CRM
3 15 (0.91%) SAP Oil and Gas
4 13 (0.79%) Markit EDM
5 12 (0.73%) Adobe Campaign
6 8 (0.48%) Dynamics AX
7 7 (0.42%) Oracle Procure-to-Pay
8 6 (0.36%) Maximo
8 6 (0.36%) SAP Business One
8 6 (0.36%) SAP HR
8 6 (0.36%) SAP MDM
9 5 (0.30%) Cognos TM1
9 5 (0.30%) OpenText VIM for SAP
10 4 (0.24%) Cognos Business Intelligence
10 4 (0.24%) SAP CO
10 4 (0.24%) SAP FI
10 4 (0.24%) SAP FI/CO
10 4 (0.24%) SAP R/3
10 4 (0.24%) SAP SD
10 4 (0.24%) WebTrends
Cloud Services
1 45 (2.72%) Google Analytics
2 21 (1.27%) Amazon AWS
3 9 (0.54%) Adobe Analytics
4 8 (0.48%) Google Tag Manager
5 5 (0.30%) Google Cloud Platform
5 5 (0.30%) SaaS
6 2 (0.12%) AdWords
6 2 (0.12%) Amazon EC2
6 2 (0.12%) Amazon EMR
6 2 (0.12%) Microsoft Azure
6 2 (0.12%) SmartFocus
7 1 (0.060%) Google Drive
7 1 (0.060%) PaaS
Communications & Networking
1 14 (0.85%) Multicast
1 14 (0.85%) TCP/IP
2 12 (0.73%) Internet
3 7 (0.42%) Wireless
4 5 (0.30%) VoIP
5 4 (0.24%) Converged Networks
5 4 (0.24%) Firewall
5 4 (0.24%) LAN
6 3 (0.18%) SMS
7 2 (0.12%) VPN
7 2 (0.12%) WAN
7 2 (0.12%) WLAN
8 1 (0.060%) BIG-IP
8 1 (0.060%) Cisco Wireless
8 1 (0.060%) DNS
8 1 (0.060%) FTP
8 1 (0.060%) Intrusion Detection
8 1 (0.060%) RFID
8 1 (0.060%) SSL
8 1 (0.060%) Wi-Fi
Database & Business Intelligence
1 339 (20.48%) SQL Server
2 234 (14.14%) Data Warehouse
3 180 (10.88%) SQL Server Reporting Services
4 162 (9.79%) QlikView
5 157 (9.49%) SQL Server Integration Services
6 136 (8.22%) Big Data
7 105 (6.34%) Relational Database
8 96 (5.80%) BusinessObjects
9 81 (4.89%) Data Mining
9 81 (4.89%) Hadoop
10 75 (4.53%) MS Access
11 58 (3.50%) Crystal Reports
11 58 (3.50%) SQL Server Analysis Services
12 56 (3.38%) MySQL
13 48 (2.90%) NoSQL
14 39 (2.36%) Power BI
15 35 (2.11%) MongoDB
16 34 (2.05%) SQL Server 2008
17 32 (1.93%) RDBMS
17 32 (1.93%) SQL Server 2012
Development Applications
1 37 (2.24%) Talend Open Studio
2 22 (1.33%) JIRA
3 16 (0.97%) SQL Server Management Studio (SSMS)
4 15 (0.91%) Team Foundation Server
5 11 (0.66%) Eclipse
6 10 (0.60%) Git (software)
7 7 (0.42%) Selenium
7 7 (0.42%) Visual Studio
8 6 (0.36%) Jenkins
9 4 (0.24%) ERwin
10 2 (0.12%) MagicDraw
10 2 (0.12%) Oracle Forms
10 2 (0.12%) Subversion
11 1 (0.060%) SoapUI
General
1 538 (32.51%) Finance
2 284 (17.16%) Marketing
3 106 (6.40%) Banking
4 92 (5.56%) Retail
5 48 (2.90%) Telecoms
6 36 (2.18%) Legal
7 34 (2.05%) Manufacturing
8 29 (1.75%) Advertising
8 29 (1.75%) Automotive
8 29 (1.75%) Games
9 28 (1.69%) Investment Banking
10 26 (1.57%) Front Office
10 26 (1.57%) Pharmaceutical
11 25 (1.51%) Publishing
12 23 (1.39%) Electronics
13 22 (1.33%) Law
14 19 (1.15%) Financial Institution
15 12 (0.73%) Back Office
15 12 (0.73%) Billing
15 12 (0.73%) German Language
Libraries, Frameworks & Software Standards
1 50 (3.02%) XML
2 44 (2.66%) .NET
3 28 (1.69%) HTML
4 23 (1.39%) JSON
5 17 (1.03%) MDX
6 16 (0.97%) Web Services
7 15 (0.91%) Spark Streaming
8 14 (0.85%) CSS
9 11 (0.66%) ODBC
10 10 (0.60%) D3.js
11 8 (0.48%) REST
12 7 (0.42%) SOAP
13 5 (0.30%) ASP.NET
13 5 (0.30%) jQuery
13 5 (0.30%) Matplotlib
14 4 (0.24%) Lucene
15 3 (0.18%) COM
15 3 (0.18%) NumPy
15 3 (0.18%) SAP XI
15 3 (0.18%) SciPy
Miscellaneous
1 641 (38.73%) Analytical Skills
2 179 (10.82%) Mathematics
3 178 (10.76%) Visualisation
4 142 (8.58%) Statistics
5 134 (8.10%) Computer Science
6 103 (6.22%) Management Information System
7 70 (4.23%) Economics
8 65 (3.93%) Data Structures
9 45 (2.72%) Reference Data
10 36 (2.18%) Data Extraction
10 36 (2.18%) Data Integration
11 29 (1.75%) Algorithms
12 27 (1.63%) Equities
12 27 (1.63%) Fixed Income
13 24 (1.45%) Hedge funds
14 23 (1.39%) User Experience
15 22 (1.33%) NHS
16 21 (1.27%) Derivative
17 20 (1.21%) FMCG
18 16 (0.97%) Physics
Operating Systems
1 46 (2.78%) Windows
2 23 (1.39%) Linux
2 23 (1.39%) Unix
3 10 (0.60%) Apple iOS
4 7 (0.42%) Red Hat Enterprise Linux
5 6 (0.36%) Android
6 5 (0.30%) CentOS
6 5 (0.30%) Windows Server
7 2 (0.12%) Ubuntu
7 2 (0.12%) Windows 8
7 2 (0.12%) Windows Server 2012
7 2 (0.12%) Windows Vista
7 2 (0.12%) Windows XP
8 1 (0.060%) AIX
8 1 (0.060%) OS/400
Processes & Methodologies
1 542 (32.75%) Data Analysis
2 441 (26.65%) Business Intelligence
3 421 (25.44%) Analytics
4 257 (15.53%) Data Management
5 225 (13.60%) Data Modelling
6 208 (12.57%) ETL
7 180 (10.88%) Data Analytics
8 134 (8.10%) Agile Software Development
9 130 (7.85%) CRM
10 109 (6.59%) Business Analysis
11 104 (6.28%) Data Governance
12 100 (6.04%) Data Visualisation
12 100 (6.04%) Stakeholder Management
13 83 (5.02%) Validation
14 81 (4.89%) Migration
15 69 (4.17%) Data Cleansing
15 69 (4.17%) Project Management
16 62 (3.75%) Statistical Modelling
17 60 (3.63%) User Acceptance Testing
18 59 (3.56%) E-Commerce
Programming Languages
1 1053 (63.63%) SQL
2 159 (9.61%) VBA
3 144 (8.70%) Python
4 139 (8.40%) R
5 137 (8.28%) T-SQL
6 64 (3.87%) Java
7 56 (3.38%) PL/SQL
8 40 (2.42%) C#
8 40 (2.42%) JavaScript
9 36 (2.18%) VB
10 35 (2.11%) MATLAB
11 32 (1.93%) C++
12 27 (1.63%) Scala
13 25 (1.51%) C
14 15 (0.91%) VB.NET
15 11 (0.66%) Perl
15 11 (0.66%) PHP
16 8 (0.48%) Julia
16 8 (0.48%) Shell Script
17 6 (0.36%) PowerShell
Qualifications
1 388 (23.44%) Degree
2 34 (2.05%) Security Cleared
3 19 (1.15%) PhD
4 16 (0.97%) Microsoft Certification
5 11 (0.66%) DV Cleared
6 10 (0.60%) Cisco Certification
6 10 (0.60%) SC Cleared
7 9 (0.54%) CCNA
8 8 (0.48%) CISA
9 7 (0.42%) PCI QSA
10 6 (0.36%) CCNP
10 6 (0.36%) ISEB
10 6 (0.36%) ISTQB
10 6 (0.36%) MBA
11 5 (0.30%) ACCA
11 5 (0.30%) CIMA
11 5 (0.30%) MCSE
12 4 (0.24%) ISTQB Foundation Certification
12 4 (0.24%) ITIL Certification
12 4 (0.24%) MCSA
Quality Assurance & Compliance
1 235 (14.20%) Data Quality
2 55 (3.32%) QA
3 48 (2.90%) SLA
4 8 (0.48%) Dodd-Frank
4 8 (0.48%) EMIR
5 6 (0.36%) MiFID
6 4 (0.24%) FATCA
6 4 (0.24%) GMP
6 4 (0.24%) Solvency II
6 4 (0.24%) SSAE 16
7 3 (0.18%) COREP
7 3 (0.18%) FINREP
7 3 (0.18%) PCI DSS
8 2 (0.12%) CRD IV
9 1 (0.060%) Actionable Recommendations
9 1 (0.060%) ISO/IEC 27001
9 1 (0.060%) ISO20022
9 1 (0.060%) ISO27002
9 1 (0.060%) Sarbanes-Oxley
9 1 (0.060%) SNOMED CT
System Software
1 14 (0.85%) Active Directory
2 13 (0.79%) VMware Infrastructure
3 6 (0.36%) vSphere
4 2 (0.12%) HDFS
4 2 (0.12%) Hyper-V
5 1 (0.060%) Apache Flume
5 1 (0.060%) Oracle RAC
Systems Management
1 5 (0.30%) Thomson Reuters DACS
2 4 (0.24%) HP Quality Center
3 3 (0.18%) Cisco CUCM
4 2 (0.12%) CA Wily
4 2 (0.12%) Cisco Prime
4 2 (0.12%) Control-M
4 2 (0.12%) Oracle EDQ
4 2 (0.12%) SCCM
4 2 (0.12%) SCOM
4 2 (0.12%) Systems Management Server (SMS)
5 1 (0.060%) Cisco UCCX
5 1 (0.060%) EnCase
5 1 (0.060%) FTK
5 1 (0.060%) Oozie
5 1 (0.060%) Tivoli
Vendors
1 289 (17.46%) Microsoft
2 195 (11.78%) Tableau
3 186 (11.24%) Oracle
4 103 (6.22%) SAP
5 83 (5.02%) Informatica
6 69 (4.17%) Google
7 68 (4.11%) Cognos
8 37 (2.24%) Talend
9 36 (2.18%) Teradata
10 32 (1.93%) MicroStrategy
10 32 (1.93%) Salesforce.com
11 27 (1.63%) Ab Initio
12 24 (1.45%) Bloomberg
13 22 (1.33%) TIBCO
14 20 (1.21%) IBM
15 19 (1.15%) Adobe
16 18 (1.09%) Cisco
17 13 (0.79%) VMware
18 12 (0.73%) Netezza
18 12 (0.73%) Reuters
Buckinghamshire
Network ITR
Salary: £26000 - £28500 per annum
Posted: 15 hours ago
London
Xcede
Posted: 18 hours ago
Warrington, Cheshire
ninesharp
Salary: £30000 - £33000 per annum + bonus, pension, healthcare etc...
Posted: 13 hours ago
London
Ashdown IT
Salary: £34000 - £46000 per annum + excellent benefits
Posted: 12 hours ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 13 hours ago
Woking, Surrey
Informatiq Consulting
Salary: £25000 per annum + Excellent Bonus and Benefits
Posted: 18 hours ago
Plymouth, Devon
EasyWebRecruitment.com
Salary: £27023 - £30612 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £23000.00 per annum
Posted: Yesterday
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 2 days ago
Manchester, Lancashire
Senitor Associates
Salary: £22000 - £25000 per annum + Bonuses & Benefits
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £24,000 per annum
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £28197.00 - £30676.00 per annum
Posted: 2 days ago
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £35000.00 - £50000.00 per annum + Excellent Benefits
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year
Posted: Yesterday
Cambridge, Cambridgeshire
Bluetownonline
Salary: £26000 - £30000 per annum
Posted: Yesterday
City, London
Red10
Salary: £45000 - £50000 per annum
Posted: 2 days ago
Liverpool, Merseyside
Erin Associates
Salary: £45000 - £48000 per annum + excellent benefits
Posted: Yesterday
Manchester, Lancashire
Jagger Talent
Salary: From £22,000 to £25,000 per annum + Blue-Chip Benefits
Posted: 2 days ago
Bristol, Avon
Pro-Quest Resourcing Ltd
Salary: £35000 - £45000 Per Annum 35-45K + Benefits
Posted: 18 hours ago
Havant, Hampshire
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 2 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: Yesterday
Hemel Hempstead, Hertfordshire
Vadis People
Salary: £30000 - £38000 per annum
Posted: 17 hours ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 2 days ago
Hull, North Humberside
Senitor Associates
Salary: £17000 - £23000 per annum + Benefits & Training
Posted: 5 days ago
Worthing, West Sussex
ARC IT Recruitment Ltd
Salary: Up to £30k
Posted: 5 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 2 days ago
London
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 3 days ago
Redhill, Surrey
Cubic Transportation Systems Limited
Salary: Competitive + benefits
Posted: 6 days ago
Reading, Berkshire
KDR
Salary: £27000 - £35000 per annum + Benefits
Posted: 4 days ago