The statistics below represent IT jobs advertised across the London region that had Data Analyst featuring in the job title. Included is a guide to the salaries offered over the 3 months to 2 December 2016 with a comparison to same period over 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Analyst
Rank 300 276 282
Rank change year-on-year
-24 +6
Permanent jobs requiring a Data Analyst 356 512 490
As % of all permanent IT jobs located in London 1.00% 1.16% 1.07%
As % of the Job Titles category 1.04% 1.21% 1.11%
Number of salaries quoted 327 450 408
Median salary £45,000 £47,500 £44,000
Median salary % change year-on-year
-5.26% +7.95%
90% offered a salary of more than £29,000 £30,000 £28,950
10% offered a salary of more than £65,000 £65,000 £60,000
UK excluding London median salary £32,500 £33,000 £32,500
% change year-on-year
-1.51% +1.53%
Data Analyst
England

The following table is for comparison with the above and provides statistics for the entire Job Titles category in permanent jobs advertised in the London 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
London
Permanent IT job ads with a match in the
Job Titles category
34240 42369 43958
As % of all permanent IT jobs located in London 95.86% 96.21% 96.19%
Number of salaries quoted 29206 36028 37344
Median salary £57,500 £55,000 £52,500
Median salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £82,500 £75,000 £80,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Analyst
Jobs Demand Trend in London

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

Data Analyst Jobs Demand Trend in London

Data Analyst
Salary Trend in London

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

Data Analyst Salary Trend in London

Data Analyst
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Analyst across the London region over the 3 months to 2 December 2016.

Data Analyst Salary Histogram in London

Data Analyst
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analyst within the London region over the 3 months to 2 December 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
City of London +34 88 £36,500 -18.88% 8
Uxbridge - 7 £55,000 - 1
Barnet - 3 £35,000 - 1
Kingston Upon Thames +1 2 £34,000 +30.76% 3
Wimbledon +1 2 - -
Canary Wharf -5 1 £27,500 -29.48%
Greenwich - 1 - -
Beckenham - 1 £37,500 -
Ruislip - 1 £26,000 -
Data Analyst
England

Data Analyst Skill Set
Top 30 Related IT Skills in London

For the 6 months to 2 December 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 London region featuring Data Analyst in the job title.

1 460 (66.57%) SQL
2 249 (36.03%) Analytics
3 241 (34.88%) Analytical Skills
4 227 (32.85%) Finance
5 214 (30.97%) Data Analysis
6 177 (25.62%) Business Intelligence
7 174 (25.18%) MS Excel
8 158 (22.87%) Microsoft
9 148 (21.42%) SQL Server
9 148 (21.42%) Degree
10 113 (16.35%) Tableau
11 111 (16.06%) Marketing
11 111 (16.06%) Data Analytics
12 107 (15.48%) Data Quality
13 106 (15.34%) Data Modelling
13 106 (15.34%) Data Management
14 96 (13.89%) Visualisation
15 88 (12.74%) ETL
16 86 (12.45%) Data Warehouse
16 86 (12.45%) Python
17 85 (12.30%) SAS
18 84 (12.16%) Banking
19 79 (11.43%) SQL Server Integration Services
20 76 (11.00%) SQL Server Reporting Services
21 74 (10.71%) Agile Software Development
22 71 (10.27%) T-SQL
23 68 (9.84%) Retail
24 66 (9.55%) R
25 65 (9.41%) Oracle
25 65 (9.41%) Big Data

Data Analyst Skill Set
Top Related IT Skills in London 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 85 (12.30%) SAS
2 17 (2.46%) SharePoint
3 14 (2.03%) Apache Spark
4 9 (1.30%) Confluence
5 6 (0.87%) Apache Pig
6 3 (0.43%) ArcGIS
7 2 (0.29%) Elasticsearch
8 1 (0.14%) IIS
Applications
1 174 (25.18%) MS Excel
2 51 (7.38%) MS Office
3 41 (5.93%) SPSS
4 35 (5.07%) MS PowerPoint
5 11 (1.59%) Spreadsheet
6 8 (1.16%) MS Visio
7 4 (0.58%) Stata
8 2 (0.29%) MS Project
9 1 (0.14%) EViews
Business Applications
1 16 (2.32%) Dynamics CRM
2 14 (2.03%) FastStats
3 8 (1.16%) Dynamics AX
4 7 (1.01%) WebTrends
5 5 (0.72%) Markit EDM
6 3 (0.43%) Oracle EBS
7 2 (0.29%) Aareon QL
7 2 (0.29%) Academy Housing
7 2 (0.29%) Dynamics GP
7 2 (0.29%) Dynamics NAV
7 2 (0.29%) Eloqua
7 2 (0.29%) Exchequer
7 2 (0.29%) Oracle Financials
7 2 (0.29%) Oracle HRMS
7 2 (0.29%) Orchard Housing
7 2 (0.29%) Pegasus Opera
7 2 (0.29%) SAP CO
7 2 (0.29%) SAP FI
7 2 (0.29%) SAP FI/CO
7 2 (0.29%) Unit4 Business World
Cloud Services
1 47 (6.80%) Google Analytics
2 14 (2.03%) Amazon AWS
3 10 (1.45%) Google Cloud Platform
4 5 (0.72%) AdWords
5 4 (0.58%) Adobe Analytics
6 3 (0.43%) Amazon EC2
6 3 (0.43%) Amazon EMR
7 2 (0.29%) Google Tag Manager
7 2 (0.29%) Taleo
8 1 (0.14%) Boomi
8 1 (0.14%) Microsoft Azure
8 1 (0.14%) SaaS
Communications & Networking
1 14 (2.03%) LDAP
2 7 (1.01%) Multicast
2 7 (1.01%) TCP/IP
3 3 (0.43%) Internet
4 2 (0.29%) Intranet
5 1 (0.14%) BGP
5 1 (0.14%) Cisco ASA
5 1 (0.14%) FTP
5 1 (0.14%) IP Telephony
5 1 (0.14%) LAN
5 1 (0.14%) OSPF
5 1 (0.14%) SMS
5 1 (0.14%) VPLS
5 1 (0.14%) WAN
5 1 (0.14%) Wireless
Database & Business Intelligence
1 148 (21.42%) SQL Server
2 86 (12.45%) Data Warehouse
3 79 (11.43%) SQL Server Integration Services
4 76 (11.00%) SQL Server Reporting Services
5 65 (9.41%) Big Data
6 59 (8.54%) QlikView
7 54 (7.81%) Relational Database
8 48 (6.95%) MySQL
9 43 (6.22%) BusinessObjects
10 37 (5.35%) Hadoop
11 31 (4.49%) Power BI
12 27 (3.91%) Data Mining
12 27 (3.91%) SQL Server Analysis Services
13 20 (2.89%) SQL Server 2008
14 18 (2.60%) Amazon Redshift
14 18 (2.60%) NoSQL
15 14 (2.03%) Looker
16 13 (1.88%) MS Access
17 12 (1.74%) SQL Server 2012
18 11 (1.59%) Crystal Reports
Development Applications
1 16 (2.32%) JIRA
2 12 (1.74%) Talend Open Studio
3 6 (0.87%) Eclipse
3 6 (0.87%) Team Foundation Server
4 5 (0.72%) SQL Server Management Studio (SSMS)
5 3 (0.43%) Visual Studio
6 1 (0.14%) ERwin
6 1 (0.14%) Git (software)
6 1 (0.14%) Selenium
6 1 (0.14%) Subversion
6 1 (0.14%) Toad
6 1 (0.14%) WebDriver
6 1 (0.14%) XMLSpy
General
1 227 (32.85%) Finance
2 111 (16.06%) Marketing
3 84 (12.16%) Banking
4 68 (9.84%) Retail
5 31 (4.49%) Investment Banking
6 30 (4.34%) Legal
7 22 (3.18%) Publishing
8 18 (2.60%) Advertising
8 18 (2.60%) Games
9 14 (2.03%) Law
10 10 (1.45%) Back Office
10 10 (1.45%) Front Office
11 9 (1.30%) Financial Institution
12 8 (1.16%) Automotive
13 5 (0.72%) Telecoms
14 3 (0.43%) Electronics
14 3 (0.43%) Music Industry
14 3 (0.43%) Retail Banking
15 2 (0.29%) French Language
15 2 (0.29%) International Banking
Libraries, Frameworks & Software Standards
1 39 (5.64%) XML
2 14 (2.03%) .NET
2 14 (2.03%) SailPoint
3 11 (1.59%) HTML
4 8 (1.16%) Web Services
5 7 (1.01%) Lucene
6 4 (0.58%) CSS
6 4 (0.58%) JMS
6 4 (0.58%) Pandas
6 4 (0.58%) XSD
7 3 (0.43%) REST
7 3 (0.43%) SOAP
8 2 (0.29%) ASP.NET
8 2 (0.29%) COM
8 2 (0.29%) EDI
8 2 (0.29%) Mason
8 2 (0.29%) MDX
9 1 (0.14%) .NET Framework
9 1 (0.14%) JSON
9 1 (0.14%) XML Schema
Miscellaneous
1 241 (34.88%) Analytical Skills
2 96 (13.89%) Visualisation
3 63 (9.12%) Mathematics
4 59 (8.54%) Computer Science
5 51 (7.38%) Statistics
6 48 (6.95%) Management Information System
7 35 (5.07%) Reference Data
8 30 (4.34%) Data Structures
9 27 (3.91%) Economics
10 23 (3.33%) Social Media
11 22 (3.18%) Fixed Income
12 20 (2.89%) Data Extraction
13 18 (2.60%) Data Integration
14 13 (1.88%) Foreign Exchange (FX)
15 12 (1.74%) Credit Risk
16 11 (1.59%) Algorithms
16 11 (1.59%) Xbox
17 10 (1.45%) Equities
17 10 (1.45%) Mobile App
18 9 (1.30%) NHS
Operating Systems
1 26 (3.76%) Linux
2 15 (2.17%) Unix
3 6 (0.87%) Windows
4 3 (0.43%) Apple iOS
4 3 (0.43%) Windows Server
5 1 (0.14%) Ubuntu
Processes & Methodologies
1 249 (36.03%) Analytics
2 214 (30.97%) Data Analysis
3 177 (25.62%) Business Intelligence
4 111 (16.06%) Data Analytics
5 106 (15.34%) Data Management
5 106 (15.34%) Data Modelling
6 88 (12.74%) ETL
7 74 (10.71%) Agile Software Development
8 50 (7.24%) CRM
8 50 (7.24%) Stakeholder Management
9 47 (6.80%) Data Visualisation
10 38 (5.50%) E-Commerce
11 37 (5.35%) Data Cleansing
11 37 (5.35%) Statistical Analysis
12 36 (5.21%) Actionable Insight
13 34 (4.92%) Kalman Filter
14 32 (4.63%) Business Analysis
15 28 (4.05%) Project Management
16 27 (3.91%) Migration
17 22 (3.18%) Risk Management
Programming Languages
1 460 (66.57%) SQL
2 86 (12.45%) Python
3 71 (10.27%) T-SQL
4 66 (9.55%) R
5 51 (7.38%) VBA
6 50 (7.24%) Java
7 22 (3.18%) PHP
8 21 (3.04%) C#
9 14 (2.03%) BeanShell
9 14 (2.03%) JavaScript
10 13 (1.88%) C++
10 13 (1.88%) PL/SQL
11 12 (1.74%) MATLAB
12 10 (1.45%) Shell Script
13 8 (1.16%) VB
14 7 (1.01%) VB.NET
15 6 (0.87%) Perl
16 5 (0.72%) Scala
17 4 (0.58%) Ruby
17 4 (0.58%) SAS Macro
Qualifications
1 148 (21.42%) Degree
2 8 (1.16%) ISEB
2 8 (1.16%) PhD
3 7 (1.01%) CISA
3 7 (1.01%) ISTQB
3 7 (1.01%) Microsoft Certification
3 7 (1.01%) PCI QSA
4 5 (0.72%) ISTQB Foundation Certification
4 5 (0.72%) ITIL Foundation Certificate
5 4 (0.58%) ISEB Practitioner
5 4 (0.58%) MBA
6 3 (0.43%) ACCA
6 3 (0.43%) CIMA
7 2 (0.29%) MCSA
8 1 (0.14%) CCNP
8 1 (0.14%) Cisco Certification
8 1 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 107 (15.48%) Data Quality
2 30 (4.34%) QA
3 23 (3.33%) SLA
4 21 (3.04%) PCI DSS
5 17 (2.46%) ISO/IEC 27001
6 4 (0.58%) IAS 39
7 3 (0.43%) ISO22301
8 2 (0.29%) Dodd-Frank
8 2 (0.29%) MiFID
8 2 (0.29%) Solvency II
9 1 (0.14%) CRD IV
9 1 (0.14%) EMIR
9 1 (0.14%) FATCA
9 1 (0.14%) ISO20022
System Software
1 16 (2.32%) Active Directory
2 1 (0.14%) Firmware
Systems Management
1 10 (1.45%) HP Quality Center
2 7 (1.01%) Control-M
3 3 (0.43%) Tivoli
4 1 (0.14%) Cisco Prime
4 1 (0.14%) EnCase
4 1 (0.14%) FTK
4 1 (0.14%) Thomson Reuters DACS
Vendors
1 158 (22.87%) Microsoft
2 113 (16.35%) Tableau
3 65 (9.41%) Oracle
4 59 (8.54%) Google
5 35 (5.07%) Informatica
6 26 (3.76%) SAP
7 22 (3.18%) Salesforce.com
8 20 (2.89%) Bloomberg
9 19 (2.75%) Cognos
10 16 (2.32%) MicroStrategy
11 14 (2.03%) Reuters
12 13 (1.88%) Netezza
13 12 (1.74%) HP
13 12 (1.74%) Talend
14 10 (1.45%) Actimize
14 10 (1.45%) Teradata
14 10 (1.45%) Trillium
14 10 (1.45%) Vertica
15 8 (1.16%) CA Agile Central
16 6 (0.87%) EXASOL
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: 13 hours ago
London
Churchill Frank
Salary: £25000 - £30000 per annum
Posted: 7 hours ago
South West London
World First
Posted: 8 hours ago
City Of Westminster, London
Recruitment Genius
Posted: 7 hours ago
City Of Westminster, London
Recruitment Genius
Posted: 7 hours ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: Yesterday
Barnet, Hertfordshire
Harrington Starr
Salary: £30000 - £40000 per annum
Posted: Yesterday
London
Marks Sattin
Salary: £30000 - £40000 per annum
Posted: Yesterday
City, London
Computer People
Salary: £30000.00 - £35000.00 per annum
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £55000 - £65000 per annum + 15% Bonus + Pension
Posted: Yesterday
City, London
Square One Resources
Posted: Yesterday
City, London
Wiser Recruitment
Salary: £20000 - £25000 per annum
Posted: Yesterday
Kingston Upon Thames, Surrey
Client Server
Salary: £35k to £40k + bonus + benefits
Posted: 2 days ago
London
EXCELerate
Salary: Up to £45,000 per annum Pension and standard benefits
Posted: 4 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 2 days ago
Uxbridge
Ampersand Consulting
Salary: £55000 per annum + Benefits
Posted: 2 days ago
London
Square One Resources
Salary: From £60,000 to £70,000 per annum + Bonus/Benefits
Posted: 2 days ago
London
TEKsystems
Salary: £80000 - £100000 per annum
Posted: Yesterday
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 3 days ago
London
Ampersand Consulting
Salary: £34000 - £40000 per annum
Posted: 9 days ago
London
Give-A-Grad-A-Go Ltd
Salary: £45k - 50k per year
Posted: 11 days ago
London
Churchill Frank International
Salary: £40000 - £45000 per annum + Lifestyle
Posted: 24 days ago
London
Talent Point
Salary: £28000.00 - £35000.00 per annum
Posted: 14 days ago
London
London Business School
Salary: £40000 - £42000 per annum
Posted: 7 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 9 days ago
City of London
Churchill Frank
Salary: £45000 - £53000 per annum + Bonus
Posted: 16 days ago
London
Hays London City Cheapside
Salary: £60000.00 - £90000.00 per annum
Posted: 18 days ago
London
360 Resourcing
Salary: Competitive
Posted: 23 days ago
Kingston upon Thames
Client Server
Salary: £35k to £40k + benefits
Posted: 14 days ago
London
Talent Point
Salary: £30000.00 - £35000.00 per annum
Posted: 16 days ago