The table below looks at the statistics for Data Extraction skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Extraction over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Extraction
England / London
Rank 489 573 595
Rank change year-on-year
+84 +22
Permanent jobs citing Data Extraction 78 75 59
As % of all permanent IT jobs located in London 0.24% 0.18% 0.14%
As % of the Processes & Methodologies category 0.26% 0.20% 0.16%
Number of salaries quoted 74 59 57
Median salary £52,750 £50,000 £50,000
Median salary % change year-on-year
+5.50% -
90% offered a salary of more than £37,500 £40,800 £35,000
10% offered a salary of more than £71,750 £65,000 £66,000
UK excluding London median salary £42,500 £37,500 £35,000
% change year-on-year
+13.33% +7.14%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29661 36820 36507
As % of all permanent IT jobs located in London 89.95% 89.25% 87.12%
Number of salaries quoted 24888 31447 30568
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Extraction
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Data Extraction as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Extraction Jobs Demand Trend in London

Data Extraction
Salary Trend in London

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

Data Extraction Salary Trend in London

Data Extraction
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Extraction across the London region over the 3 months to 26 February 2017.

Data Extraction Salary Histogram in London

Data Extraction
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 Extraction within the London region over the 3 months to 26 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
City of London +43 12 £43,750 -12.50% 2
Beckenham - 3 £45,000 -
Romford - 2 £46,250 -
Canary Wharf - 1 £72,500 -
Data Extraction
England

Data Extraction
Top 30 Related IT Skills in London

For the 6 months to 26 February 2017, IT jobs citing Data Extraction also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Data Extraction.

1 83 (60.14%) SQL
2 64 (46.38%) Analytics
3 52 (37.68%) SQL Server
4 49 (35.51%) ETL
5 46 (33.33%) Business Intelligence
6 44 (31.88%) Python
7 41 (29.71%) Java
8 36 (26.09%) Finance
9 31 (22.46%) T-SQL
9 31 (22.46%) Data Analysis
9 31 (22.46%) Degree
10 30 (21.74%) Data Modelling
11 29 (21.01%) Oracle
12 28 (20.29%) Tableau
13 26 (18.84%) R
13 26 (18.84%) Data Analytics
13 26 (18.84%) Visualisation
13 26 (18.84%) SQL Server Integration Services
14 25 (18.12%) Data Quality
15 23 (16.67%) Talend Open Studio
15 23 (16.67%) Talend
15 23 (16.67%) Relational Database
15 23 (16.67%) Analytical Skills
16 22 (15.94%) Linux
16 22 (15.94%) Mathematics
17 20 (14.49%) SAS
18 19 (13.77%) Banking
19 18 (13.04%) Agile Software Development
19 18 (13.04%) RDBMS
20 17 (12.32%) Data Warehouse

Data Extraction
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 20 (14.49%) SAS
2 17 (12.32%) Apache Spark
3 4 (2.90%) Apache Pig
4 1 (0.72%) Apache
4 1 (0.72%) Apache Solr
4 1 (0.72%) Mule
4 1 (0.72%) Oracle Service Bus
4 1 (0.72%) WebLogic
4 1 (0.72%) WebSphere
Applications
1 10 (7.25%) SPSS
2 9 (6.52%) MS Excel
3 3 (2.17%) MS Office
4 2 (1.45%) MS Project
4 2 (1.45%) MS Visio
5 1 (0.72%) EViews
Business Applications
1 3 (2.17%) SAP InfiniteInsight
2 1 (0.72%) Cognos Business Intelligence
2 1 (0.72%) Oracle Financials
2 1 (0.72%) Raiser's Edge
Cloud Services
1 11 (7.97%) Google Analytics
2 7 (5.07%) Amazon AWS
2 7 (5.07%) Amazon EC2
3 6 (4.35%) Amazon EMR
3 6 (4.35%) Amazon Kinesis
3 6 (4.35%) Amazon S3
Communications & Networking
1 1 (0.72%) Internet
Database & Business Intelligence
1 52 (37.68%) SQL Server
2 26 (18.84%) SQL Server Integration Services
3 23 (16.67%) Relational Database
4 18 (13.04%) RDBMS
5 17 (12.32%) Data Warehouse
6 15 (10.87%) Electronic Patient Records
6 15 (10.87%) Hadoop
6 15 (10.87%) QlikView
7 13 (9.42%) Power BI
8 12 (8.70%) Big Data
8 12 (8.70%) SQL Server Reporting Services
9 11 (7.97%) Mixpanel
10 10 (7.25%) Apache Hive
11 9 (6.52%) Data Mining
11 9 (6.52%) MongoDB
11 9 (6.52%) NoSQL
12 8 (5.80%) MySQL
13 7 (5.07%) Impala
13 7 (5.07%) Oracle Database
13 7 (5.07%) Oracle Database 11g
Development Applications
1 23 (16.67%) Talend Open Studio
2 4 (2.90%) Git (software)
3 3 (2.17%) Jenkins
3 3 (2.17%) JIRA
4 2 (1.45%) Cucumber
4 2 (1.45%) Rational Rhapsody
4 2 (1.45%) RSpec
5 1 (0.72%) Ant
5 1 (0.72%) Toad
General
1 36 (26.09%) Finance
2 19 (13.77%) Banking
3 15 (10.87%) Pharmaceutical
4 11 (7.97%) Marketing
5 5 (3.62%) Games
5 5 (3.62%) Legal
6 4 (2.90%) Law
7 2 (1.45%) Automotive
7 2 (1.45%) Danish Language
7 2 (1.45%) Financial Institution
7 2 (1.45%) Investment Banking
7 2 (1.45%) Retail
7 2 (1.45%) Telecoms
8 1 (0.72%) Billing
8 1 (0.72%) Corporate Banking
8 1 (0.72%) Manufacturing
8 1 (0.72%) Publishing
Job Titles
1 40 (28.99%) Analyst
2 23 (16.67%) Developer
3 19 (13.77%) Data Analyst
4 16 (11.59%) Business Intelligence Analyst
4 16 (11.59%) Data Scientist
5 14 (10.14%) Data Engineer
6 12 (8.70%) Applications Manager
7 9 (6.52%) Integration Engineer
8 8 (5.80%) Architect
8 8 (5.80%) Data Architect
9 7 (5.07%) Big Data Engineer
9 7 (5.07%) Programmer
9 7 (5.07%) Python Programmer
10 6 (4.35%) Business Intelligence Developer
10 6 (4.35%) ETL Architect
10 6 (4.35%) Oracle Architect
10 6 (4.35%) SQL Analyst
10 6 (4.35%) SQL Data Analyst
11 5 (3.62%) Data Consultant
11 5 (3.62%) Data Migration Developer
Libraries, Frameworks & Software Standards
1 9 (6.52%) .NET
2 5 (3.62%) ODBC
3 4 (2.90%) Natural Language Processing
4 3 (2.17%) Middleware
4 3 (2.17%) Web Services
5 2 (1.45%) Gherkin
5 2 (1.45%) JSON
5 2 (1.45%) MDX
5 2 (1.45%) XML
6 1 (0.72%) ASP.NET
6 1 (0.72%) D3.js
6 1 (0.72%) Lucene
6 1 (0.72%) Regular Expression
6 1 (0.72%) RESTful
Miscellaneous
1 23 (16.67%) Analytical Skills
2 15 (10.87%) Computer Science
2 15 (10.87%) Life Science
3 4 (2.90%) Credit Risk
4 3 (2.17%) Fintech
5 2 (1.45%) Data Structures
5 2 (1.45%) Derivative
5 2 (1.45%) Equities
5 2 (1.45%) Fixed Income
5 2 (1.45%) Foreign Exchange (FX)
6 1 (0.72%) Algorithms
6 1 (0.72%) Cybercrime
6 1 (0.72%) Data Centre
6 1 (0.72%) Management Information System
6 1 (0.72%) Market Risk
6 1 (0.72%) Semantic Web
6 1 (0.72%) Virtual Team
Operating Systems
1 22 (15.94%) Linux
2 8 (5.80%) Windows
3 1 (0.72%) Unix
Processes & Methodologies
1 64 (46.38%) Analytics
2 49 (35.51%) ETL
3 46 (33.33%) Business Intelligence
4 31 (22.46%) Data Analysis
5 30 (21.74%) Data Modelling
6 26 (18.84%) Data Analytics
6 26 (18.84%) Visualisation
7 22 (15.94%) Mathematics
8 18 (13.04%) Agile Software Development
9 17 (12.32%) Logical Data Model
10 16 (11.59%) Data Flow Diagram
10 16 (11.59%) Data Integration
10 16 (11.59%) Data Visualisation
11 15 (10.87%) Data Management
11 15 (10.87%) Economics
12 14 (10.14%) Data Cleansing
13 10 (7.25%) Migration
13 10 (7.25%) Statistical Analysis
14 9 (6.52%) Machine Learning
14 9 (6.52%) Statistics
Programming Languages
1 83 (60.14%) SQL
2 44 (31.88%) Python
3 41 (29.71%) Java
4 31 (22.46%) T-SQL
5 26 (18.84%) R
6 17 (12.32%) PL/SQL
7 13 (9.42%) MATLAB
8 10 (7.25%) C#
9 8 (5.80%) Scala
10 7 (5.07%) PHP
10 7 (5.07%) Ruby
10 7 (5.07%) VBA
11 5 (3.62%) C++
11 5 (3.62%) VB
12 2 (1.45%) Perl
12 2 (1.45%) Shell Script
13 1 (0.72%) JavaScript
Qualifications
1 31 (22.46%) Degree
2 11 (7.97%) PhD
3 2 (1.45%) Security Cleared
Quality Assurance & Compliance
1 25 (18.12%) Data Quality
2 5 (3.62%) QA
3 2 (1.45%) HL7
4 1 (0.72%) EMIR
4 1 (0.72%) IFRS
4 1 (0.72%) IFRS 9
4 1 (0.72%) SDET
System Software
1 6 (4.35%) Docker
Systems Management
1 6 (4.35%) Ansible
Vendors
1 29 (21.01%) Oracle
2 28 (20.29%) Tableau
3 23 (16.67%) Talend
4 12 (8.70%) Google
5 10 (7.25%) Informatica
6 9 (6.52%) MuleSoft
7 8 (5.80%) Microsoft
8 4 (2.90%) Cognos
9 3 (2.17%) Platfora
10 2 (1.45%) Apple
10 2 (1.45%) SAP
11 1 (0.72%) Jaspersoft
11 1 (0.72%) Salesforce.com
11 1 (0.72%) Teradata
East London
Lorien Resourcing
Salary: £40000 - £55000 per annum + Bonus + Benefits
Posted: 2 days ago
West London
QVC
Salary: Competitive
Posted: 3 days ago
London
Computer People
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 6 days ago
East London
Lorien Resourcing
Salary: £70000 - £100000 per annum + Car Allow + Bonus + Benefits
Posted: 2 days ago
South West London
Michael Page Technology
Salary: £37500 - £45000 per annum + benefits
Posted: 5 days ago
London
Computer People
Salary: £35000.00 - £41000.00 per annum + Benefits
Posted: 6 days ago
Croydon
Churchill Frank
Salary: £35000 - £45000 per annum + 10% bonus
Posted: 10 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 9 days ago
West End
Talent Point
Salary: £40000.00 - £50000.00 per annum
Posted: 18 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 18 days ago
City of London
TDA Group
Salary: £55000 - £65000 per annum
Posted: 15 days ago
West End
Talent Point
Salary: £45000.00 - £55000.00 per annum
Posted: 17 days ago
London
Client Server
Salary: £50k to £65k + stock options
Posted: 12 days ago