The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
England / London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 511 585 594
Rank change year-on-year +74 +9  
Permanent jobs citing Data Extraction 77 69 68
As % of all permanent IT jobs advertised in London 0.23% 0.16% 0.16%
As % of the Processes & Methodologies category 0.25% 0.18% 0.18%
Number of salaries quoted 72 54 60
Median salary £55,000 £51,250 £58,750
Median salary % change year-on-year +7.31% -12.76%  
90% offered a salary of more than £37,500 £38,600 £35,000
10% offered a salary of more than £74,750 £68,500 £70,000
UK excluding London median salary £42,500 £38,750 £35,000
% change year-on-year +9.67% +10.71%  

Data Extraction is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30506 38035 37341
As % of all permanent IT job vacancies advertised in London 90.23% 89.73% 87.67%
Number of salaries quoted 25597 32507 31158
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Extraction
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Extraction as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Extraction 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 in London.

Salary trend for Data Extraction in London

Data Extraction
Salary Histogram in London

The salary distribution of IT jobs citing Data Extraction in London over the 3 months to 29 March 2017.

Salary histogram for Data Extraction 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 29 March 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 +47 9 £57,500 +15.00% 3
Beckenham - 2 £45,000 -
Romford - 2 £46,250 -
Canary Wharf - 1 £72,500 -
Chiswick - 1 £44,000 -
Data Extraction
England

For the 6 months to 29 March 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 89 (64.49%) SQL
2 65 (47.10%) Analytics
3 55 (39.86%) SQL Server
4 52 (37.68%) Python
5 47 (34.06%) ETL
6 42 (30.43%) Java
7 41 (29.71%) Business Intelligence
8 38 (27.54%) R
9 35 (25.36%) Tableau
10 32 (23.19%) Degree
11 31 (22.46%) Data Modelling
12 29 (21.01%) Oracle
13 28 (20.29%) T-SQL
13 28 (20.29%) Data Analytics
14 27 (19.57%) SQL Server Integration Services
14 27 (19.57%) Finance
15 26 (18.84%) Linux
15 26 (18.84%) SAS
15 26 (18.84%) Data Quality
16 25 (18.12%) Analytical Skills
17 24 (17.39%) Visualisation
18 23 (16.67%) Relational Database
19 21 (15.22%) Talend Open Studio
19 21 (15.22%) Talend
19 21 (15.22%) Banking
19 21 (15.22%) Data Analysis
19 21 (15.22%) QlikView
20 20 (14.49%) Mathematics
21 19 (13.77%) Data Warehouse
22 18 (13.04%) RDBMS

Data Extraction
Co-occurring 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 26 (18.84%) SAS
2 18 (13.04%) Apache Spark
3 4 (2.90%) Apache Pig
4 2 (1.45%) IBM HTTP Server
4 2 (1.45%) IIS
4 2 (1.45%) Oracle HTTP Server
5 1 (0.72%) Apache
5 1 (0.72%) Apache Solr
Applications
1 17 (12.32%) SPSS
2 9 (6.52%) MS Excel
3 4 (2.90%) MS Office
4 1 (0.72%) EViews
4 1 (0.72%) MS PowerPoint
4 1 (0.72%) MS Project
4 1 (0.72%) MS Visio
Business Applications
1 12 (8.70%) SAP InfiniteInsight
2 2 (1.45%) Raiser's Edge
3 1 (0.72%) Adobe Campaign
3 1 (0.72%) Cognos Business Intelligence
Cloud Services
1 12 (8.70%) Google Analytics
2 7 (5.07%) Amazon EC2
3 6 (4.35%) Amazon AWS
3 6 (4.35%) Amazon EMR
3 6 (4.35%) Amazon Kinesis
3 6 (4.35%) Amazon S3
Communications & Networking
1 2 (1.45%) HTTP
2 1 (0.72%) Internet
Database & Business Intelligence
1 55 (39.86%) SQL Server
2 27 (19.57%) SQL Server Integration Services
3 23 (16.67%) Relational Database
4 21 (15.22%) QlikView
5 19 (13.77%) Data Warehouse
6 18 (13.04%) RDBMS
7 16 (11.59%) Electronic Patient Records
7 16 (11.59%) Spotfire
8 14 (10.14%) Hadoop
9 13 (9.42%) SQL Server Reporting Services
10 12 (8.70%) Power BI
11 11 (7.97%) Apache Hive
11 11 (7.97%) Mixpanel
12 9 (6.52%) Big Data
12 9 (6.52%) Data Mining
12 9 (6.52%) MongoDB
12 9 (6.52%) NoSQL
13 8 (5.80%) Impala
14 6 (4.35%) Amazon DynamoDB
14 6 (4.35%) Amazon Redshift
Development Applications
1 21 (15.22%) Talend Open Studio
2 4 (2.90%) Rational Rhapsody
3 2 (1.45%) Ant
3 2 (1.45%) Jenkins
3 2 (1.45%) Maven
3 2 (1.45%) Subversion
4 1 (0.72%) Git (software)
4 1 (0.72%) JIRA
4 1 (0.72%) Toad
General
1 27 (19.57%) Finance
2 21 (15.22%) Banking
3 17 (12.32%) Pharmaceutical
4 11 (7.97%) Marketing
5 5 (3.62%) Games
5 5 (3.62%) Telecoms
6 4 (2.90%) Financial Institution
6 4 (2.90%) Law
6 4 (2.90%) Legal
7 3 (2.17%) Corporate Banking
8 2 (1.45%) Automotive
8 2 (1.45%) Retail
9 1 (0.72%) Back Office
9 1 (0.72%) Danish Language
9 1 (0.72%) French Language
9 1 (0.72%) Investment Banking
9 1 (0.72%) Manufacturing
9 1 (0.72%) Publishing
Job Titles
1 37 (26.81%) Analyst
2 24 (17.39%) Developer
3 20 (14.49%) Data Analyst
4 16 (11.59%) Data Engineer
4 16 (11.59%) Data Scientist
5 12 (8.70%) Applications Manager
5 12 (8.70%) Business Intelligence Analyst
6 9 (6.52%) Architect
6 9 (6.52%) Consultant
6 9 (6.52%) Data Architect
6 9 (6.52%) Data Consultant
6 9 (6.52%) Integration Engineer
7 8 (5.80%) Business Intelligence Developer
7 8 (5.80%) Programmer
7 8 (5.80%) Python Programmer
8 7 (5.07%) Business Developer
8 7 (5.07%) Data Analytics Consultant
8 7 (5.07%) Data Manager
8 7 (5.07%) ETL Architect
8 7 (5.07%) Oracle Architect
Libraries, Frameworks & Software Standards
1 12 (8.70%) .NET
2 4 (2.90%) Natural Language Processing
2 4 (2.90%) ODBC
3 3 (2.17%) ASP.NET
3 3 (2.17%) Web Services
4 2 (1.45%) J2EE
4 2 (1.45%) Middleware
5 1 (0.72%) D3.js
5 1 (0.72%) Lucene
5 1 (0.72%) MDX
5 1 (0.72%) Regular Expression
Miscellaneous
1 25 (18.12%) Analytical Skills
2 17 (12.32%) Life Science
3 12 (8.70%) Computer Science
4 4 (2.90%) Credit Risk
5 3 (2.17%) Management Information System
5 3 (2.17%) Market Risk
6 2 (1.45%) Algorithms
6 2 (1.45%) Fintech
7 1 (0.72%) Derivative
7 1 (0.72%) Equities
7 1 (0.72%) Fixed Income
7 1 (0.72%) Foreign Exchange (FX)
7 1 (0.72%) Semantic Web
7 1 (0.72%) User Experience
7 1 (0.72%) Virtual Team
Operating Systems
1 26 (18.84%) Linux
2 8 (5.80%) Windows
3 2 (1.45%) Unix
Processes & Methodologies
1 65 (47.10%) Analytics
2 47 (34.06%) ETL
3 41 (29.71%) Business Intelligence
4 31 (22.46%) Data Modelling
5 28 (20.29%) Data Analytics
6 24 (17.39%) Visualisation
7 21 (15.22%) Data Analysis
8 20 (14.49%) Mathematics
9 18 (13.04%) Logical Data Model
10 17 (12.32%) Data Flow Diagram
10 17 (12.32%) Data Integration
11 16 (11.59%) Economics
12 15 (10.87%) Agile Software Development
12 15 (10.87%) Data Cleansing
12 15 (10.87%) Data Management
13 14 (10.14%) Data Visualisation
14 9 (6.52%) Data Lineage
14 9 (6.52%) Information Architecture
14 9 (6.52%) MapReduce
14 9 (6.52%) Statistical Analysis
Programming Languages
1 89 (64.49%) SQL
2 52 (37.68%) Python
3 42 (30.43%) Java
4 38 (27.54%) R
5 28 (20.29%) T-SQL
6 18 (13.04%) PL/SQL
7 17 (12.32%) VBA
8 13 (9.42%) MATLAB
9 12 (8.70%) C#
10 6 (4.35%) Scala
11 5 (3.62%) C++
12 4 (2.90%) PHP
12 4 (2.90%) VB
13 2 (1.45%) Ruby
13 2 (1.45%) Shell Script
14 1 (0.72%) JavaScript
Qualifications
1 32 (23.19%) Degree
2 9 (6.52%) PhD
2 9 (6.52%) Security Cleared
Quality Assurance & Compliance
1 26 (18.84%) Data Quality
2 3 (2.17%) QA
3 2 (1.45%) HL7
4 1 (0.72%) EMIR
4 1 (0.72%) IFRS
4 1 (0.72%) IFRS 9
System Software
1 6 (4.35%) Docker
Systems Management
1 6 (4.35%) Ansible
2 2 (1.45%) Puppet
Vendors
1 35 (25.36%) Tableau
2 29 (21.01%) Oracle
3 21 (15.22%) Talend
4 14 (10.14%) Google
5 10 (7.25%) Informatica
6 9 (6.52%) MuleSoft
7 8 (5.80%) Microsoft
8 5 (3.62%) Cognos
9 2 (1.45%) Apple
9 2 (1.45%) ATG
9 2 (1.45%) Cognizant
9 2 (1.45%) IBM
9 2 (1.45%) MicroStrategy
9 2 (1.45%) Platfora
9 2 (1.45%) Teradata
9 2 (1.45%) webMethods
10 1 (0.72%) Adobe
10 1 (0.72%) Jaspersoft
10 1 (0.72%) Optimizely
10 1 (0.72%) Snow
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Nicoll Curtin
Salary: £400 - £450 per day
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
London
Square One Resources
Salary: From £45,000 to £55,000 per annum
Posted: 2 days ago
South West London
Michael Page Technology
Salary: £33000 - £38000 per annum + benefits
Posted: 6 days ago
North West London
Hudson IT
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Talent Point
Salary: £60000.00 - £65000.00 per annum
Posted: 9 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 16 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £55000 - £60000 per annum + BONUS + BENS
Posted: 12 days ago
London
Client Server
Salary: £50000 - £65000 per annum + stock options
Posted: 8 days ago
City of London
Talent Point
Salary: £60000.00 - £65000.00 per annum
Posted: 19 days ago
London
Cognizant
Posted: 13 days ago
North West London
Spacebar Media
Salary: Competitive + Benefits
Posted: 26 days ago
London
Mason Frank International
Posted: 6 days ago