Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Flow Diagram skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Flow Diagram over the 6 months to 12 December 2017 with a comparison to the same period in the previous 2 years.

Data Flow Diagrams
England > London
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 781 802 869
Rank change year-on-year +21 +67 -8
Permanent jobs citing Data Flow Diagram 65 41 42
As % of all permanent IT jobs advertised in London 0.088% 0.055% 0.048%
As % of the Processes & Methodologies category 0.096% 0.061% 0.054%
Number of salaries quoted 40 34 34
London median annual salary £57,500 £57,500 £57,500
10th Percentile £37,500 £45,000 £48,750
90th Percentile £70,000 £73,500 £72,900
England median annual salary £52,000 £48,750 £52,500
% change year-on-year +6.67% -7.14% +10.53%

Data Flow Diagram is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 67925 67571 78447
As % of all permanent IT jobs advertised in London 91.67% 90.62% 89.67%
Number of salaries quoted 52789 57901 66423
London median annual salary £60,000 £59,000 £55,000
Median salary % change year-on-year +1.69% +7.27% -
10th Percentile £35,000 £33,750 £33,500
90th Percentile £90,000 £89,000 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Flow Diagram
Job Vacancy Trend in London

Job postings citing Data Flow Diagram as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Flow Diagram in London

Data Flow Diagram
Salary Trend in London

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

Salary trend for Data Flow Diagram in London

Data Flow Diagram
Salary Histogram in London

The salary distribution of IT jobs citing Data Flow Diagram in London over the 6 months to 12 December 2017.

Salary histogram for Data Flow Diagram in London

Data Flow Diagram
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 Flow Diagram within the London region over the 6 months to 12 December 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +13 10 £57,500 -
Data Flow Diagram
England

For the 6 months to 12 December 2017, IT jobs citing Data Flow Diagram 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 Flow Diagram.

1 44 (67.69%) Finance
2 39 (60.00%) SQL
3 27 (41.54%) ETL
4 25 (38.46%) Agile Software Development
4 25 (38.46%) Business Analysis
5 23 (35.38%) Stakeholder Management
6 21 (32.31%) Data Mapping
7 19 (29.23%) Banking
7 19 (29.23%) Informatica
7 19 (29.23%) SharePoint
8 17 (26.15%) PL/SQL
8 17 (26.15%) ISEB
8 17 (26.15%) Data Modelling
9 16 (24.62%) Analytical Skills
9 16 (24.62%) User Stories
10 15 (23.08%) Hedge funds
10 15 (23.08%) SDLC
10 15 (23.08%) Investment Banking
10 15 (23.08%) Asset Management
10 15 (23.08%) BPMN
10 15 (23.08%) JIRA
10 15 (23.08%) Fund Management
10 15 (23.08%) Microsoft Project
10 15 (23.08%) Fixed Income
10 15 (23.08%) Equities
10 15 (23.08%) Financial Institution
11 14 (21.54%) PRINCE2
11 14 (21.54%) PRINCE
12 13 (20.00%) SQL Server
12 13 (20.00%) Java

Data Flow Diagram
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 19 (29.23%) SharePoint
2 3 (4.62%) Apache Spark
3 1 (1.54%) Skype for Business
Applications
1 15 (23.08%) Microsoft Project
2 8 (12.31%) Microsoft Excel
3 1 (1.54%) Microsoft Office
Business Applications
1 3 (4.62%) CA PPM
2 2 (3.08%) Dynamics AX
3 1 (1.54%) Dynamics CRM
3 1 (1.54%) Dynamics NAV
Cloud Services
1 3 (4.62%) Microsoft Azure
2 2 (3.08%) Amazon AWS
2 2 (3.08%) SaaS
3 1 (1.54%) Dynamics 365
3 1 (1.54%) Office 365
Communications & Networking
1 3 (4.62%) Firewall
1 3 (4.62%) Intrusion Detection
1 3 (4.62%) TCP/IP
2 1 (1.54%) SMS
2 1 (1.54%) Unified Communications
Database & Business Intelligence
1 13 (20.00%) SQL Server
2 12 (18.46%) Data Warehouse
3 10 (15.38%) Relational Database
4 8 (12.31%) RDBMS
4 8 (12.31%) SQL Server Integration Services
5 7 (10.77%) BusinessObjects
6 5 (7.69%) Electronic Patient Records
7 4 (6.15%) Pentaho
7 4 (6.15%) SQL Server Reporting Services
8 3 (4.62%) Big Data
9 1 (1.54%) Apache Hive
9 1 (1.54%) Hadoop
9 1 (1.54%) PostgreSQL
Development Applications
1 15 (23.08%) JIRA
2 11 (16.92%) Talend Open Studio
3 4 (6.15%) Rational Rhapsody
4 3 (4.62%) Sonatype Nexus
5 1 (1.54%) Jenkins
General
1 44 (67.69%) Finance
2 19 (29.23%) Banking
3 15 (23.08%) Financial Institution
3 15 (23.08%) Investment Banking
4 6 (9.23%) Advertising
4 6 (9.23%) Pharmaceutical
5 5 (7.69%) Marketing
6 2 (3.08%) Retail
7 1 (1.54%) Law
Job Titles
1 51 (78.46%) Analyst
2 38 (58.46%) Business Analyst
3 20 (30.77%) Data Business Analyst
4 16 (24.62%) Banking Analyst
4 16 (24.62%) Banking Business Analyst
5 15 (23.08%) Agile Business Analyst
5 15 (23.08%) Financial Analyst
6 13 (20.00%) Data Analyst
6 13 (20.00%) Fixed Income Business Analyst
6 13 (20.00%) Lead Business Analyst
6 13 (20.00%) Market Data Analyst
6 13 (20.00%) Market Data Business Analyst
7 10 (15.38%) Finance Business Analyst
7 10 (15.38%) Financial Business Analyst
7 10 (15.38%) Financial Services Business Analyst
7 10 (15.38%) Service Analyst
8 7 (10.77%) Data Engineer
8 7 (10.77%) Integration Engineer
8 7 (10.77%) Senior Business Analyst
8 7 (10.77%) Senior Financial Analyst
Libraries, Frameworks & Software Standards
1 3 (4.62%) Kafka
2 1 (1.54%) .NET
2 1 (1.54%) Akka
2 1 (1.54%) Web Services
Miscellaneous
1 16 (24.62%) Analytical Skills
2 15 (23.08%) Equities
2 15 (23.08%) Fixed Income
2 15 (23.08%) Hedge funds
3 8 (12.31%) Data Structures
4 6 (9.23%) Life Science
5 5 (7.69%) User Experience
6 4 (6.15%) Management Information System
7 3 (4.62%) BYOD
7 3 (4.62%) Computer Science
7 3 (4.62%) Cyber Attack
7 3 (4.62%) Distributed Denial-of-Service
8 2 (3.08%) Replication
9 1 (1.54%) PKI
9 1 (1.54%) Private Cloud
9 1 (1.54%) Security Operations Centre
Operating Systems
1 8 (12.31%) Linux
2 3 (4.62%) Windows
Processes & Methodologies
1 27 (41.54%) ETL
2 25 (38.46%) Agile Software Development
2 25 (38.46%) Business Analysis
3 23 (35.38%) Stakeholder Management
4 21 (32.31%) Data Mapping
5 17 (26.15%) Data Modelling
6 16 (24.62%) User Stories
7 15 (23.08%) Asset Management
7 15 (23.08%) BPMN
7 15 (23.08%) Fund Management
7 15 (23.08%) SDLC
8 14 (21.54%) PRINCE
8 14 (21.54%) PRINCE2
9 13 (20.00%) Data Management
9 13 (20.00%) TDD
9 13 (20.00%) Use Case
9 13 (20.00%) Waterfall
10 10 (15.38%) Business Intelligence
11 9 (13.85%) Data Extraction
11 9 (13.85%) Logical Data Model
Programming Languages
1 39 (60.00%) SQL
2 17 (26.15%) PL/SQL
3 13 (20.00%) Java
4 9 (13.85%) T-SQL
Qualifications
1 17 (26.15%) ISEB
2 9 (13.85%) Degree
3 5 (7.69%) CBAP
3 5 (7.69%) IIBA
4 3 (4.62%) CEH
4 3 (4.62%) Computer Science Degree
5 1 (1.54%) CISSP
Quality Assurance & Compliance
1 10 (15.38%) Data Quality
2 4 (6.15%) ISO/IEC 27001
3 3 (4.62%) PMO
4 1 (1.54%) PCI DSS
4 1 (1.54%) Sarbanes-Oxley
System Software
1 1 (1.54%) Active Directory
Systems Management
1 1 (1.54%) Mesos
Vendors
1 19 (29.23%) Informatica
2 11 (16.92%) Talend
3 10 (15.38%) Oracle
4 7 (10.77%) Alteryx
4 7 (10.77%) MuleSoft
5 6 (9.23%) Microsoft
6 3 (4.62%) HP
6 3 (4.62%) Planview