Period
to 8 December 2021

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 8 December 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
England > London
6 months to
8 Dec 2021
Same period 2020 Same period 2019
Rank 222 249 285
Rank change year-on-year +27 +36 +83
Contract jobs citing Data Integration 490 142 295
As % of all contract jobs advertised in London 1.28% 0.87% 0.86%
As % of the Processes & Methodologies category 1.41% 0.98% 0.97%
Number of daily rates quoted 333 92 206
10th Percentile £413 £378 £375
25th Percentile £513 £463 £463
Median daily rate (50th Percentile) £580 £550 £525
Median % change year-on-year +5.45% +4.76% -
75th Percentile £725 £638 £638
90th Percentile £788 £675 £725
England median daily rate £570 £525 £525
% change year-on-year +8.57% - +7.69%
Number of hourly rates quoted 0 1 1
Median hourly rate - £77.50 £13.50
Median % change year-on-year - +474.07% -46.53%
England median hourly rate £42.50 £50.00 £58.75
% change year-on-year -15.00% -14.89% +167.05%

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

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 34,800 14,480 30,285
As % of all contract IT jobs advertised in London 91.25% 88.71% 88.54%
Number of daily rates quoted 25,255 10,466 22,117
10th Percentile £378 £319 £323
25th Percentile £463 £413 £413
Median daily rate (50th Percentile) £550 £500 £513
Median % change year-on-year +10.00% -2.44% +2.50%
75th Percentile £663 £613 £600
90th Percentile £750 £700 £688
England median daily rate £525 £475 £475
% change year-on-year +10.53% - -
Number of hourly rates quoted 332 134 365
10th Percentile £17.00 £16.16 £12.44
25th Percentile £21.50 £23.00 £16.08
Median hourly rate £37.25 £32.00 £22.33
Median % change year-on-year +16.41% +43.30% +4.20%
75th Percentile £54.47 £45.75 £42.00
90th Percentile £70.00 £59.63 £53.28
England median hourly rate £24.46 £27.50 £21.51
% change year-on-year -11.07% +27.83% +6.74%

Data Integration
Job Vacancy Trend in London

Job postings citing Data Integration as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Integration in London

Data Integration
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Data Integration in London.

Daily rate trend for Data Integration in London

Data Integration
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Integration in London over the 6 months to 8 December 2021.

Daily rate histogram for Data Integration in London

Data Integration
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Data Integration in London.

Hourly rate trend for Data Integration in London

Data Integration
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the London region over the 6 months to 8 December 2021. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -26 43 £581 +16.10% 17
West London -23 5 £574 -8.93% 5
Data Integration
England

For the 6 months to 8 December 2021, IT contractor jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Data Integration.

1 191 (38.98%) SQL
2 164 (33.47%) Data Modelling
2 164 (33.47%) Finance
3 158 (32.24%) Azure
4 145 (29.59%) ETL
5 135 (27.55%) Agile Software Development
6 131 (26.73%) Analytics
7 129 (26.33%) Data Warehouse
8 126 (25.71%) Social Skills
9 113 (23.06%) Data Management
10 109 (22.24%) AWS
11 108 (22.04%) Big Data
12 102 (20.82%) Data Architecture
13 100 (20.41%) Data Analysis
14 95 (19.39%) Business Intelligence
15 86 (17.55%) Migration
16 83 (16.94%) Data Lake
17 82 (16.73%) Data Quality
18 77 (15.71%) Master Data Management
19 76 (15.51%) Oracle
20 73 (14.90%) Java
21 69 (14.08%) Apache Spark
22 66 (13.47%) Power Platform
23 65 (13.27%) Power BI
23 65 (13.27%) SQL Server
24 64 (13.06%) Stakeholder Management
25 61 (12.45%) Python
26 60 (12.24%) TOGAF
27 58 (11.84%) Microsoft
28 56 (11.43%) Kafka

Data Integration
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 69 (14.08%) Apache Spark
2 12 (2.45%) Confluence
2 12 (2.45%) Oracle Workflow
3 10 (2.04%) Apache
4 9 (1.84%) Elasticsearch
5 6 (1.22%) BizTalk Server
5 6 (1.22%) SAS
6 4 (0.82%) Oracle Coherence
7 3 (0.61%) Apache Airflow
7 3 (0.61%) Jupyter
8 2 (0.41%) CMS
8 2 (0.41%) JBoss
8 2 (0.41%) SharePoint
9 1 (0.20%) Camunda
9 1 (0.20%) Cloud Foundry
9 1 (0.20%) IIS
9 1 (0.20%) Oracle SOA Suite
9 1 (0.20%) PowerExchange
9 1 (0.20%) WildFly
Applications
1 12 (2.45%) Microsoft Excel
2 6 (1.22%) Microsoft PowerPoint
3 5 (1.02%) Microsoft Project
4 2 (0.41%) Oracle Smart View
4 2 (0.41%) Spreadsheet
5 1 (0.20%) Microsoft Office
5 1 (0.20%) MS Visio
Business Applications
1 7 (1.43%) Dynamics CRM
1 7 (1.43%) SAP S/4HANA
2 6 (1.22%) Sparx Enterprise Architect
3 3 (0.61%) SAP Oil and Gas
4 2 (0.41%) Dynamics AX
4 2 (0.41%) Oracle EBS
4 2 (0.41%) Oracle Subledger Accounting
4 2 (0.41%) Remedy ITSM
4 2 (0.41%) SAP AFS
4 2 (0.41%) SAP HCM
4 2 (0.41%) SAP Retail
5 1 (0.20%) Dynamics NAV
5 1 (0.20%) HFM
5 1 (0.20%) Hyperion Planning
5 1 (0.20%) NetSuite
5 1 (0.20%) Oracle Payables
5 1 (0.20%) PeopleSoft HCM
5 1 (0.20%) SAP BPC
5 1 (0.20%) SAP FS
5 1 (0.20%) SimCorp Dimension
Cloud Services
1 158 (32.24%) Azure
2 109 (22.24%) AWS
3 66 (13.47%) Power Platform
4 38 (7.76%) GCP
5 36 (7.35%) Azure Data Factory
6 33 (6.73%) Snowflake
7 27 (5.51%) Amazon S3
8 26 (5.31%) Serverless
9 18 (3.67%) Collibra
10 16 (3.27%) AWS Lambda
11 15 (3.06%) SaaS
12 12 (2.45%) Amazon EMR
13 10 (2.04%) Azure Storage
14 9 (1.84%) Azure Active Directory
14 9 (1.84%) Azure Functions
14 9 (1.84%) Dynamics 365
14 9 (1.84%) OpenShift
14 9 (1.84%) PaaS
15 8 (1.63%) Azure Logic Apps
16 7 (1.43%) Azure Cosmos DB
Communications & Networking
1 11 (2.24%) NAS
1 11 (2.24%) SAN
2 10 (2.04%) FTP
3 1 (0.20%) Firewall
3 1 (0.20%) HTTP
3 1 (0.20%) HTTPS
3 1 (0.20%) Intranet
3 1 (0.20%) Network Security
3 1 (0.20%) SMTP
3 1 (0.20%) VLAN
Database & Business Intelligence
1 129 (26.33%) Data Warehouse
2 108 (22.04%) Big Data
3 83 (16.94%) Data Lake
4 65 (13.27%) Power BI
4 65 (13.27%) SQL Server
5 51 (10.41%) Metadata
6 44 (8.98%) SQL Server Integration Services
7 42 (8.57%) Hadoop
8 40 (8.16%) PostgreSQL
9 32 (6.53%) Relational Database
9 32 (6.53%) Tableau
10 30 (6.12%) Pentaho
11 29 (5.92%) NoSQL
12 23 (4.69%) Amazon Redshift
12 23 (4.69%) QlikView
13 21 (4.29%) RDBMS
14 20 (4.08%) IBM InfoSphere
15 19 (3.88%) Star Schema
16 16 (3.27%) Qlik Sense
17 14 (2.86%) Neo4j
Development Applications
1 43 (8.78%) PowerDesigner
2 25 (5.10%) Git (software)
3 24 (4.90%) JIRA
4 21 (4.29%) ERwin
4 21 (4.29%) kappa
5 16 (3.27%) Jenkins
6 6 (1.22%) SQL Server Management Studio (SSMS)
6 6 (1.22%) Visual Studio Team System
7 5 (1.02%) Subversion
7 5 (1.02%) Team Foundation Server
8 3 (0.61%) Artifactory
8 3 (0.61%) ER Studio
8 3 (0.61%) Maven
8 3 (0.61%) Postman
8 3 (0.61%) SonarQube
8 3 (0.61%) Sonatype Nexus
8 3 (0.61%) Visual Studio Code
9 2 (0.41%) CircleCI
9 2 (0.41%) GoCD
9 2 (0.41%) LSMW
General
1 164 (33.47%) Finance
2 126 (25.71%) Social Skills
3 50 (10.20%) Banking
4 37 (7.55%) Public Sector
5 36 (7.35%) Analytical Skills
6 35 (7.14%) Marketing
7 31 (6.33%) Manufacturing
8 23 (4.69%) Telecoms
9 22 (4.49%) Electronics
10 19 (3.88%) Investment Banking
11 18 (3.67%) Retail
12 17 (3.47%) Presentation Skills
13 12 (2.45%) Legal
14 11 (2.24%) Influencing Skills
15 9 (1.84%) Law
16 7 (1.43%) Documentation Skills
17 6 (1.22%) Financial Institution
18 5 (1.02%) Front Office
18 5 (1.02%) Organisational Skills
19 2 (0.41%) Advertising
Job Titles
1 157 (32.04%) Architect
2 97 (19.80%) Data Architect
3 77 (15.71%) Data Engineer
4 67 (13.67%) Developer
5 63 (12.86%) Analyst
6 50 (10.20%) Solutions Architect
7 44 (8.98%) Data Analyst
8 30 (6.12%) Consultant
9 29 (5.92%) Data Modeller
10 22 (4.49%) Business Analyst
10 22 (4.49%) Data Consultant
11 20 (4.08%) Integration Architect
12 17 (3.47%) Data Integration Architect
12 17 (3.47%) Lead Architect
13 15 (3.06%) Technical Manager
14 12 (2.45%) Azure Architect
14 12 (2.45%) Integration Engineer
14 12 (2.45%) Programme Manager
15 11 (2.24%) SQL Analyst
15 11 (2.24%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 56 (11.43%) Kafka
2 51 (10.41%) JSON
3 42 (8.57%) Web Services
4 36 (7.35%) XML
5 27 (5.51%) REST
6 21 (4.29%) .NET
6 21 (4.29%) Spring
7 11 (2.24%) Oracle GoldenGate
8 10 (2.04%) JSON-LD
8 10 (2.04%) RESTful
8 10 (2.04%) SWRL
9 9 (1.84%) Middleware
10 8 (1.63%) HTML
10 8 (1.63%) PySpark
11 7 (1.43%) Apache Avro
11 7 (1.43%) Spring Boot
12 6 (1.22%) Apache NiFi
12 6 (1.22%) SOAP
13 5 (1.02%) .NET Core
14 4 (0.82%) MEAN Stack
Miscellaneous
1 37 (7.55%) Virtual Team
2 25 (5.10%) Reference Data
3 18 (3.67%) Management Information System
4 16 (3.27%) Taxonomies
5 13 (2.65%) Self-Motivation
6 12 (2.45%) Data Structures
6 12 (2.45%) Legacy Systems
7 11 (2.24%) Cyberattack
7 11 (2.24%) Data Protection Act
8 10 (2.04%) Replication
9 7 (1.43%) Algorithms
9 7 (1.43%) Cloud Native
9 7 (1.43%) Enterprise Software
10 5 (1.02%) SWIFT
10 5 (1.02%) User Experience
11 4 (0.82%) Marketing Technology
11 4 (0.82%) Public Cloud
12 3 (0.61%) Fixed Income
12 3 (0.61%) Greenfield Project
12 3 (0.61%) NHS
Operating Systems
1 15 (3.06%) Linux
2 9 (1.84%) Unix
3 2 (0.41%) Red Hat Enterprise Linux
3 2 (0.41%) Windows
4 1 (0.20%) Mac OS X
4 1 (0.20%) VMS
Processes & Methodologies
1 164 (33.47%) Data Modelling
2 145 (29.59%) ETL
3 135 (27.55%) Agile Software Development
4 131 (26.73%) Analytics
5 113 (23.06%) Data Management
6 102 (20.82%) Data Architecture
7 100 (20.41%) Data Analysis
8 95 (19.39%) Business Intelligence
9 86 (17.55%) Migration
10 77 (15.71%) Master Data Management
11 64 (13.06%) Stakeholder Management
12 60 (12.24%) TOGAF
13 51 (10.41%) DevOps
14 50 (10.20%) Enterprise Architecture
15 48 (9.80%) Data Migration
16 46 (9.39%) Data Engineering
17 44 (8.98%) Data Governance
18 42 (8.57%) Data Science
19 38 (7.76%) ERP
20 35 (7.14%) Data Mapping
Programming Languages
1 191 (38.98%) SQL
2 73 (14.90%) Java
3 61 (12.45%) Python
4 36 (7.35%) T-SQL
5 33 (6.73%) C#
6 31 (6.33%) JavaScript
7 26 (5.31%) R
8 18 (3.67%) Scala
9 16 (3.27%) PL/SQL
10 15 (3.06%) PowerShell
11 14 (2.86%) Shell Script
12 11 (2.24%) Bash Shell
13 10 (2.04%) SPARQL
14 7 (1.43%) COBOL
15 6 (1.22%) C++
15 6 (1.22%) HiveQL
15 6 (1.22%) Java 11
15 6 (1.22%) Java 8
16 4 (0.82%) C
16 4 (0.82%) Go
Qualifications
1 28 (5.71%) Security Cleared
2 22 (4.49%) Degree
2 22 (4.49%) SC Cleared
3 6 (1.22%) Computer Science Degree
4 4 (0.82%) PMI Certification
4 4 (0.82%) PMP
5 3 (0.61%) BPSS Clearance
6 2 (0.41%) DV Cleared
6 2 (0.41%) Numerate Degree
7 1 (0.20%) AWS Certification
7 1 (0.20%) CTC Cleared
7 1 (0.20%) Master's Degree
7 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 82 (16.73%) Data Quality
2 23 (4.69%) GDPR
3 6 (1.22%) SLA
4 5 (1.02%) Accessibility
5 4 (0.82%) ISO 20022
5 4 (0.82%) PMO
5 4 (0.82%) QA
6 3 (0.61%) ISO/IEC 27001
6 3 (0.61%) Sarbanes-Oxley
7 2 (0.41%) NCSC
8 1 (0.20%) GMP
System Software
1 8 (1.63%) Active Directory
2 5 (1.02%) Docker
3 4 (0.82%) Platform Symphony
4 3 (0.61%) HDFS
Systems Management
1 12 (2.45%) Ansible
2 3 (0.61%) Kibana
3 2 (0.41%) Kubernetes
3 2 (0.41%) logstash
3 2 (0.41%) Rundeck
3 2 (0.41%) Terraform
4 1 (0.20%) RSA Archer
Vendors
1 76 (15.51%) Oracle
2 58 (11.84%) Microsoft
3 52 (10.61%) SAP
4 40 (8.16%) Informatica
5 39 (7.96%) BiZZdesign
6 30 (6.12%) Databricks
6 30 (6.12%) Talend
7 26 (5.31%) IBM
8 24 (4.90%) Salesforce.com
9 18 (3.67%) Google
10 16 (3.27%) Cloudera
11 10 (2.04%) MuleSoft
11 10 (2.04%) StreamSets
12 9 (1.84%) Teradata
13 8 (1.63%) Sparx
14 7 (1.43%) Sage
15 6 (1.22%) Foundry
15 6 (1.22%) Palantir
16 4 (0.82%) Vertica
17 3 (0.61%) Hortonworks