Period
to

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 20 May 2022 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
20 May 2022
Same period 2021 Same period 2020
Rank 254 234 244
Rank change year-on-year -20 +10 +66
Contract jobs citing Data Integration 421 270 198
As % of all contract jobs advertised in London 1.08% 1.12% 0.99%
As % of the Processes & Methodologies category 1.18% 1.23% 1.10%
Number of daily rates quoted 291 183 116
10th Percentile £459 £415 £370
25th Percentile £513 £463 £423
Median daily rate (50th Percentile) £600 £550 £500
Median % change year-on-year +9.09% +10.00% -4.76%
75th Percentile £700 £675 £575
90th Percentile £819 £725 £712
England median daily rate £575 £525 £500
% change year-on-year +9.52% +5.00% -
Number of hourly rates quoted 0 4 1
10th Percentile - - -
25th Percentile - - £31.84
Median hourly rate - £8.00 £33.68
Median % change year-on-year - -76.24% +77.24%
75th Percentile - - £35.51
90th Percentile - - -
England median hourly rate £35.00 £8.00 £33.68
% change year-on-year +337.50% -76.24% +37.45%

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 35,592 21,955 17,922
As % of all contract IT jobs advertised in London 91.47% 90.89% 89.38%
Number of daily rates quoted 25,996 15,749 12,882
10th Percentile £400 £350 £325
25th Percentile £475 £425 £419
Median daily rate (50th Percentile) £575 £525 £525
Median % change year-on-year +9.52% - +0.96%
75th Percentile £688 £625 £613
90th Percentile £775 £706 £700
England median daily rate £540 £500 £475
% change year-on-year +8.00% +5.26% -
Number of hourly rates quoted 415 234 230
10th Percentile £17.25 £15.26 £13.45
25th Percentile £23.91 £21.25 £18.50
Median hourly rate £36.50 £32.68 £26.50
Median % change year-on-year +11.71% +23.30% +20.45%
75th Percentile £51.00 £52.08 £47.09
90th Percentile £67.88 £66.50 £57.75
England median hourly rate £26.98 £24.50 £21.53
% change year-on-year +10.12% +13.82% -4.33%

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 20 May 2022.

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 20 May 2022. 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
Jobs
Central London -38 43 £588 +6.82% 14
West London -7 5 £550 -0.90% 5
South London - 1 £425 -
East London - 1 £590 -
Data Integration
England

For the 6 months to 20 May 2022, 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.

1 184 (43.71%) Data Modelling
2 158 (37.53%) SQL
3 146 (34.68%) Data Warehouse
3 146 (34.68%) Agile
4 137 (32.54%) ETL
5 127 (30.17%) Data Analysis
6 118 (28.03%) Big Data
7 116 (27.55%) Azure
8 108 (25.65%) Data Lake
9 106 (25.18%) Social Skills
10 105 (24.94%) Data Architecture
11 104 (24.70%) Finance
12 103 (24.47%) AWS
13 101 (23.99%) Business Intelligence
14 88 (20.90%) Data Management
15 79 (18.76%) Master Data Management
16 77 (18.29%) Migration
16 77 (18.29%) Analytics
17 74 (17.58%) SQL Server
18 72 (17.10%) Data Engineering
19 70 (16.63%) Java
19 70 (16.63%) DevOps
20 61 (14.49%) Data Quality
20 61 (14.49%) Metadata
21 59 (14.01%) Apache Spark
21 59 (14.01%) Enterprise Architecture
22 58 (13.78%) Python
23 57 (13.54%) Power BI
23 57 (13.54%) Power Platform
24 56 (13.30%) Microsoft

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 59 (14.01%) Apache Spark
2 14 (3.33%) Confluence
3 6 (1.43%) Apache Pig
4 5 (1.19%) Apache
4 5 (1.19%) SAS
5 4 (0.95%) Elasticsearch
5 4 (0.95%) SharePoint
6 3 (0.71%) Oracle SOA Suite
7 2 (0.48%) Apache Airflow
8 1 (0.24%) Appian
8 1 (0.24%) Hyperledger
8 1 (0.24%) Oracle Workflow
Applications
1 8 (1.90%) Microsoft Excel
2 6 (1.43%) Microsoft Project
2 6 (1.43%) Spreadsheet
3 1 (0.24%) Microsoft Office
3 1 (0.24%) Microsoft PowerPoint
3 1 (0.24%) Windchill
Business Applications
1 7 (1.66%) Dynamics CRM
1 7 (1.66%) SAP S/4HANA
2 6 (1.43%) Sparx Enterprise Architect
3 4 (0.95%) SAP ERP
3 4 (0.95%) SAP Oil and Gas
4 3 (0.71%) Cognos Planning
4 3 (0.71%) IBM Planning Analytics
4 3 (0.71%) SAP BPC
4 3 (0.71%) Shopify
5 2 (0.48%) Oracle ERP
5 2 (0.48%) Salesforce.com CRM
6 1 (0.24%) Adobe Campaign
6 1 (0.24%) Eloqua
6 1 (0.24%) Kondor
6 1 (0.24%) Oracle Payables
6 1 (0.24%) Primavera
6 1 (0.24%) SAP FS
6 1 (0.24%) SAP MDG
6 1 (0.24%) Workfront
Cloud Services
1 116 (27.55%) Azure
2 103 (24.47%) AWS
3 57 (13.54%) Power Platform
4 51 (12.11%) Serverless
5 50 (11.88%) Azure Data Factory
6 38 (9.03%) AWS Lambda
7 32 (7.60%) Amazon S3
8 19 (4.51%) Amazon EMR
8 19 (4.51%) SaaS
9 18 (4.28%) Snowflake
10 17 (4.04%) GCP
11 16 (3.80%) Azure Storage
12 12 (2.85%) Azure Logic Apps
13 10 (2.38%) Azure Functions
13 10 (2.38%) Dynamics 365
14 9 (2.14%) Azure Key Vault
15 7 (1.66%) Amazon Kinesis
15 7 (1.66%) PowerApps
15 7 (1.66%) Salesforce Sales Cloud
15 7 (1.66%) Salesforce Service Cloud
Communications & Networking
1 5 (1.19%) FTP
2 3 (0.71%) DMZ
2 3 (0.71%) Firewall
2 3 (0.71%) SSL
3 2 (0.48%) Network Security
4 1 (0.24%) DKIM
4 1 (0.24%) HTTP
4 1 (0.24%) HTTPS
4 1 (0.24%) S/MIME
4 1 (0.24%) SMTP
Database & Business Intelligence
1 146 (34.68%) Data Warehouse
2 118 (28.03%) Big Data
3 108 (25.65%) Data Lake
4 74 (17.58%) SQL Server
5 61 (14.49%) Metadata
6 57 (13.54%) Power BI
7 42 (9.98%) Pentaho
8 37 (8.79%) Relational Database
9 36 (8.55%) SQL Server Integration Services
10 35 (8.31%) PostgreSQL
11 25 (5.94%) Tableau
12 21 (4.99%) Amazon Athena
12 21 (4.99%) NoSQL
12 21 (4.99%) RDBMS
13 20 (4.75%) Amazon Redshift
14 18 (4.28%) Amazon RDS
15 16 (3.80%) MySQL
16 14 (3.33%) MongoDB
17 13 (3.09%) Hadoop
18 12 (2.85%) SQL Server Analysis Services
Development Applications
1 46 (10.93%) kappa
2 28 (6.65%) JIRA
3 23 (5.46%) PowerDesigner
4 22 (5.23%) Git (software)
5 17 (4.04%) Jenkins
6 6 (1.43%) Visual Studio Team System
7 5 (1.19%) ER Studio
8 4 (0.95%) Artifactory
9 3 (0.71%) Bitbucket
9 3 (0.71%) ERwin
10 2 (0.48%) Subversion
10 2 (0.48%) Team Foundation Server
10 2 (0.48%) Visual Studio
11 1 (0.24%) ClearCase
11 1 (0.24%) GitLab
11 1 (0.24%) IBM UrbanCode
11 1 (0.24%) Postman
11 1 (0.24%) SoapUI
General
1 106 (25.18%) Social Skills
2 104 (24.70%) Finance
3 48 (11.40%) Analytical Skills
4 40 (9.50%) Public Sector
5 33 (7.84%) Banking
6 22 (5.23%) Presentation Skills
7 20 (4.75%) Manufacturing
8 19 (4.51%) Marketing
9 18 (4.28%) Organisational Skills
9 18 (4.28%) Telecoms
10 16 (3.80%) Inclusion and Diversity
11 13 (3.09%) Electronics
11 13 (3.09%) Legal
11 13 (3.09%) Retail
12 11 (2.61%) Influencing Skills
13 7 (1.66%) Financial Institution
13 7 (1.66%) Front Office
14 5 (1.19%) General Ledger
14 5 (1.19%) Investment Banking
14 5 (1.19%) Law
Job Titles
1 121 (28.74%) Architect
2 98 (23.28%) Data Engineer
3 78 (18.53%) Data Architect
4 56 (13.30%) Analyst
5 40 (9.50%) Developer
6 36 (8.55%) Data Analyst
7 34 (8.08%) Solutions Architect
8 24 (5.70%) Consultant
8 24 (5.70%) Senior Data Engineer
9 23 (5.46%) Integration Architect
10 19 (4.51%) Business Analyst
11 16 (3.80%) Azure Engineer
12 15 (3.56%) Data Modeller
13 14 (3.33%) Project Manager
14 11 (2.61%) Data Consultant
14 11 (2.61%) Data Integration Architect
14 11 (2.61%) DevOps Engineer
14 11 (2.61%) Integration Manager
15 10 (2.38%) Data Integration Manager
15 10 (2.38%) Technical Manager
Libraries, Frameworks & Software Standards
1 52 (12.35%) Kafka
2 32 (7.60%) JSON
3 30 (7.13%) XML
4 25 (5.94%) Web Services
5 23 (5.46%) .NET
6 10 (2.38%) Middleware
6 10 (2.38%) REST
6 10 (2.38%) Spring
7 7 (1.66%) .NET Framework
7 7 (1.66%) Apache Avro
7 7 (1.66%) Hibernate
7 7 (1.66%) J2SE
7 7 (1.66%) PySpark
8 6 (1.43%) RESTful
9 5 (1.19%) Apache NiFi
9 5 (1.19%) GraphQL
9 5 (1.19%) SOAP
9 5 (1.19%) XSD
10 4 (0.95%) Elastic Stack
10 4 (0.95%) XSLT
Miscellaneous
1 29 (6.89%) Management Information System
2 24 (5.70%) Virtual Team
3 17 (4.04%) Reference Data
4 16 (3.80%) Data Structures
5 8 (1.90%) Legacy Systems
6 7 (1.66%) Equities
6 7 (1.66%) Fixed Income
7 5 (1.19%) Algorithms
7 5 (1.19%) Credit Risk
7 5 (1.19%) Renewable Energy
7 5 (1.19%) Self-Motivation
7 5 (1.19%) Wiki
8 3 (0.71%) DataPower
8 3 (0.71%) Hedge funds
8 3 (0.71%) NHS
8 3 (0.71%) PKI
9 2 (0.48%) Greenfield Project
9 2 (0.48%) Marketing Technology
9 2 (0.48%) N-Tier
9 2 (0.48%) Social Media
Operating Systems
1 15 (3.56%) Linux
2 12 (2.85%) Unix
3 8 (1.90%) Windows
4 1 (0.24%) Android
Processes & Methodologies
1 184 (43.71%) Data Modelling
2 146 (34.68%) Agile
3 137 (32.54%) ETL
4 127 (30.17%) Data Analysis
5 105 (24.94%) Data Architecture
6 101 (23.99%) Business Intelligence
7 88 (20.90%) Data Management
8 79 (18.76%) Master Data Management
9 77 (18.29%) Analytics
9 77 (18.29%) Migration
10 72 (17.10%) Data Engineering
11 70 (16.63%) DevOps
12 59 (14.01%) Enterprise Architecture
13 56 (13.30%) Kimball Methodology
14 55 (13.06%) Data Migration
15 48 (11.40%) SDLC
16 46 (10.93%) ERD
16 46 (10.93%) Inmon Methodology
17 42 (9.98%) Stakeholder Management
17 42 (9.98%) TOGAF
Programming Languages
1 158 (37.53%) SQL
2 70 (16.63%) Java
3 58 (13.78%) Python
4 35 (8.31%) C#
5 24 (5.70%) Scala
6 16 (3.80%) PowerShell
7 14 (3.33%) JavaScript
7 14 (3.33%) R
7 14 (3.33%) T-SQL
8 12 (2.85%) PL/SQL
9 10 (2.38%) Bash
10 9 (2.14%) Shell Script
11 7 (1.66%) Apex Code
12 5 (1.19%) VBA
13 4 (0.95%) HiveQL
13 4 (0.95%) SAS Macro
13 4 (0.95%) SOQL
14 3 (0.71%) Perl
15 2 (0.48%) ABAP
15 2 (0.48%) SPARQL
Qualifications
1 53 (12.59%) Security Cleared
2 46 (10.93%) SC Cleared
3 31 (7.36%) Degree
4 9 (2.14%) TOGAF Certification
5 5 (1.19%) Computer Science Degree
5 5 (1.19%) Master's Degree
5 5 (1.19%) Numerate Degree
6 2 (0.48%) ITIL Certification
7 1 (0.24%) BPSS Clearance
7 1 (0.24%) CBAP
7 1 (0.24%) CTC Cleared
7 1 (0.24%) IIBA
7 1 (0.24%) Microsoft Certification
Quality Assurance & Compliance
1 61 (14.49%) Data Quality
2 19 (4.51%) QA
3 9 (2.14%) SLA
4 7 (1.66%) Accessibility
5 3 (0.71%) GDPR
6 2 (0.48%) COBIT
7 1 (0.24%) GRC
7 1 (0.24%) PMO
System Software
1 9 (2.14%) Docker
1 9 (2.14%) HDFS
2 1 (0.24%) Apache ZooKeeper
Systems Management
1 9 (2.14%) Terraform
2 8 (1.90%) Kubernetes
3 4 (0.95%) Kibana
3 4 (0.95%) logstash
4 2 (0.48%) Control-M
5 1 (0.24%) Ansible
5 1 (0.24%) Hadoop YARN
5 1 (0.24%) HP Quality Center
5 1 (0.24%) Kubeflow
5 1 (0.24%) RSA Archer
5 1 (0.24%) Rundeck
Vendors
1 56 (13.30%) Microsoft
2 53 (12.59%) Talend
3 51 (12.11%) Oracle
4 46 (10.93%) SAP
5 30 (7.13%) Informatica
6 28 (6.65%) Databricks
7 24 (5.70%) BiZZdesign
8 19 (4.51%) Salesforce.com
9 15 (3.56%) Cloudera
10 9 (2.14%) Alteryx
10 9 (2.14%) Remedy
11 7 (1.66%) Anaplan
11 7 (1.66%) Google
11 7 (1.66%) IBM
11 7 (1.66%) StreamSets
11 7 (1.66%) Teradata
12 6 (1.43%) Sparx
13 5 (1.19%) Cognos
13 5 (1.19%) Murex
14 4 (0.95%) Palantir