Period
to

The following table provides summary statistics for contract job vacancies advertised in Central London with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 27 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.

Analytics
London > Central London
6 months to
27 May 2022
Same period 2021 Same period 2020
Rank 38 20 32
Rank change year-on-year -18 +12 -1
Contract jobs citing Analytics 248 254 241
As % of all contract jobs advertised in Central London 5.48% 8.11% 6.32%
As % of the Processes & Methodologies category 6.02% 8.85% 7.16%
Number of daily rates quoted 172 138 184
10th Percentile £378 £305 £348
25th Percentile £500 £413 £413
Median daily rate (50th Percentile) £575 £518 £516
Median % change year-on-year +11.11% +0.24% -1.67%
75th Percentile £650 £619 £595
90th Percentile £737 £750 £684
London median daily rate £600 £550 £525
% change year-on-year +9.09% +4.76% -
Number of hourly rates quoted 6 9 2
10th Percentile £12.50 - £30.96
25th Percentile £17.94 £8.00 £32.31
Median hourly rate £38.00 £32.00 £35.73
Median % change year-on-year +18.75% -10.43% -19.84%
75th Percentile £47.75 £37.25 £40.29
90th Percentile £50.75 £65.75 £42.34
London median hourly rate £40.50 £33.44 £31.28
% change year-on-year +21.11% +6.92% -13.72%

Analytics 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 Central London with a requirement for process or methodology skills.

All Process and Methodology Skills
Central London
Contract vacancies with a requirement for process or methodology skills 4,118 2,870 3,367
As % of all contract IT jobs advertised in Central London 91.01% 91.63% 88.26%
Number of daily rates quoted 3,127 2,089 2,511
10th Percentile £375 £350 £325
25th Percentile £475 £425 £413
Median daily rate (50th Percentile) £570 £525 £500
Median % change year-on-year +8.57% +5.00% -4.76%
75th Percentile £688 £625 £600
90th Percentile £775 £712 £675
London median daily rate £575 £525 £525
% change year-on-year +9.52% - +0.96%
Number of hourly rates quoted 47 39 55
10th Percentile £18.50 £10.80 £12.42
25th Percentile £21.13 £14.00 £14.74
Median hourly rate £40.50 £20.00 £25.00
Median % change year-on-year +102.50% -20.00% +26.58%
75th Percentile £53.50 £27.63 £39.97
90th Percentile £62.50 £38.40 £52.80
London median hourly rate £35.50 £32.50 £27.00
% change year-on-year +9.23% +20.37% +22.73%

Analytics
Job Vacancy Trend in Central London

Job postings citing Analytics as a proportion of all IT jobs advertised in Central London.

Job vacancy trend for Analytics in Central London

Analytics
Contractor Daily Rate Trend in Central London

3-month moving average daily rate quoted in jobs citing Analytics in Central London.

Daily rate trend for Analytics in Central London

Analytics
Daily Rate Histogram in Central London

Daily rate distribution for jobs citing Analytics in Central London over the 6 months to 27 May 2022.

Daily rate histogram for Analytics in Central London

Analytics
Contractor Hourly Rate Trend in Central London

3-month moving average hourly rates quoted in jobs citing Analytics in Central London.

Hourly rate trend for Analytics in Central London

Analytics
Hourly Rate Histogram in Central London

Hourly rate distribution of jobs citing Analytics in Central London over the 6 months to 27 May 2022.

Hourly rate histogram for Analytics in Central London

Analytics
Contract Job Locations in Central London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the Central London region over the 6 months to 27 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
City of London -19 229 £570 +8.57% 99
West End of London -3 4 £675 - 3
City of Westminster -1 1 £738 +34.09% 2
Camden - 1 - - 1
Analytics
London

For the 6 months to 27 May 2022, IT contractor jobs citing Analytics 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 Central London region with a requirement for Analytics.

1 87 (35.08%) Finance
2 85 (34.27%) Agile
3 66 (26.61%) Python
4 64 (25.81%) Azure
5 61 (24.60%) Data Analytics
5 61 (24.60%) SQL
6 45 (18.15%) AWS
6 45 (18.15%) DevOps
7 43 (17.34%) Social Skills
7 43 (17.34%) Business Intelligence
8 41 (16.53%) Visualisation
9 38 (15.32%) Analytical Skills
10 37 (14.92%) Big Data
11 34 (13.71%) Microsoft
12 31 (12.50%) Banking
13 30 (12.10%) ETL
13 30 (12.10%) Fintech
13 30 (12.10%) Power Platform
14 29 (11.69%) Power BI
15 28 (11.29%) Data Analysis
16 27 (10.89%) JIRA
16 27 (10.89%) Data Science
17 26 (10.48%) Problem-Solving
17 26 (10.48%) Data Pipeline
18 25 (10.08%) Google
19 24 (9.68%) Data Modelling
19 24 (9.68%) Java
19 24 (9.68%) Project Management
20 23 (9.27%) Git (software)
20 23 (9.27%) Docker

Analytics
Co-occurring IT Skills in Central 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 17 (6.85%) Apache Spark
2 8 (3.23%) Apache Airflow
3 6 (2.42%) Confluence
4 5 (2.02%) CMS
4 5 (2.02%) Luigi
5 4 (1.61%) Apache
5 4 (1.61%) Apache Solr
5 4 (1.61%) IBM HTTP Server
6 3 (1.21%) Tomcat
7 2 (0.81%) Adobe Experience Manager
7 2 (0.81%) Drupal
7 2 (0.81%) IIS
7 2 (0.81%) JBoss
7 2 (0.81%) SAS
8 1 (0.40%) Elasticsearch
8 1 (0.40%) Jupyter
8 1 (0.40%) OpenStack
8 1 (0.40%) SharePoint
Applications
1 18 (7.26%) Microsoft Excel
2 4 (1.61%) Microsoft Office
3 3 (1.21%) Adobe XD
3 3 (1.21%) Microsoft PowerPoint
3 3 (1.21%) Microsoft Project
4 2 (0.81%) Spreadsheet
4 2 (0.81%) SPSS
5 1 (0.40%) InVision
5 1 (0.40%) Sketch
5 1 (0.40%) UserZoom
Business Applications
1 5 (2.02%) SAP BPC
1 5 (2.02%) SAP CO
1 5 (2.02%) SAP FI
1 5 (2.02%) SAP FI/CO
2 2 (0.81%) Sparx Enterprise Architect
2 2 (0.81%) WebTrends
2 2 (0.81%) Workfront
3 1 (0.40%) Dynamics AX
3 1 (0.40%) Dynamics NAV
3 1 (0.40%) Oracle Payables
3 1 (0.40%) Oracle Subledger Accounting
3 1 (0.40%) SAP FI-GL
3 1 (0.40%) SAP Oil and Gas
3 1 (0.40%) SAP S/4HANA
Cloud Services
1 64 (25.81%) Azure
2 45 (18.15%) AWS
3 30 (12.10%) Power Platform
4 19 (7.66%) GCP
4 19 (7.66%) Google Analytics
5 12 (4.84%) PaaS
6 11 (4.44%) Amazon EC2
7 9 (3.63%) IaaS
7 9 (3.63%) SaaS
8 8 (3.23%) Amazon EMR
8 8 (3.23%) Amazon SQS
8 8 (3.23%) Azure Monitor
8 8 (3.23%) GitHub
9 6 (2.42%) Azure Active Directory
9 6 (2.42%) Snowflake
10 5 (2.02%) Azure Cosmos DB
10 5 (2.02%) Azure Data Factory
10 5 (2.02%) Force.com
11 4 (1.61%) Azure Synapse Analytics
11 4 (1.61%) Google Data Studio
Communications & Networking
1 4 (1.61%) Internet
2 2 (0.81%) Intranet
3 1 (0.40%) DNS
3 1 (0.40%) HTTP
3 1 (0.40%) LAN
3 1 (0.40%) Network Security
3 1 (0.40%) SMS
3 1 (0.40%) TCP/IP
3 1 (0.40%) WAN
3 1 (0.40%) WebEx
Database & Business Intelligence
1 37 (14.92%) Big Data
2 29 (11.69%) Power BI
3 22 (8.87%) Data Warehouse
4 17 (6.85%) SQL Server
5 15 (6.05%) Tableau
6 14 (5.65%) Data Mining
6 14 (5.65%) Hadoop
7 12 (4.84%) Data Lake
8 11 (4.44%) MySQL
8 11 (4.44%) Relational Database
9 9 (3.63%) NoSQL
10 7 (2.82%) Amazon Athena
10 7 (2.82%) Amazon Redshift
10 7 (2.82%) Apache Hive
10 7 (2.82%) BigQuery
10 7 (2.82%) Spotfire
11 6 (2.42%) Apache Cassandra
11 6 (2.42%) Qlik Sense
11 6 (2.42%) RDBMS
12 5 (2.02%) Amazon RDS
Development Applications
1 27 (10.89%) JIRA
2 23 (9.27%) Git (software)
3 11 (4.44%) TeamCity
4 7 (2.82%) Jenkins
5 5 (2.02%) PowerDesigner
5 5 (2.02%) Visual Studio
6 4 (1.61%) Team Foundation Server
7 3 (1.21%) IBM UrbanCode
7 3 (1.21%) Maven
7 3 (1.21%) Mockito
7 3 (1.21%) Subversion
7 3 (1.21%) Visual Studio Team System
8 2 (0.81%) CircleCI
8 2 (0.81%) Oracle APEX
9 1 (0.40%) Axure RP
9 1 (0.40%) Cucumber
9 1 (0.40%) Deequ
9 1 (0.40%) ER Studio
9 1 (0.40%) PostCSS
9 1 (0.40%) Postman
General
1 87 (35.08%) Finance
2 43 (17.34%) Social Skills
3 38 (15.32%) Analytical Skills
4 31 (12.50%) Banking
5 17 (6.85%) Legal
6 14 (5.65%) Financial Institution
6 14 (5.65%) Presentation Skills
7 12 (4.84%) Front Office
8 11 (4.44%) Marketing
9 10 (4.03%) Investment Banking
10 9 (3.63%) Public Sector
11 8 (3.23%) Influencing Skills
11 8 (3.23%) Retail
12 4 (1.61%) Documentation Skills
12 4 (1.61%) International Banking
12 4 (1.61%) Law
12 4 (1.61%) Manufacturing
13 3 (1.21%) Pharmaceutical
14 2 (0.81%) Games
14 2 (0.81%) Publishing
Job Titles
1 61 (24.60%) Developer
2 47 (18.95%) Analyst
3 22 (8.87%) Data Engineer
4 20 (8.06%) Architect
5 19 (7.66%) Data Analyst
6 11 (4.44%) .NET Developer
7 10 (4.03%) Data Scientist
7 10 (4.03%) Product Owner
7 10 (4.03%) Solutions Architect
8 9 (3.63%) C# Developer
8 9 (3.63%) DevOps Engineer
8 9 (3.63%) Senior Developer
9 8 (3.23%) Data Architect
9 8 (3.23%) Python Developer
10 7 (2.82%) .NET Developer - Fintech
10 7 (2.82%) Business Analyst
10 7 (2.82%) Business Intelligence Analyst
10 7 (2.82%) C# .NET Developer
10 7 (2.82%) Cloud Engineer
11 6 (2.42%) Python Developer - Fintech
Libraries, Frameworks & Software Standards
1 18 (7.26%) .NET
2 15 (6.05%) CSS
3 14 (5.65%) HTML
4 12 (4.84%) Kafka
4 12 (4.84%) RESTful
5 9 (3.63%) AngularJS
5 9 (3.63%) React
5 9 (3.63%) SQLAlchemy
6 8 (3.23%) .NET Framework
7 7 (2.82%) TensorFlow
8 6 (2.42%) REST
9 5 (2.02%) HTML5
9 5 (2.02%) JSON
9 5 (2.02%) PyTorch
9 5 (2.02%) Redux
9 5 (2.02%) Web Services
9 5 (2.02%) XML
10 4 (1.61%) Ajax
10 4 (1.61%) COM
10 4 (1.61%) PySpark
Miscellaneous
1 18 (7.26%) User Experience
2 14 (5.65%) Derivative
2 14 (5.65%) Hedge funds
3 11 (4.44%) Management Information System
4 10 (4.03%) Greenfield Project
5 8 (3.23%) Credit Risk
6 6 (2.42%) Data Structures
6 6 (2.42%) Foreign Exchange (FX)
6 6 (2.42%) Linux Command Line
6 6 (2.42%) Market Risk
6 6 (2.42%) Security Operations Centre
6 6 (2.42%) Self-Motivation
7 5 (2.02%) Equities
7 5 (2.02%) Hybrid Cloud
7 5 (2.02%) Social Media
8 4 (1.61%) Data Centre
8 4 (1.61%) Fixed Income
9 3 (1.21%) Cloud Native
9 3 (1.21%) Enterprise Software
9 3 (1.21%) Public Cloud
Operating Systems
1 16 (6.45%) Linux
2 11 (4.44%) Unix
3 7 (2.82%) Windows
4 5 (2.02%) VMS
5 3 (1.21%) Android
6 1 (0.40%) Red Hat Enterprise Linux
6 1 (0.40%) Windows 10
6 1 (0.40%) Windows Server
Processes & Methodologies
1 85 (34.27%) Agile
2 61 (24.60%) Data Analytics
3 45 (18.15%) DevOps
4 43 (17.34%) Business Intelligence
5 41 (16.53%) Visualisation
6 30 (12.10%) ETL
6 30 (12.10%) Fintech
7 28 (11.29%) Data Analysis
8 27 (10.89%) Data Science
9 26 (10.48%) Data Pipeline
9 26 (10.48%) Problem-Solving
10 24 (9.68%) Data Modelling
10 24 (9.68%) Project Management
11 23 (9.27%) CI/CD
12 19 (7.66%) TDD
13 18 (7.26%) Data Management
14 17 (6.85%) Data Engineering
14 17 (6.85%) Machine Learning
14 17 (6.85%) Scrum
15 16 (6.45%) Microservices
Programming Languages
1 66 (26.61%) Python
2 61 (24.60%) SQL
3 24 (9.68%) Java
4 20 (8.06%) JavaScript
5 17 (6.85%) C#
6 16 (6.45%) R
7 10 (4.03%) Scala
7 10 (4.03%) TypeScript
8 8 (3.23%) PowerShell
9 5 (2.02%) C++
10 4 (1.61%) Bash
10 4 (1.61%) PHP
10 4 (1.61%) PL/SQL
10 4 (1.61%) Ruby
11 3 (1.21%) Go
11 3 (1.21%) Kotlin
11 3 (1.21%) Perl
12 2 (0.81%) VB.NET
12 2 (0.81%) VBA
12 2 (0.81%) XPath
Qualifications
1 12 (4.84%) Security Cleared
2 11 (4.44%) SC Cleared
3 9 (3.63%) Degree
4 5 (2.02%) TOGAF Certification
5 4 (1.61%) Computer Science Degree
6 3 (1.21%) Microsoft Certification
6 3 (1.21%) PMI Certification
6 3 (1.21%) PMP
7 2 (0.81%) ISEB
7 2 (0.81%) Master's Degree
7 2 (0.81%) PhD
8 1 (0.40%) CCA
8 1 (0.40%) MCITP
8 1 (0.40%) MCTS
8 1 (0.40%) Numerate Degree
Quality Assurance & Compliance
1 15 (6.05%) GDPR
2 14 (5.65%) Data Quality
3 11 (4.44%) QA
4 5 (2.02%) Accessibility
5 3 (1.21%) P3O
6 1 (0.40%) Actionable Recommendations
6 1 (0.40%) CDISC
6 1 (0.40%) ISO 20022
6 1 (0.40%) LOINC
6 1 (0.40%) PMO
6 1 (0.40%) SEPA
6 1 (0.40%) SNOMED CT
System Software
1 23 (9.27%) Docker
2 5 (2.02%) Active Directory
3 3 (1.21%) Virtual Machines
4 2 (0.81%) HDFS
5 1 (0.40%) BitLocker
5 1 (0.40%) Virtual Desktop
5 1 (0.40%) VMware Infrastructure
Systems Management
1 21 (8.47%) Kubernetes
1 21 (8.47%) Terraform
2 10 (4.03%) Ansible
3 5 (2.02%) Host Intrusion Detection System
3 5 (2.02%) Network Intrusion Detection System
4 3 (1.21%) Control-M
4 3 (1.21%) Microsoft Intune
4 3 (1.21%) Oozie
5 2 (0.81%) Single Sign-On
6 1 (0.40%) Grafana
6 1 (0.40%) HP Quality Center
6 1 (0.40%) ITRS Geneos
6 1 (0.40%) Kibana
6 1 (0.40%) SCCM
Vendors
1 34 (13.71%) Microsoft
2 25 (10.08%) Google
3 22 (8.87%) Oracle
4 9 (3.63%) SAP
5 7 (2.82%) Alteryx
5 7 (2.82%) Databricks
6 6 (2.42%) Adobe
7 5 (2.02%) BiZZdesign
8 4 (1.61%) Anaplan
8 4 (1.61%) Blue Prism
8 4 (1.61%) Concur
8 4 (1.61%) Informatica
9 3 (1.21%) Artemis
9 3 (1.21%) CA Agile Central
9 3 (1.21%) Splunk
10 2 (0.81%) FatWire
10 2 (0.81%) FIS
10 2 (0.81%) ServiceNow
10 2 (0.81%) Sparx
10 2 (0.81%) Teradata