Period
to 20 September 2020

The table below provides summary statistics for contract job vacancies advertised in England with a requirement for knowledge and experience of Tableau products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Tableau over the 6 months to 20 September 2020 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.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Tableau Software.

Tableau
UK > England
6 months to
20 Sep 2020
Same period 2019 Same period 2018
Rank 223 216 265
Rank change year-on-year -7 +49 +11
Contract jobs citing Tableau 277 1,018 977
As % of all contract jobs advertised in England 1.09% 1.25% 1.04%
As % of the Vendors category 2.45% 2.93% 2.48%
Number of daily rates quoted 190 737 696
Median daily rate £450 £475 £438
Median daily rate % change year-on-year -5.26% +8.57% +2.94%
10th Percentile £290 £325 £313
90th Percentile £625 £652 £588
UK median daily rate £450 £475 £438
% change year-on-year -5.26% +8.57% +2.94%
Number of hourly rates quoted 4 19 11
Median hourly rate £27.00 £19.31 £25.00
Median hourly rate % change year-on-year +39.80% -22.76% +10.13%
10th Percentile £17.44 £15.15 £16.25
90th Percentile £58.57 £33.40 £45.00
UK median hourly rate £31.50 £19.31 £25.00
% change year-on-year +63.10% -22.76% +10.13%

Tableau is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 11,312 34,783 39,468
As % of all contract IT jobs advertised in England 44.48% 42.86% 41.97%
Number of daily rates quoted 6,980 22,009 24,697
Median daily rate £475 £450 £450
Median daily rate % change year-on-year +5.56% - +2.86%
10th Percentile £263 £250 £250
90th Percentile £675 £638 £625
UK median daily rate £473 £450 £450
% change year-on-year +5.00% - +4.65%
Number of hourly rates quoted 424 1,241 1,507
Median hourly rate £32.50 £20.00 £17.50
Median hourly rate % change year-on-year +62.50% +14.29% -
10th Percentile £12.41 £11.17 £11.00
90th Percentile £51.34 £53.75 £47.00
Median hourly rate £31.00 £20.00 £17.50
% change year-on-year +55.00% +14.29% -

Tableau
Job Vacancy Trend in England

Job postings citing Tableau as a proportion of all IT jobs advertised in England.

Job vacancy trend for Tableau in England

Tableau
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Tableau in England.

Daily rate trend for Tableau in England

Tableau
Daily Rate Histogram in England

Daily rate distribution for jobs citing Tableau in England over the 6 months to 20 September 2020.

Daily rate histogram for Tableau in England

Tableau
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Tableau in England.

Hourly rate trend for Tableau in England

Tableau
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Tableau in England over the 6 months to 20 September 2020.

Hourly rate histogram for Tableau in England

Tableau
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Tableau within the England region over the 6 months to 20 September 2020. 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
London -9 174 £475 -5.00% 40
North of England +63 40 £418 -1.76% 10
South East +87 31 £350 -26.32% 21
North West +41 25 £320 -33.33% 7
Midlands +71 16 £435 +2.35% 7
Yorkshire +61 15 £425 +11.11% 3
West Midlands +43 13 £445 +4.71% 2
South West +93 8 £375 -15.73% 4
East of England +70 8 £544 +20.83% 9
East Midlands +57 3 £350 +5.66% 5
Tableau
UK

For the 6 months to 20 September 2020, IT contractor jobs citing Tableau 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 England region with a requirement for Tableau.

1 162 (58.48%) SQL
2 157 (56.68%) Business Intelligence
3 121 (43.68%) Analytics
4 118 (42.60%) Python
5 105 (37.91%) Power BI
5 105 (37.91%) Power Platform
6 97 (35.02%) Visualisation
7 66 (23.83%) Finance
8 64 (23.10%) Agile Software Development
9 60 (21.66%) Microsoft
10 55 (19.86%) Big Data
11 51 (18.41%) Azure
11 51 (18.41%) ETL
11 51 (18.41%) Data Warehouse
12 49 (17.69%) Data Visualisation
13 45 (16.25%) Data Science
14 43 (15.52%) Data Modelling
15 41 (14.80%) SQL Server
15 41 (14.80%) Data Analysis
16 40 (14.44%) Analytical Skills
17 37 (13.36%) AWS
17 37 (13.36%) Hadoop
18 35 (12.64%) R
18 35 (12.64%) Apache Spark
19 34 (12.27%) Data Analytics
19 34 (12.27%) Microsoft Excel
20 29 (10.47%) SQL Server Reporting Services
20 29 (10.47%) Looker
21 28 (10.11%) Degree
21 28 (10.11%) Java

Tableau
Co-occurring IT Skills in England 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 35 (12.64%) Apache Spark
2 12 (4.33%) SAS
3 9 (3.25%) SharePoint
4 5 (1.81%) Apache Airflow
5 4 (1.44%) Apache
5 4 (1.44%) Confluence
5 4 (1.44%) Tomcat
6 2 (0.72%) IIS
6 2 (0.72%) Jupyter
7 1 (0.36%) DataSynapse
7 1 (0.36%) Elasticsearch
Applications
1 34 (12.27%) Microsoft Excel
2 11 (3.97%) Microsoft Office
3 4 (1.44%) Microsoft PowerPoint
3 4 (1.44%) Spreadsheet
4 2 (0.72%) MS Visio
5 1 (0.36%) CPLEX
5 1 (0.36%) Microsoft Project
5 1 (0.36%) Sketch
5 1 (0.36%) SPSS
5 1 (0.36%) Stata
Business Applications
1 4 (1.44%) Distributed Ledger
2 3 (1.08%) Dynamics CRM
3 2 (0.72%) Eloqua
3 2 (0.72%) Salesforce.com CRM
4 1 (0.36%) Dynamics AX
4 1 (0.36%) iTrent
4 1 (0.36%) ResourceLink
4 1 (0.36%) Sparx Enterprise Architect
Cloud Services
1 105 (37.91%) Power Platform
2 51 (18.41%) Azure
3 37 (13.36%) AWS
4 22 (7.94%) GCP
5 12 (4.33%) Azure Data Factory
6 8 (2.89%) Amazon S3
6 8 (2.89%) SaaS
7 7 (2.53%) Google Analytics
8 6 (2.17%) Amazon EC2
9 5 (1.81%) Adobe Analytics
9 5 (1.81%) Serverless
10 4 (1.44%) Logic Apps
10 4 (1.44%) PowerApps
11 3 (1.08%) Amazon EMR
11 3 (1.08%) AWS Lambda
11 3 (1.08%) Office 365
12 2 (0.72%) Azure Machine Learning
12 2 (0.72%) Dropbox
12 2 (0.72%) Firebase
12 2 (0.72%) Veeva
Communications & Networking
1 3 (1.08%) Internet
2 2 (0.72%) Skype
2 2 (0.72%) SMS
3 1 (0.36%) 5G
3 1 (0.36%) DNS
3 1 (0.36%) DSL
3 1 (0.36%) GSM
3 1 (0.36%) HTTP
3 1 (0.36%) LTE
3 1 (0.36%) Radio Access Network
3 1 (0.36%) WCDMA
3 1 (0.36%) Wi-Fi
Database & Business Intelligence
1 105 (37.91%) Power BI
2 55 (19.86%) Big Data
3 51 (18.41%) Data Warehouse
4 41 (14.80%) SQL Server
5 37 (13.36%) Hadoop
6 29 (10.47%) Looker
6 29 (10.47%) SQL Server Reporting Services
7 24 (8.66%) Amazon Redshift
8 23 (8.30%) SQL Server Integration Services
9 20 (7.22%) QlikView
10 18 (6.50%) Data Lake
10 18 (6.50%) Relational Database
11 16 (5.78%) NoSQL
11 16 (5.78%) SQL Server Analysis Services
12 12 (4.33%) BusinessObjects
12 12 (4.33%) Snowflake Schema
13 10 (3.61%) BigQuery
13 10 (3.61%) Spark SQL
14 8 (2.89%) Azure SQL Database
14 8 (2.89%) Data Mining
Development Applications
1 11 (3.97%) JIRA
2 8 (2.89%) Jenkins
3 7 (2.53%) Git (software)
4 5 (1.81%) Visual Studio
5 4 (1.44%) Maven
5 4 (1.44%) SQL Server Management Studio (SSMS)
5 4 (1.44%) Visual Studio Team System
6 2 (0.72%) ERwin
6 2 (0.72%) Octopus Deploy
6 2 (0.72%) Selenium
6 2 (0.72%) Team Foundation Server
7 1 (0.36%) Atlassian Bamboo
7 1 (0.36%) Balsamiq
7 1 (0.36%) Bitbucket
7 1 (0.36%) ProC
7 1 (0.36%) RStudio
General
1 66 (23.83%) Finance
2 21 (7.58%) Banking
3 20 (7.22%) Legal
4 19 (6.86%) Marketing
5 14 (5.05%) Public Sector
6 11 (3.97%) Games
7 9 (3.25%) Pharmaceutical
8 8 (2.89%) Manufacturing
9 7 (2.53%) Financial Institution
9 7 (2.53%) Retail
10 6 (2.17%) Telecoms
11 5 (1.81%) French Language
12 4 (1.44%) Aerospace
12 4 (1.44%) Back Office
12 4 (1.44%) Electronics
12 4 (1.44%) Front Office
12 4 (1.44%) Police
12 4 (1.44%) Publishing
13 3 (1.08%) Investment Banking
13 3 (1.08%) Law
Job Titles
1 66 (23.83%) Developer
2 64 (23.10%) Analyst
3 40 (14.44%) Data Engineer
4 30 (10.83%) Data Analyst
5 23 (8.30%) Consultant
6 20 (7.22%) Architect
6 20 (7.22%) Business Intelligence Developer
7 19 (6.86%) Tableau Developer
8 18 (6.50%) Data Scientist
9 13 (4.69%) Business Intelligence Consultant
9 13 (4.69%) Tableau Analyst
10 11 (3.97%) Solutions Architect
11 10 (3.61%) DevOps Engineer
11 10 (3.61%) SQL Analyst
11 10 (3.61%) SQL Developer
12 9 (3.25%) AWS Engineer
12 9 (3.25%) Business Intelligence Analyst
12 9 (3.25%) Power BI Developer
12 9 (3.25%) Python Engineer
13 8 (2.89%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 16 (5.78%) .NET
2 14 (5.05%) Web Services
3 13 (4.69%) XML
4 12 (4.33%) JSON
5 9 (3.25%) HTML
5 9 (3.25%) REST
6 5 (1.81%) Kafka
6 5 (1.81%) Matplotlib
6 5 (1.81%) TensorFlow
7 4 (1.44%) AngularJS
7 4 (1.44%) Keras
7 4 (1.44%) Node.js
7 4 (1.44%) PyTorch
7 4 (1.44%) React
7 4 (1.44%) Smart Contracts
8 3 (1.08%) CSS
8 3 (1.08%) D3.js
8 3 (1.08%) Pandas
8 3 (1.08%) RESTful
8 3 (1.08%) scikit-learn
Miscellaneous
1 40 (14.44%) Analytical Skills
2 19 (6.86%) Management Information System
3 11 (3.97%) Algorithms
4 10 (3.61%) User Experience
5 7 (2.53%) Data Structures
5 7 (2.53%) Greenfield Project
5 7 (2.53%) NHS
6 6 (2.17%) Mobile App
7 4 (1.44%) Cloud Native
7 4 (1.44%) Credit Risk
7 4 (1.44%) FMCG
7 4 (1.44%) Foreign Exchange (FX)
7 4 (1.44%) Mobile Games
7 4 (1.44%) Social Media
8 3 (1.08%) Life Science
8 3 (1.08%) Public Cloud
8 3 (1.08%) Replication
8 3 (1.08%) Self-Motivation
8 3 (1.08%) Virtual Team
8 3 (1.08%) Wiki
Operating Systems
1 11 (3.97%) Linux
2 9 (3.25%) Unix
3 7 (2.53%) Windows
Processes & Methodologies
1 157 (56.68%) Business Intelligence
2 121 (43.68%) Analytics
3 97 (35.02%) Visualisation
4 64 (23.10%) Agile Software Development
5 51 (18.41%) ETL
6 49 (17.69%) Data Visualisation
7 45 (16.25%) Data Science
8 43 (15.52%) Data Modelling
9 41 (14.80%) Data Analysis
10 34 (12.27%) Data Analytics
11 28 (10.11%) DevOps
12 27 (9.75%) Decision-Making
13 25 (9.03%) Problem-Solving
14 22 (7.94%) Data Engineering
14 22 (7.94%) E-Commerce
14 22 (7.94%) Migration
15 19 (6.86%) Computer Science
15 19 (6.86%) Stakeholder Management
16 17 (6.14%) Dashboard Development
16 17 (6.14%) Statistics
Programming Languages
1 162 (58.48%) SQL
2 118 (42.60%) Python
3 35 (12.64%) R
4 28 (10.11%) Java
5 19 (6.86%) C#
6 15 (5.42%) T-SQL
7 13 (4.69%) JavaScript
8 11 (3.97%) VBA
9 8 (2.89%) Go
9 8 (2.89%) PowerShell
10 7 (2.53%) Data Analysis Expressions (DAX)
11 6 (2.17%) VB
12 4 (1.44%) Groovy
12 4 (1.44%) Scala
13 3 (1.08%) PL/SQL
14 2 (0.72%) Bash Shell
14 2 (0.72%) C
14 2 (0.72%) C++
14 2 (0.72%) MATLAB
14 2 (0.72%) TypeScript
Qualifications
1 28 (10.11%) Degree
2 20 (7.22%) Security Cleared
3 17 (6.14%) SC Cleared
4 5 (1.81%) Computer Science Degree
4 5 (1.81%) TOGAF Certification
5 4 (1.44%) PhD
6 2 (0.72%) ISEB
6 2 (0.72%) Master's Degree
6 2 (0.72%) Numerate Degree
7 1 (0.36%) ITIL Certification
Quality Assurance & Compliance
1 23 (8.30%) Data Quality
2 7 (2.53%) QA
3 5 (1.81%) PSD2
4 2 (0.72%) PMO
5 1 (0.36%) Disclosure Scotland
5 1 (0.36%) GDPR
5 1 (0.36%) ISO/IEC 17025
5 1 (0.36%) ISO17020
5 1 (0.36%) SLA
System Software
1 14 (5.05%) Docker
2 2 (0.72%) Active Directory
2 2 (0.72%) VMware Infrastructure
3 1 (0.36%) Virtual Machines
Systems Management
1 15 (5.42%) Kubernetes
2 9 (3.25%) Terraform
3 5 (1.81%) logstash
4 4 (1.44%) Grafana
4 4 (1.44%) Oozie
5 3 (1.08%) Kibana
6 2 (0.72%) Ansible
6 2 (0.72%) HP Quality Center
6 2 (0.72%) Single Sign-On
7 1 (0.36%) FTK
7 1 (0.36%) ITRS Geneos
7 1 (0.36%) Opscode Chef
7 1 (0.36%) Prometheus
7 1 (0.36%) Puppet
Vendors
1 60 (21.66%) Microsoft
2 28 (10.11%) Alteryx
3 26 (9.39%) SAP
4 23 (8.30%) Oracle
5 20 (7.22%) Teradata
6 17 (6.14%) Talend
7 13 (4.69%) Databricks
8 12 (4.33%) Google
9 10 (3.61%) Informatica
9 10 (3.61%) Salesforce.com
10 9 (3.25%) Cloudera
11 8 (2.89%) Splunk
12 7 (2.53%) MicroStrategy
13 5 (1.81%) Cognos
13 5 (1.81%) Hortonworks
14 4 (1.44%) Adobe
15 3 (1.08%) ServiceNow
16 2 (0.72%) HP
16 2 (0.72%) MuleSoft
16 2 (0.72%) StreamSets