Period
to 21 July 2019

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 21 July 2019 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
21 Jul 2019
Same period 2018 Same period 2017
Rank 229 258 308
Rank change year-on-year +29 +50 +67
Contract jobs citing Tableau 1,030 996 724
As % of all contract IT jobs advertised in England 1.22% 1.05% 0.82%
As % of the Vendors category 2.88% 2.53% 1.87%
Number of daily rates quoted 734 704 505
England median daily rate £475 £438 £425
Median daily rate % change year-on-year +8.57% +2.94% -
10th Percentile £325 £300 £275
90th Percentile £650 £588 £601
UK median daily rate £475 £436 £425
% change year-on-year +8.88% +2.65% -
Number of hourly rates quoted 20 18 4
England median hourly rate £20.50 £37.50 £20.50
Median hourly rate % change year-on-year -45.33% +82.93% -53.01%
10th Percentile £16.93 £15.80 £17.80
90th Percentile £38.13 £45.15 £22.35
UK median hourly rate £20.50 £37.50 £20.50
% change year-on-year -45.33% +82.93% -53.01%

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 35,819 39,342 38,737
As % of all contract IT jobs advertised in England 42.53% 41.40% 43.84%
Number of daily rates quoted 22,548 24,566 23,862
England median daily rate £463 £450 £438
Median daily rate % change year-on-year +2.78% +2.86% +4.79%
10th Percentile £258 £250 £258
90th Percentile £638 £625 £613
UK median daily rate £454 £450 £425
% change year-on-year +0.89% +5.88% +3.03%
Number of hourly rates quoted 1,216 1,464 1,306
England median hourly rate £19.00 £18.00 £17.00
Median hourly rate % change year-on-year +5.56% +5.88% -2.86%
10th Percentile £11.17 £11.17 £10.40
90th Percentile £50.38 £47.50 £47.67
UK median hourly rate £19.00 £17.50 £17.00
% change year-on-year +8.57% +2.94% -2.86%

Tableau
Job Vacancy Trend in England

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

Job vacancy trend for Tableau in England

Tableau
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Tableau in England.

Contractor daily rate trend for Tableau in England

Tableau
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Tableau in England over the 6 months to 21 July 2019.

Contractor daily rate histogram for Tableau in England

Tableau
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Tableau in England.

Contractor hourly rate trend for Tableau in England

Tableau
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Tableau in England over the 6 months to 21 July 2019.

Contractor 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 21 July 2019. 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 +34 621 £475 +5.56% 109
South East +20 150 £475 +8.57% 26
North of England +64 133 £450 +20.00% 56
North West +38 74 £521 +48.93% 28
Yorkshire +55 57 £375 -3.85% 25
Midlands +20 49 £425 +5.92% 42
West Midlands +36 38 £425 +4.94% 21
East of England +7 33 £450 +28.57% 14
South West -57 31 £425 +3.66% 17
East Midlands +4 11 £475 +22.19% 20
North East +20 2 £588 -4.70% 3
Tableau
UK

For the 6 months to 21 July 2019, 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.

1 609 (59.13%) SQL
2 574 (55.73%) Business Intelligence
3 395 (38.35%) Power BI
3 395 (38.35%) Power Platform
4 392 (38.06%) Visualisation
5 355 (34.47%) Analytics
6 288 (27.96%) Agile Software Development
7 257 (24.95%) Python
8 245 (23.79%) Analytical Skills
9 236 (22.91%) Data Warehouse
10 235 (22.82%) Data Visualisation
11 212 (20.58%) SQL Server
12 211 (20.49%) Finance
13 192 (18.64%) ETL
14 184 (17.86%) Microsoft Excel
15 182 (17.67%) Data Science
16 179 (17.38%) Data Analysis
17 165 (16.02%) Data Modelling
18 145 (14.08%) Microsoft
19 141 (13.69%) Microsoft Azure
20 135 (13.11%) QlikView
21 131 (12.72%) Big Data
22 122 (11.84%) Data Analytics
23 118 (11.46%) Amazon AWS
24 117 (11.36%) SQL Server Integration Services
25 116 (11.26%) Hadoop
26 107 (10.39%) SQL Server Reporting Services
27 102 (9.90%) SQL Server Analysis Services
28 95 (9.22%) R
29 94 (9.13%) Apache Spark

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 94 (9.13%) Apache Spark
2 91 (8.83%) SAS
3 29 (2.82%) SharePoint
4 26 (2.52%) Apache
5 17 (1.65%) Confluence
6 15 (1.46%) Apache Airflow
7 14 (1.36%) Jupyter
8 8 (0.78%) SharePoint 2013
9 6 (0.58%) Apache Pig
10 5 (0.49%) BizTalk Server
10 5 (0.49%) Oracle Workflow
11 3 (0.29%) CMS
12 2 (0.19%) JBoss
12 2 (0.19%) WebLogic
12 2 (0.19%) WebSphere
13 1 (0.097%) Apache Solr
13 1 (0.097%) Elasticsearch
13 1 (0.097%) Liferay
13 1 (0.097%) MS Exchange
13 1 (0.097%) nginx
Applications
1 184 (17.86%) Microsoft Excel
2 44 (4.27%) Microsoft PowerPoint
3 32 (3.11%) Microsoft Office
4 21 (2.04%) SPSS
5 17 (1.65%) Stata
6 13 (1.26%) Spreadsheet
7 4 (0.39%) Microsoft Project
7 4 (0.39%) MS Visio
7 4 (0.39%) Weka
8 1 (0.097%) EViews
Business Applications
1 9 (0.87%) Dynamics CRM
2 8 (0.78%) Salesforce.com CRM
2 8 (0.78%) SAP ERP
3 5 (0.49%) Cognos Business Intelligence
3 5 (0.49%) Maximo
3 5 (0.49%) Sprinklr
4 4 (0.39%) Oracle EBS
4 4 (0.39%) Oracle Retail
4 4 (0.39%) WebTrends
5 3 (0.29%) SAP Oil and Gas
6 2 (0.19%) Oracle BPM
6 2 (0.19%) SAP CRM
6 2 (0.19%) SAP S/4HANA
6 2 (0.19%) Sparx Enterprise Architect
6 2 (0.19%) Workfront
7 1 (0.097%) Eloqua
7 1 (0.097%) Hyperion Planning
7 1 (0.097%) Oracle EBS R12
7 1 (0.097%) Raiser's Edge
7 1 (0.097%) Revive Adserver
Cloud Services
1 395 (38.35%) Power Platform
2 141 (13.69%) Microsoft Azure
3 118 (11.46%) Amazon AWS
4 46 (4.47%) Google Cloud Platform
5 44 (4.27%) Amazon S3
6 35 (3.40%) Azure Data Factory
7 29 (2.82%) Cloud Computing
8 27 (2.62%) Google Analytics
9 20 (1.94%) Adobe Analytics
9 20 (1.94%) PaaS
10 11 (1.07%) Amazon EMR
11 10 (0.97%) GitHub
11 10 (0.97%) IaaS
12 9 (0.87%) Dynamics 365
12 9 (0.87%) Slack
13 8 (0.78%) Azure Machine Learning
13 8 (0.78%) Serverless
14 6 (0.58%) AWS Lambda
14 6 (0.58%) Google Sheets
14 6 (0.58%) Salesforce Sales Cloud
Communications & Networking
1 8 (0.78%) Internet
1 8 (0.78%) WebEx
2 5 (0.49%) Firewall
3 3 (0.29%) GPRS
3 3 (0.29%) GSM
3 3 (0.29%) Intranet
3 3 (0.29%) Skype
3 3 (0.29%) UMTS
4 2 (0.19%) 2.5G
4 2 (0.19%) 2G
4 2 (0.19%) 3G
4 2 (0.19%) 4G
4 2 (0.19%) 5G
4 2 (0.19%) DNS
4 2 (0.19%) Kerberos
4 2 (0.19%) NAS
4 2 (0.19%) OpenLDAP
4 2 (0.19%) TCP/IP
5 1 (0.097%) HTTP
5 1 (0.097%) LAN
Database & Business Intelligence
1 395 (38.35%) Power BI
2 236 (22.91%) Data Warehouse
3 212 (20.58%) SQL Server
4 135 (13.11%) QlikView
5 131 (12.72%) Big Data
6 117 (11.36%) SQL Server Integration Services
7 116 (11.26%) Hadoop
8 107 (10.39%) SQL Server Reporting Services
9 102 (9.90%) SQL Server Analysis Services
10 85 (8.25%) BusinessObjects
11 55 (5.34%) Apache Hive
12 49 (4.76%) NoSQL
13 47 (4.56%) PostgreSQL
14 46 (4.47%) Spotfire
15 44 (4.27%) MongoDB
16 43 (4.17%) Relational Database
17 40 (3.88%) Data Lake
18 37 (3.59%) Amazon Redshift
18 37 (3.59%) Microsoft Analysis Services
19 33 (3.20%) MySQL
Development Applications
1 72 (6.99%) JIRA
2 53 (5.15%) Git (software)
3 26 (2.52%) Visual Studio Team System
4 19 (1.84%) Team Foundation Server
4 19 (1.84%) TeamCity
5 13 (1.26%) SQL Server Management Studio (SSMS)
6 9 (0.87%) Visual Studio
7 6 (0.58%) ERwin
7 6 (0.58%) Octopus Deploy
8 5 (0.49%) Sonatype Nexus
9 4 (0.39%) Jenkins
10 3 (0.29%) Balsamiq
10 3 (0.29%) Bitbucket
10 3 (0.29%) Cucumber
10 3 (0.29%) Toad
11 2 (0.19%) Atlassian Bamboo
11 2 (0.19%) Eclipse
11 2 (0.19%) Oracle APEX
11 2 (0.19%) ProC
11 2 (0.19%) Subversion
General
1 211 (20.49%) Finance
2 63 (6.12%) Retail
3 60 (5.83%) Banking
4 48 (4.66%) Marketing
5 33 (3.20%) Legal
5 33 (3.20%) Telecoms
6 28 (2.72%) Investment Banking
7 18 (1.75%) Front Office
8 17 (1.65%) Pharmaceutical
9 16 (1.55%) Manufacturing
10 13 (1.26%) Publishing
11 9 (0.87%) Financial Institution
12 7 (0.68%) General Ledger
13 6 (0.58%) Law
14 5 (0.49%) Automotive
14 5 (0.49%) Electronics
15 4 (0.39%) Advertising
15 4 (0.39%) Billing
15 4 (0.39%) Games
15 4 (0.39%) Social Science
Job Titles
1 327 (31.75%) Analyst
2 293 (28.45%) Developer
3 187 (18.16%) Data Analyst
4 112 (10.87%) Business Intelligence Developer
5 108 (10.49%) Tableau Developer
6 70 (6.80%) Consultant
6 70 (6.80%) Data Engineer
7 62 (6.02%) Business Analyst
8 58 (5.63%) Business Intelligence Analyst
9 57 (5.53%) Data Scientist
9 57 (5.53%) SQL Developer
10 54 (5.24%) SQL Analyst
11 53 (5.15%) Tableau Analyst
12 52 (5.05%) Architect
13 42 (4.08%) Data Architect
14 40 (3.88%) SQL Data Analyst
15 38 (3.69%) Power BI Developer
16 35 (3.40%) Tableau Consultant
17 29 (2.82%) Senior Analyst
18 23 (2.23%) SAS Analyst
Libraries, Frameworks & Software Standards
1 36 (3.50%) Kafka
2 32 (3.11%) HTML
3 28 (2.72%) JSON
4 26 (2.52%) Pandas
5 25 (2.43%) D3.js
6 23 (2.23%) .NET
7 22 (2.14%) NumPy
8 18 (1.75%) HTML5
8 18 (1.75%) Web Services
9 17 (1.65%) XML
10 16 (1.55%) CSS
10 16 (1.55%) MDX
11 15 (1.46%) AngularJS
11 15 (1.46%) PySpark
11 15 (1.46%) TensorFlow
12 12 (1.17%) ASP.NET
12 12 (1.17%) Keras
13 10 (0.97%) scikit-learn
14 9 (0.87%) Natural Language Processing
14 9 (0.87%) REST
Miscellaneous
1 245 (23.79%) Analytical Skills
2 47 (4.56%) Algorithms
3 41 (3.98%) User Experience
4 29 (2.82%) Greenfield Project
4 29 (2.82%) Self-Motivation
5 28 (2.72%) Data Structures
6 24 (2.33%) Hedge funds
7 23 (2.23%) NHS
8 22 (2.14%) Management Information System
9 12 (1.17%) Taxonomies
10 11 (1.07%) Credit Risk
10 11 (1.07%) Enterprise Software
10 11 (1.07%) Replication
10 11 (1.07%) Social Media
11 10 (0.97%) Data Protection Act
11 10 (0.97%) FMCG
12 9 (0.87%) Analytical Mindset
12 9 (0.87%) Life Science
13 7 (0.68%) Fixed Income
13 7 (0.68%) Linked Data
Operating Systems
1 29 (2.82%) Unix
2 25 (2.43%) Linux
3 20 (1.94%) Windows
4 3 (0.29%) VMS
5 2 (0.19%) Android
5 2 (0.19%) Apple iOS
5 2 (0.19%) Red Hat Enterprise Linux
Processes & Methodologies
1 574 (55.73%) Business Intelligence
2 392 (38.06%) Visualisation
3 355 (34.47%) Analytics
4 288 (27.96%) Agile Software Development
5 235 (22.82%) Data Visualisation
6 192 (18.64%) ETL
7 182 (17.67%) Data Science
8 179 (17.38%) Data Analysis
9 165 (16.02%) Data Modelling
10 122 (11.84%) Data Analytics
11 94 (9.13%) Problem-Solving
12 86 (8.35%) Mathematics
13 85 (8.25%) Machine Learning
14 81 (7.86%) Computer Science
15 80 (7.77%) Migration
16 77 (7.48%) Dashboard Development
17 71 (6.89%) Stakeholder Management
18 69 (6.70%) DevOps
19 68 (6.60%) Project Management
20 64 (6.21%) Scrum
Programming Languages
1 609 (59.13%) SQL
2 257 (24.95%) Python
3 95 (9.22%) R
4 62 (6.02%) C#
5 58 (5.63%) T-SQL
6 57 (5.53%) Java
6 57 (5.53%) PowerShell
7 34 (3.30%) VBA
8 33 (3.20%) Scala
9 32 (3.11%) JavaScript
10 24 (2.33%) PL/SQL
11 23 (2.23%) Bash Shell
12 21 (2.04%) Data Analysis Expressions (DAX)
13 14 (1.36%) C++
13 14 (1.36%) Shell Script
14 11 (1.07%) MATLAB
14 11 (1.07%) PHP
15 8 (0.78%) C
15 8 (0.78%) Perl
16 7 (0.68%) VB
Qualifications
1 91 (8.83%) Degree
2 29 (2.82%) Security Cleared
3 28 (2.72%) PhD
4 24 (2.33%) Master's Degree
5 16 (1.55%) BPSS Clearance
6 13 (1.26%) Numerate Degree
6 13 (1.26%) SC Cleared
7 10 (0.97%) Computer Science Degree
8 5 (0.49%) DV Cleared
8 5 (0.49%) PMP
9 4 (0.39%) MBA
10 3 (0.29%) CFA
10 3 (0.29%) Microsoft Certification
11 2 (0.19%) (ISC)2 CCSP
11 2 (0.19%) Cisco Certification
11 2 (0.19%) CISSP
11 2 (0.19%) CSSLP
11 2 (0.19%) ISSAP
11 2 (0.19%) MCSE
11 2 (0.19%) PMI Certification
Quality Assurance & Compliance
1 78 (7.57%) Data Quality
2 24 (2.33%) QA
3 11 (1.07%) GDPR
4 6 (0.58%) COREP
4 6 (0.58%) FINREP
5 5 (0.49%) CDISC
5 5 (0.49%) Disclosure Scotland
5 5 (0.49%) PMO
6 1 (0.097%) Actionable Recommendations
6 1 (0.097%) EMIR
6 1 (0.097%) ISO/IEC 27001
6 1 (0.097%) MiFID
6 1 (0.097%) SLA
System Software
1 14 (1.36%) Docker
2 11 (1.07%) HDFS
3 7 (0.68%) Oracle RAC
4 3 (0.29%) Apache Flume
5 2 (0.19%) Virtual Machines
6 1 (0.097%) Postfix
6 1 (0.097%) VMware Infrastructure
Systems Management
1 9 (0.87%) Puppet
2 8 (0.78%) Kubernetes
2 8 (0.78%) Opscode Chef
3 7 (0.68%) Hadoop YARN
4 6 (0.58%) Data Guard
5 5 (0.49%) Control-M
5 5 (0.49%) Oracle RMAN
6 4 (0.39%) Terraform
7 3 (0.29%) Ambari
7 3 (0.29%) Ansible
8 2 (0.19%) EMC NetWorker
8 2 (0.19%) Oozie
9 1 (0.097%) Mesos
9 1 (0.097%) NetBackup
9 1 (0.097%) Suricata
9 1 (0.097%) yum
Vendors
1 145 (14.08%) Microsoft
2 78 (7.57%) Google
3 69 (6.70%) Oracle
4 67 (6.50%) SAP
5 62 (6.02%) MicroStrategy
6 51 (4.95%) Alteryx
7 46 (4.47%) Cognos
8 36 (3.50%) Informatica
9 34 (3.30%) Salesforce.com
10 24 (2.33%) Adobe
11 18 (1.75%) Databricks
11 18 (1.75%) Talend
12 16 (1.55%) Teradata
13 12 (1.17%) Cloudera
14 11 (1.07%) Hortonworks
15 9 (0.87%) Netezza
16 8 (0.78%) IBM
17 6 (0.58%) CA Agile Central
17 6 (0.58%) Dataiku
17 6 (0.58%) Splunk