Period
to 21 November 2017

The table below provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for knowledge and experience of Tableau products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Tableau over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Tableau Software.

Tableau
UK > Scotland
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 163 163 231
Rank change year-on-year 0 +68 +7
Permanent jobs citing Tableau 71 52 14
As % of all permanent IT jobs advertised in Scotland 1.25% 1.01% 0.22%
As % of the Vendors category 3.06% 2.21% 0.54%
Number of salaries quoted 52 16 16
Scotland median annual salary £45,000 £65,000 £45,000
Median salary % change year-on-year -30.77% +44.44% +2.27%
10th Percentile £35,000 £37,816 £36,875
90th Percentile £67,250 £73,750 £53,125
UK median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

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

All Vendors
Scotland
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 2318 2355 2608
As % of all permanent IT jobs advertised in Scotland 40.92% 45.52% 40.76%
Number of salaries quoted 1472 1424 1693
Scotland median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £27,500 £27,500 £27,300
90th Percentile £65,000 £65,000 £58,750
UK median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% -

Tableau
Job Vacancy Trend in Scotland

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

Job vacancy trend for Tableau in Scotland

Tableau
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Tableau in Scotland.

Salary trend for Tableau in Scotland

Tableau
Salary Histogram in Scotland

The salary distribution of IT jobs citing Tableau in Scotland over the 6 months to 21 November 2017.

Salary histogram for Tableau in Scotland

Tableau
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tableau within the Scotland region over the 6 months to 21 November 2017. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +23 62 £45,000 -30.77% 1
Glasgow -31 8 £50,000 -4.76% 3
West Lothian - 3 - -
Stirling - 1 £47,500 -
Tableau
UK

For the 6 months to 21 November 2017, IT jobs citing Tableau also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Tableau.

1 50 (70.42%) Business Intelligence
2 38 (53.52%) Finance
3 37 (52.11%) SQL
4 33 (46.48%) ETL
5 30 (42.25%) SAS
6 27 (38.03%) Microsoft
7 26 (36.62%) QlikView
8 25 (35.21%) Visualisation
9 22 (30.99%) SQL Server
10 21 (29.58%) Analytics
11 20 (28.17%) Oracle
12 19 (26.76%) SQL Server Reporting Services
12 19 (26.76%) SQL Server Integration Services
13 18 (25.35%) T-SQL
14 16 (22.54%) Analytical Skills
15 15 (21.13%) Data Warehouse
15 15 (21.13%) Big Data
16 14 (19.72%) SQL Server 2012
16 14 (19.72%) Team Foundation Server
16 14 (19.72%) Integration Testing
16 14 (19.72%) Project Management
16 14 (19.72%) System Integration Testing
17 13 (18.31%) Python
17 13 (18.31%) Degree
18 12 (16.90%) Informatica
18 12 (16.90%) Data Management
18 12 (16.90%) Teradata
19 11 (15.49%) Agile Software Development
19 11 (15.49%) Data Visualisation
19 11 (15.49%) Power BI

Tableau
Co-occurring IT Skills in Scotland 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 30 (42.25%) SAS
2 3 (4.23%) SharePoint
3 2 (2.82%) Apache Pig
3 2 (2.82%) Apache Spark
Applications
1 6 (8.45%) Microsoft Excel
2 4 (5.63%) Microsoft Office
3 1 (1.41%) SPSS
Business Applications
1 4 (5.63%) Cognos Business Intelligence
Cloud Services
1 2 (2.82%) Microsoft Azure
2 1 (1.41%) Amazon AWS
2 1 (1.41%) Google Cloud Platform
Database & Business Intelligence
1 26 (36.62%) QlikView
2 22 (30.99%) SQL Server
3 19 (26.76%) SQL Server Integration Services
3 19 (26.76%) SQL Server Reporting Services
4 15 (21.13%) Big Data
4 15 (21.13%) Data Warehouse
5 14 (19.72%) SQL Server 2012
6 11 (15.49%) Power BI
7 9 (12.68%) BusinessObjects
8 8 (11.27%) Base SAS
8 8 (11.27%) SAS Enterprise Guide
9 7 (9.86%) PowerCenter
10 6 (8.45%) Hadoop
11 5 (7.04%) Looker
11 5 (7.04%) Spotfire
12 4 (5.63%) Cognos Report Studio
12 4 (5.63%) OLAP
12 4 (5.63%) Oracle OLAP
12 4 (5.63%) SAS Data Integration Studio
13 3 (4.23%) Apache Hive
Development Applications
1 14 (19.72%) Team Foundation Server
General
1 38 (53.52%) Finance
2 6 (8.45%) Banking
3 4 (5.63%) Marketing
4 1 (1.41%) Financial Institution
4 1 (1.41%) Games
Job Titles
1 33 (46.48%) Developer
2 23 (32.39%) Business Intelligence Developer
3 18 (25.35%) Analyst
3 18 (25.35%) SSIS Developer
4 16 (22.54%) Consultant
4 16 (22.54%) SQL BI Developer
4 16 (22.54%) SQL Developer
5 14 (19.72%) SQL Server BI Developer
5 14 (19.72%) SQL Server Developer
6 11 (15.49%) Data Analyst
7 10 (14.08%) Data Consultant
7 10 (14.08%) SSRS Developer
8 8 (11.27%) Data Warehouse Developer
8 8 (11.27%) ETL Developer
9 7 (9.86%) ETL Consultant
10 5 (7.04%) SAS Analyst
10 5 (7.04%) SAS Data Analyst
10 5 (7.04%) Senior Analyst
10 5 (7.04%) Senior Data Analyst
10 5 (7.04%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 5 (7.04%) D3.js
2 4 (5.63%) FusionCharts
2 4 (5.63%) Google Maps API
2 4 (5.63%) Leaflet
2 4 (5.63%) OpenLayers
3 1 (1.41%) .NET
3 1 (1.41%) Kafka
3 1 (1.41%) Natural Language Processing
Miscellaneous
1 16 (22.54%) Analytical Skills
2 7 (9.86%) Credit Risk
3 5 (7.04%) Computer Science
4 3 (4.23%) Management Information System
5 1 (1.41%) Data Structures
5 1 (1.41%) Greenfield Project
5 1 (1.41%) Replication
5 1 (1.41%) Smart City
5 1 (1.41%) Virtual Team
Operating Systems
1 4 (5.63%) Unix
Processes & Methodologies
1 50 (70.42%) Business Intelligence
2 33 (46.48%) ETL
3 25 (35.21%) Visualisation
4 21 (29.58%) Analytics
5 14 (19.72%) Integration Testing
5 14 (19.72%) Project Management
5 14 (19.72%) System Integration Testing
6 12 (16.90%) Data Management
7 11 (15.49%) Agile Software Development
7 11 (15.49%) Data Visualisation
8 10 (14.08%) Data Analysis
9 9 (12.68%) Dashboard Development
10 7 (9.86%) Customer Engagement
10 7 (9.86%) Customer Insight
10 7 (9.86%) Information Management
10 7 (9.86%) Machine Learning
10 7 (9.86%) Master Data Management
11 5 (7.04%) Statistical Analysis
12 4 (5.63%) Data Governance
12 4 (5.63%) Mathematics
Programming Languages
1 37 (52.11%) SQL
2 18 (25.35%) T-SQL
3 13 (18.31%) Python
4 8 (11.27%) R
5 5 (7.04%) MATLAB
5 5 (7.04%) Scala
6 4 (5.63%) Java
6 4 (5.63%) JavaScript
6 4 (5.63%) VBA
7 3 (4.23%) PL/SQL
Qualifications
1 13 (18.31%) Degree
2 4 (5.63%) Numerate Degree
3 1 (1.41%) PhD
Quality Assurance & Compliance
1 7 (9.86%) Data Quality
2 1 (1.41%) GDPR
2 1 (1.41%) SLA
System Software
1 1 (1.41%) HDFS
Systems Management
1 4 (5.63%) Grafana
2 3 (4.23%) Ambari
3 1 (1.41%) Oozie
Vendors
1 27 (38.03%) Microsoft
2 20 (28.17%) Oracle
3 12 (16.90%) Informatica
3 12 (16.90%) Teradata
4 7 (9.86%) MicroStrategy
4 7 (9.86%) Netezza
5 5 (7.04%) Cognos
5 5 (7.04%) SAP
6 4 (5.63%) Google
7 3 (4.23%) Apple
7 3 (4.23%) Facebook
7 3 (4.23%) Minitab
7 3 (4.23%) Twitter
8 1 (1.41%) Cloudera
8 1 (1.41%) TIBCO
8 1 (1.41%) Vertica