Period
to 23 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Spotfire skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Spotfire over the 6 months to 23 October 2017 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 949 1022 1131
Rank change year-on-year +73 +109 -5
Permanent jobs citing Spotfire 233 202 185
As % of all permanent IT jobs advertised in the UK 0.13% 0.11% 0.085%
As % of the Database & Business Intelligence category 0.43% 0.36% 0.27%
Number of salaries quoted 194 158 153
UK median annual salary £50,000 £55,000 £57,500
Median salary % change year-on-year -9.09% -4.35% -10.85%
10th Percentile £32,500 £33,750 £39,200
90th Percentile £87,500 £78,750 £86,000
UK excluding London median annual salary £43,500 £45,000 £45,000
% change year-on-year -3.33% - -10.00%

Spotfire is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53569 56197 69091
As % of all permanent IT jobs advertised in the UK 30.52% 29.64% 31.59%
Number of salaries quoted 44034 47845 58259
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% -
10th Percentile £30,000 £28,750 £28,000
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Spotfire
Job Vacancy Trend

Job postings citing Spotfire as a percentage of all IT jobs advertised.

Job vacancy trend for Spotfire in the UK

Spotfire
Salary Trend

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

Salary trend for Spotfire in the UK

Spotfire
Salary Histogram

The salary distribution of IT jobs citing Spotfire over the 6 months to 23 October 2017.

Salary histogram for Spotfire in the UK

Spotfire
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spotfire within the UK over the 6 months to 23 October 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
England +108 218 £50,000 -9.09% 10
London +57 146 £62,750 +4.58% 6
UK excluding London +26 85 £43,500 -3.33% 4
East of England +9 24 £46,250 -15.91%
South East +60 21 £42,500 -5.56% 1
North of England -2 17 £42,500 +6.25% 2
North West +1 8 £40,000 - 1
Scotland -16 8 £58,750 -
Yorkshire +21 7 £50,000 +25.00%
Midlands +5 7 £27,500 -31.25%
West Midlands -2 6 £27,500 -31.25%
Wales +17 5 £42,500 -5.56%
South West +18 3 £40,000 -48.39% 1
North East - 2 £22,500 - 1
East Midlands +24 1 £45,000 -30.77%

For the 6 months to 23 October 2017, IT jobs citing Spotfire also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Spotfire.

1 190 (81.55%) Tableau
2 154 (66.09%) Visualisation
2 154 (66.09%) Analytics
3 138 (59.23%) SQL
4 112 (48.07%) Business Intelligence
4 112 (48.07%) QlikView
5 103 (44.21%) Data Analytics
6 81 (34.76%) SAS
7 74 (31.76%) Python
8 73 (31.33%) Hadoop
9 71 (30.47%) Big Data
10 67 (28.76%) R
11 63 (27.04%) Data Visualisation
11 63 (27.04%) Finance
12 62 (26.61%) Degree
13 61 (26.18%) Analytical Skills
14 59 (25.32%) ETL
15 55 (23.61%) Power BI
16 53 (22.75%) SPSS
16 53 (22.75%) Agile Software Development
17 46 (19.74%) Data Quality
18 42 (18.03%) Data Governance
18 42 (18.03%) NoSQL
19 41 (17.60%) SQL Server
20 39 (16.74%) Microsoft Excel
20 39 (16.74%) Mathematics
21 38 (16.31%) Data Management
21 38 (16.31%) Data Warehouse
22 36 (15.45%) Microsoft
22 36 (15.45%) Stakeholder Management

Spotfire
Co-occurring IT Skills 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 81 (34.76%) SAS
2 31 (13.30%) Apache Spark
3 14 (6.01%) Apache Pig
4 2 (0.86%) Apache
4 2 (0.86%) Apache Solr
4 2 (0.86%) Elasticsearch
5 1 (0.43%) Confluence
5 1 (0.43%) Drupal
5 1 (0.43%) IBM Notes
Applications
1 53 (22.75%) SPSS
2 39 (16.74%) Microsoft Excel
3 8 (3.43%) Microsoft Office
4 5 (2.15%) Spreadsheet
5 1 (0.43%) Mathematica
5 1 (0.43%) Microsoft PowerPoint
5 1 (0.43%) MS Visio
5 1 (0.43%) Stata
Business Applications
1 15 (6.44%) SAP InfiniteInsight
2 11 (4.72%) SAP ERP
3 6 (2.58%) Cognos Business Intelligence
4 3 (1.29%) BusinessWorks
4 3 (1.29%) Primavera
5 2 (0.86%) Oracle Procure-to-Pay
5 2 (0.86%) SAP Oil and Gas
6 1 (0.43%) Adobe Campaign
6 1 (0.43%) Dynamics NAV
6 1 (0.43%) JDE OneWorld
6 1 (0.43%) NetSuite
6 1 (0.43%) PeopleSoft HRMS
Cloud Services
1 20 (8.58%) Microsoft Azure
2 16 (6.87%) Amazon AWS
3 15 (6.44%) Google Analytics
4 13 (5.58%) Adobe Analytics
4 13 (5.58%) AdWords
5 8 (3.43%) Google Cloud Platform
6 5 (2.15%) Amazon Kinesis
7 2 (0.86%) Amazon EMR
8 1 (0.43%) CloudBees
8 1 (0.43%) Cortana Intelligence Suite
8 1 (0.43%) GitHub
Database & Business Intelligence
1 112 (48.07%) QlikView
2 73 (31.33%) Hadoop
3 71 (30.47%) Big Data
4 55 (23.61%) Power BI
5 42 (18.03%) NoSQL
6 41 (17.60%) SQL Server
7 38 (16.31%) Data Warehouse
8 26 (11.16%) SQL Server Integration Services
9 25 (10.73%) SQL Server Reporting Services
10 20 (8.58%) Pentaho
11 18 (7.73%) BusinessObjects
12 17 (7.30%) Apache Cassandra
12 17 (7.30%) Apache Hive
12 17 (7.30%) SQL Server Analysis Services
13 11 (4.72%) Data Mining
13 11 (4.72%) MongoDB
13 11 (4.72%) PostgreSQL
13 11 (4.72%) Qlik Sense
14 10 (4.29%) Relational Database
15 9 (3.86%) Amazon Redshift
Development Applications
1 8 (3.43%) Talend Open Studio
2 5 (2.15%) Visual Studio
3 1 (0.43%) Git (software)
3 1 (0.43%) Jenkins
3 1 (0.43%) JIRA
3 1 (0.43%) Selenium
3 1 (0.43%) SonarQube
General
1 63 (27.04%) Finance
2 26 (11.16%) Retail
3 21 (9.01%) Marketing
4 9 (3.86%) Aerospace
4 9 (3.86%) Local Government
5 6 (2.58%) Manufacturing
5 6 (2.58%) Pharmaceutical
5 6 (2.58%) Telecoms
6 5 (2.15%) Banking
6 5 (2.15%) Games
7 3 (1.29%) Retail Banking
8 2 (0.86%) Legal
9 1 (0.43%) Financial Institution
9 1 (0.43%) Private Banking
Job Titles
1 81 (34.76%) Analyst
2 54 (23.18%) Developer
3 45 (19.31%) Data Analyst
4 37 (15.88%) Analytics Manager
5 35 (15.02%) Business Intelligence Developer
6 33 (14.16%) Data Analytics Manager
7 31 (13.30%) Data Manager
8 18 (7.73%) Business Intelligence Analyst
8 18 (7.73%) Consultant
9 17 (7.30%) Insight Analyst
9 17 (7.30%) SQL Developer
10 16 (6.87%) Senior Analytics Manager
10 16 (6.87%) Senior Manager
11 15 (6.44%) Data Scientist
12 13 (5.58%) Data Insight Analyst
12 13 (5.58%) Digital Analyst
12 13 (5.58%) Insight Data Analyst
12 13 (5.58%) SQL BI Developer
13 12 (5.15%) Digital Insight Analyst
13 12 (5.15%) Spotfire Developer
Libraries, Frameworks & Software Standards
1 29 (12.45%) HTML
2 25 (10.73%) CSS
3 20 (8.58%) D3.js
4 11 (4.72%) MDX
5 9 (3.86%) Web Services
6 7 (3.00%) HTML5
7 5 (2.15%) AngularJS
7 5 (2.15%) Kafka
7 5 (2.15%) Pandas
7 5 (2.15%) React
8 4 (1.72%) Natural Language Processing
9 3 (1.29%) JMS
9 3 (1.29%) TIBCO EMS
9 3 (1.29%) XML
10 2 (0.86%) Regular Expression
11 1 (0.43%) JSON
11 1 (0.43%) MLlib
11 1 (0.43%) RESTful
11 1 (0.43%) SparkR
11 1 (0.43%) TensorFlow
Miscellaneous
1 61 (26.18%) Analytical Skills
2 32 (13.73%) Computer Science
3 20 (8.58%) Management Information System
4 16 (6.87%) User Experience
5 12 (5.15%) Algorithms
6 8 (3.43%) Fintech
6 8 (3.43%) Social Network
7 7 (3.00%) Enterprise Software
8 5 (2.15%) Taxonomies
9 4 (1.72%) FMCG
9 4 (1.72%) Life Science
9 4 (1.72%) Reinsurance
10 3 (1.29%) Social Media
10 3 (1.29%) Tandem
11 2 (0.86%) Digital Media
12 1 (0.43%) Credit Risk
12 1 (0.43%) Data Structures
12 1 (0.43%) Derivative
12 1 (0.43%) Driving Licence
12 1 (0.43%) Market Risk
Operating Systems
1 2 (0.86%) Linux
Processes & Methodologies
1 154 (66.09%) Analytics
1 154 (66.09%) Visualisation
2 112 (48.07%) Business Intelligence
3 103 (44.21%) Data Analytics
4 63 (27.04%) Data Visualisation
5 59 (25.32%) ETL
6 53 (22.75%) Agile Software Development
7 42 (18.03%) Data Governance
8 39 (16.74%) Mathematics
9 38 (16.31%) Data Management
10 36 (15.45%) Stakeholder Management
11 33 (14.16%) Data Analysis
12 29 (12.45%) Machine Learning
12 29 (12.45%) Statistics
13 27 (11.59%) Data Modelling
14 24 (10.30%) ERP
15 21 (9.01%) Asset Management
15 21 (9.01%) Mentoring
16 20 (8.58%) Data Extraction
17 19 (8.15%) Data Cleansing
Programming Languages
1 138 (59.23%) SQL
2 74 (31.76%) Python
3 67 (28.76%) R
4 32 (13.73%) JavaScript
5 23 (9.87%) VBA
6 21 (9.01%) T-SQL
7 15 (6.44%) MATLAB
8 5 (2.15%) Scala
9 4 (1.72%) Java
10 2 (0.86%) Ruby
11 1 (0.43%) C
11 1 (0.43%) Perl
11 1 (0.43%) PHP
11 1 (0.43%) PL/SQL
11 1 (0.43%) VB
Qualifications
1 62 (26.61%) Degree
2 16 (6.87%) Security Cleared
3 14 (6.01%) SC Cleared
4 9 (3.86%) Computer Science Degree
5 7 (3.00%) PhD
6 6 (2.58%) Master's Degree
6 6 (2.58%) Microsoft Certification
6 6 (2.58%) Numerate Degree
7 2 (0.86%) ACCA
7 2 (0.86%) CIMA
7 2 (0.86%) CTC Cleared
7 2 (0.86%) DV Cleared
8 1 (0.43%) PMI Certification
Quality Assurance & Compliance
1 46 (19.74%) Data Quality
2 7 (3.00%) CRD IV
2 7 (3.00%) EMIR
2 7 (3.00%) GDPR
2 7 (3.00%) MiFID
3 5 (2.15%) QA
4 3 (1.29%) FATCA
5 2 (0.86%) GCP
6 1 (0.43%) Actionable Recommendations
6 1 (0.43%) ISO/IEC 27001
6 1 (0.43%) SLA
System Software
1 1 (0.43%) Docker
Vendors
1 190 (81.55%) Tableau
2 36 (15.45%) Microsoft
2 36 (15.45%) TIBCO
3 34 (14.59%) Oracle
4 26 (11.16%) SAP
5 25 (10.73%) Cloudera
6 23 (9.87%) Google
7 21 (9.01%) MicroStrategy
8 18 (7.73%) Cognos
9 16 (6.87%) Informatica
10 15 (6.44%) Adobe
10 15 (6.44%) Hortonworks
10 15 (6.44%) MapR
10 15 (6.44%) Omniture
11 12 (5.15%) Alteryx
12 11 (4.72%) Alias
13 10 (4.29%) Teradata
14 9 (3.86%) Netezza
15 8 (3.43%) Talend
16 5 (2.15%) webMethods