Period
to 24 August 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 24 August 2017 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK
6 months to
24 Aug 2017
Same period 2016 Same period 2015
Rank 949 1041 1065
Rank change year-on-year +92 +24 +43
Permanent jobs citing Spotfire 228 204 226
As % of all permanent IT jobs advertised in the UK 0.13% 0.10% 0.10%
As % of the Database & Business Intelligence category 0.42% 0.35% 0.33%
Number of salaries quoted 182 155 189
UK median annual salary £45,000 £52,500 £55,000
Median salary % change year-on-year -14.29% -4.55% -15.38%
10th Percentile £32,500 £33,750 £37,250
90th Percentile £96,125 £77,000 £86,250
UK excluding London median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% -17.00%

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 54006 58867 68752
As % of all permanent IT jobs advertised in the UK 30.73% 29.98% 31.75%
Number of salaries quoted 44752 50278 58002
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 24 August 2017.

Salary histogram for Spotfire in the UK

Spotfire
Top 14 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 24 August 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 +95 216 £47,500 -9.52% 17
London +60 137 £62,625 +8.91% 15
UK excluding London +37 90 £42,500 +6.25% 2
South East +103 22 £40,000 -15.79% 1
East of England +6 22 £43,500 -27.50%
North of England -13 19 £40,000 - 1
Midlands +35 12 £40,000 -
West Midlands +34 12 £40,000 -
North West -33 11 £40,000 -
Yorkshire +15 6 £50,000 +25.00% 1
Scotland -5 6 £40,000 -
Wales +8 5 £42,500 -5.56%
South West +15 4 £40,000 -48.39%
North East - 2 £22,500 -

For the 6 months to 24 August 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.

1 171 (75.00%) Tableau
2 140 (61.40%) Analytics
3 139 (60.96%) Visualisation
4 121 (53.07%) SQL
5 107 (46.93%) QlikView
6 102 (44.74%) Business Intelligence
7 80 (35.09%) SAS
8 78 (34.21%) Data Analytics
9 77 (33.77%) Python
10 74 (32.46%) Hadoop
11 70 (30.70%) R
12 67 (29.39%) Agile Software Development
13 66 (28.95%) Analytical Skills
14 62 (27.19%) Big Data
15 58 (25.44%) Data Visualisation
16 54 (23.68%) Power BI
17 49 (21.49%) ETL
17 49 (21.49%) SPSS
18 47 (20.61%) Finance
19 43 (18.86%) Degree
20 42 (18.42%) Stakeholder Management
20 42 (18.42%) Microsoft
20 42 (18.42%) NoSQL
21 41 (17.98%) TIBCO
22 40 (17.54%) Microsoft Excel
23 36 (15.79%) Data Quality
24 35 (15.35%) SQL Server
24 35 (15.35%) Data Management
25 33 (14.47%) MicroStrategy
26 32 (14.04%) Data Governance

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 80 (35.09%) SAS
2 28 (12.28%) Apache Spark
3 13 (5.70%) Apache Pig
4 3 (1.32%) Apache
4 3 (1.32%) Apache Solr
4 3 (1.32%) Elasticsearch
5 2 (0.88%) Confluence
6 1 (0.44%) Drupal
6 1 (0.44%) IBM Notes
6 1 (0.44%) Oracle SOA Suite
Applications
1 49 (21.49%) SPSS
2 40 (17.54%) Microsoft Excel
3 8 (3.51%) Microsoft Office
4 5 (2.19%) Spreadsheet
5 4 (1.75%) Pipeline Pilot
6 1 (0.44%) Microsoft PowerPoint
6 1 (0.44%) MS Visio
Business Applications
1 20 (8.77%) SAP InfiniteInsight
2 6 (2.63%) Cognos Business Intelligence
3 4 (1.75%) SAP ERP
4 3 (1.32%) BusinessWorks
4 3 (1.32%) Primavera
5 2 (0.88%) Adobe Campaign
5 2 (0.88%) Oracle Procure-to-Pay
5 2 (0.88%) PeopleSoft HRMS
5 2 (0.88%) SAP Oil and Gas
6 1 (0.44%) Dynamics CRM
6 1 (0.44%) Oracle CRM
6 1 (0.44%) PeopleSoft CRM
Cloud Services
1 30 (13.16%) Microsoft Azure
2 13 (5.70%) Amazon AWS
3 8 (3.51%) Google Analytics
4 5 (2.19%) Google Cloud Platform
5 4 (1.75%) Adobe Analytics
5 4 (1.75%) AdWords
6 3 (1.32%) Amazon EMR
7 1 (0.44%) Amazon Kinesis
7 1 (0.44%) CloudBees
7 1 (0.44%) Cortana Intelligence Suite
Communications & Networking
1 2 (0.88%) Internet
2 1 (0.44%) SSL
Database & Business Intelligence
1 107 (46.93%) QlikView
2 74 (32.46%) Hadoop
3 62 (27.19%) Big Data
4 54 (23.68%) Power BI
5 42 (18.42%) NoSQL
6 35 (15.35%) SQL Server
7 28 (12.28%) Data Warehouse
8 26 (11.40%) Pentaho
9 22 (9.65%) BusinessObjects
10 18 (7.89%) SQL Server Integration Services
11 17 (7.46%) SQL Server Reporting Services
12 14 (6.14%) Qlik Sense
13 13 (5.70%) MongoDB
13 13 (5.70%) Oracle BI EE
14 12 (5.26%) Apache Cassandra
14 12 (5.26%) Data Mining
14 12 (5.26%) PostgreSQL
15 11 (4.82%) Apache Hive
15 11 (4.82%) Relational Database
16 6 (2.63%) HBase
Development Applications
1 8 (3.51%) Talend Open Studio
2 4 (1.75%) Visual Studio
3 2 (0.88%) Git (software)
3 2 (0.88%) Jenkins
3 2 (0.88%) JIRA
3 2 (0.88%) Selenium
3 2 (0.88%) SonarQube
General
1 47 (20.61%) Finance
2 22 (9.65%) Marketing
2 22 (9.65%) Retail
3 18 (7.89%) Local Government
4 10 (4.39%) Pharmaceutical
5 9 (3.95%) Aerospace
6 6 (2.63%) Manufacturing
7 5 (2.19%) Games
7 5 (2.19%) Telecoms
8 2 (0.88%) Banking
8 2 (0.88%) Legal
9 1 (0.44%) Advertising
9 1 (0.44%) Law
9 1 (0.44%) Private Banking
9 1 (0.44%) Retail Banking
Job Titles
1 80 (35.09%) Analyst
2 46 (20.18%) Developer
3 39 (17.11%) Data Analyst
4 34 (14.91%) Business Intelligence Developer
5 31 (13.60%) Analytics Manager
6 29 (12.72%) Data Analytics Manager
6 29 (12.72%) Data Manager
7 24 (10.53%) Consultant
8 21 (9.21%) Analytics Consultant
9 20 (8.77%) Data Consultant
10 19 (8.33%) Business Intelligence Analyst
10 19 (8.33%) Tableau Developer
11 18 (7.89%) Power BI Developer
11 18 (7.89%) QlikView Developer
12 17 (7.46%) Data Analytics Consultant
12 17 (7.46%) Insight Analyst
13 16 (7.02%) Data Scientist
13 16 (7.02%) Digital Analyst
14 15 (6.58%) Senior Analytics Manager
14 15 (6.58%) Senior Manager
Libraries, Frameworks & Software Standards
1 24 (10.53%) D3.js
2 20 (8.77%) HTML
3 14 (6.14%) CSS
4 10 (4.39%) MDX
5 9 (3.95%) Natural Language Processing
6 6 (2.63%) HTML5
7 5 (2.19%) Kafka
7 5 (2.19%) Pandas
8 4 (1.75%) Web Services
9 3 (1.32%) .NET
9 3 (1.32%) XML
10 2 (0.88%) AngularJS
10 2 (0.88%) JMS
10 2 (0.88%) React
10 2 (0.88%) Regular Expression
10 2 (0.88%) TIBCO EMS
11 1 (0.44%) Node.js
11 1 (0.44%) PhoneGap
11 1 (0.44%) Sass
11 1 (0.44%) WebSockets
Miscellaneous
1 66 (28.95%) Analytical Skills
2 23 (10.09%) Computer Science
3 14 (6.14%) Management Information System
4 12 (5.26%) Algorithms
5 11 (4.82%) Fintech
5 11 (4.82%) Social Network
6 8 (3.51%) Life Science
7 7 (3.07%) User Experience
8 5 (2.19%) Enterprise Software
8 5 (2.19%) Social Media
9 4 (1.75%) FMCG
10 3 (1.32%) Tandem
10 3 (1.32%) Taxonomies
11 2 (0.88%) Credit Risk
12 1 (0.44%) Driving Licence
12 1 (0.44%) Internet of Things
Operating Systems
1 3 (1.32%) Linux
2 1 (0.44%) Windows
Processes & Methodologies
1 140 (61.40%) Analytics
2 139 (60.96%) Visualisation
3 102 (44.74%) Business Intelligence
4 78 (34.21%) Data Analytics
5 67 (29.39%) Agile Software Development
6 58 (25.44%) Data Visualisation
7 49 (21.49%) ETL
8 42 (18.42%) Stakeholder Management
9 35 (15.35%) Data Management
10 32 (14.04%) Data Governance
11 31 (13.60%) Machine Learning
12 29 (12.72%) Data Analysis
13 27 (11.84%) Mathematics
14 24 (10.53%) Data Extraction
15 23 (10.09%) Data Modelling
15 23 (10.09%) Project Management
15 23 (10.09%) Statistics
16 21 (9.21%) ERP
16 21 (9.21%) Mentoring
16 21 (9.21%) Performance Management
Programming Languages
1 121 (53.07%) SQL
2 77 (33.77%) Python
3 70 (30.70%) R
4 29 (12.72%) VBA
5 22 (9.65%) JavaScript
6 13 (5.70%) T-SQL
7 8 (3.51%) Java
7 8 (3.51%) MATLAB
8 6 (2.63%) Scala
9 3 (1.32%) VB
10 2 (0.88%) C#
10 2 (0.88%) Perl
10 2 (0.88%) PHP
10 2 (0.88%) Ruby
11 1 (0.44%) C
11 1 (0.44%) PL/SQL
Qualifications
1 43 (18.86%) Degree
2 28 (12.28%) Security Cleared
3 16 (7.02%) SC Cleared
4 10 (4.39%) Computer Science Degree
5 6 (2.63%) Master's Degree
5 6 (2.63%) Numerate Degree
5 6 (2.63%) PhD
6 5 (2.19%) Microsoft Certification
7 2 (0.88%) ACCA
7 2 (0.88%) CIMA
7 2 (0.88%) CTC Cleared
7 2 (0.88%) DV Cleared
Quality Assurance & Compliance
1 36 (15.79%) Data Quality
2 4 (1.75%) GDPR
2 4 (1.75%) QA
3 3 (1.32%) FATCA
3 3 (1.32%) GCP
4 2 (0.88%) CRD IV
4 2 (0.88%) EMIR
4 2 (0.88%) MiFID
4 2 (0.88%) SLA
5 1 (0.44%) Actionable Recommendations
System Software
1 1 (0.44%) Docker
Vendors
1 171 (75.00%) Tableau
2 42 (18.42%) Microsoft
3 41 (17.98%) TIBCO
4 33 (14.47%) MicroStrategy
5 29 (12.72%) Oracle
6 27 (11.84%) SAP
7 25 (10.96%) Cloudera
8 19 (8.33%) Hortonworks
8 19 (8.33%) MapR
9 18 (7.89%) Cognos
10 15 (6.58%) Informatica
11 14 (6.14%) Alias
11 14 (6.14%) Google
12 10 (4.39%) Alteryx
12 10 (4.39%) Hyperion
13 8 (3.51%) Adobe
13 8 (3.51%) Omniture
13 8 (3.51%) Talend
14 7 (3.07%) Teradata
15 5 (2.19%) webMethods