Period
to 18 November 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 18 November 2017 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 947 1033 1115
Rank change year-on-year +86 +82 +33
Permanent jobs citing Spotfire 231 189 199
As % of all permanent IT jobs advertised in the UK 0.13% 0.100% 0.091%
As % of the Database & Business Intelligence category 0.43% 0.34% 0.29%
Number of salaries quoted 191 148 169
UK median annual salary £50,000 £55,000 £52,500
Median salary % change year-on-year -9.09% +4.76% -18.60%
10th Percentile £33,250 £34,475 £37,500
90th Percentile £87,500 £79,125 £85,250
UK excluding London median annual salary £45,000 £52,500 £40,000
% change year-on-year -14.29% +31.25% -20.00%

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 54109 56256 68994
As % of all permanent IT jobs advertised in the UK 30.24% 29.63% 31.50%
Number of salaries quoted 44517 48077 58103
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £76,750 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 18 November 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 18 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
England +69 217 £50,000 -9.09% 10
London +59 142 £65,000 +13.04% 4
UK excluding London +46 88 £45,000 -14.29% 6
East of England +16 28 £50,000 -13.04% 1
South East +36 20 £42,500 -8.11% 3
North of England -4 14 £42,500 +6.25% 1
Midlands +18 7 £27,500 -57.69%
Scotland -14 7 £50,000 -
Yorkshire +34 6 £50,000 +25.00%
South West -10 6 £50,000 -34.43% 1
Wales - 6 £40,500 -
West Midlands +18 5 £27,500 -31.25%
North West -35 4 £43,750 +9.38% 1
North East - 4 £29,500 -
East Midlands +31 2 £42,500 -34.62%

For the 6 months to 18 November 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.

1 200 (86.58%) Tableau
2 165 (71.43%) Analytics
3 159 (68.83%) Visualisation
4 148 (64.07%) SQL
5 114 (49.35%) Data Analytics
6 106 (45.89%) Business Intelligence
7 102 (44.16%) QlikView
8 86 (37.23%) SAS
9 85 (36.80%) Python
10 80 (34.63%) Big Data
10 80 (34.63%) Hadoop
11 71 (30.74%) R
12 68 (29.44%) Finance
13 61 (26.41%) ETL
13 61 (26.41%) Degree
14 60 (25.97%) SPSS
14 60 (25.97%) Data Visualisation
15 58 (25.11%) Analytical Skills
16 50 (21.65%) Power BI
17 48 (20.78%) Data Quality
18 46 (19.91%) Agile Software Development
19 44 (19.05%) NoSQL
20 43 (18.61%) Data Governance
20 43 (18.61%) Microsoft Excel
21 42 (18.18%) Mathematics
22 40 (17.32%) Data Management
23 39 (16.88%) SQL Server
23 39 (16.88%) Apache Spark
24 37 (16.02%) JavaScript
24 37 (16.02%) Data Analysis

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 86 (37.23%) SAS
2 39 (16.88%) Apache Spark
3 19 (8.23%) Apache Pig
4 6 (2.60%) Elasticsearch
5 1 (0.43%) Apache
5 1 (0.43%) Apache Solr
5 1 (0.43%) Confluence
5 1 (0.43%) Drupal
5 1 (0.43%) IBM Notes
Applications
1 60 (25.97%) SPSS
2 43 (18.61%) Microsoft Excel
3 6 (2.60%) Microsoft Office
4 5 (2.16%) Spreadsheet
5 2 (0.87%) Microsoft PowerPoint
6 1 (0.43%) Mathematica
6 1 (0.43%) MS Visio
6 1 (0.43%) Stata
Business Applications
1 17 (7.36%) SAP InfiniteInsight
2 15 (6.49%) SAP ERP
3 5 (2.16%) Cognos Business Intelligence
4 2 (0.87%) BusinessWorks
4 2 (0.87%) Oracle Procure-to-Pay
4 2 (0.87%) Primavera
4 2 (0.87%) SAP Oil and Gas
5 1 (0.43%) Dynamics NAV
5 1 (0.43%) JDE OneWorld
5 1 (0.43%) NetSuite
5 1 (0.43%) PeopleSoft HRMS
5 1 (0.43%) SAP MDG
5 1 (0.43%) SAP MDM
Cloud Services
1 21 (9.09%) Amazon AWS
2 19 (8.23%) Adobe Analytics
2 19 (8.23%) Google Analytics
3 16 (6.93%) AdWords
4 15 (6.49%) Microsoft Azure
5 12 (5.19%) Amazon Kinesis
6 9 (3.90%) Google Cloud Platform
7 6 (2.60%) Amazon EMR
8 4 (1.73%) GitHub
9 1 (0.43%) CloudBees
9 1 (0.43%) Cortana Intelligence Suite
Database & Business Intelligence
1 102 (44.16%) QlikView
2 80 (34.63%) Big Data
2 80 (34.63%) Hadoop
3 50 (21.65%) Power BI
4 44 (19.05%) NoSQL
5 39 (16.88%) SQL Server
6 35 (15.15%) Data Warehouse
7 27 (11.69%) Apache Hive
8 23 (9.96%) SQL Server Integration Services
9 22 (9.52%) SQL Server Reporting Services
10 18 (7.79%) Apache Cassandra
11 16 (6.93%) Pentaho
11 16 (6.93%) SQL Server Analysis Services
12 15 (6.49%) Amazon Redshift
13 14 (6.06%) BigQuery
13 14 (6.06%) BusinessObjects
14 13 (5.63%) Data Mining
15 11 (4.76%) Relational Database
16 10 (4.33%) MongoDB
16 10 (4.33%) PostgreSQL
Development Applications
1 10 (4.33%) Talend Open Studio
2 7 (3.03%) Visual Studio
3 4 (1.73%) JIRA
4 1 (0.43%) ERwin
4 1 (0.43%) Git (software)
4 1 (0.43%) Jenkins
4 1 (0.43%) Selenium
4 1 (0.43%) SonarQube
4 1 (0.43%) SQL Server Management Studio (SSMS)
General
1 68 (29.44%) Finance
2 24 (10.39%) Retail
3 22 (9.52%) Marketing
4 9 (3.90%) Aerospace
5 7 (3.03%) Banking
5 7 (3.03%) Games
6 6 (2.60%) Pharmaceutical
7 5 (2.16%) Manufacturing
7 5 (2.16%) Retail Banking
8 4 (1.73%) Telecoms
9 3 (1.30%) Electronics
10 2 (0.87%) Corporate Banking
10 2 (0.87%) Investment Banking
10 2 (0.87%) Law
10 2 (0.87%) Legal
11 1 (0.43%) Financial Institution
11 1 (0.43%) Private Banking
Job Titles
1 83 (35.93%) Analyst
2 50 (21.65%) Developer
3 48 (20.78%) Data Analyst
4 43 (18.61%) Analytics Manager
5 38 (16.45%) Data Analytics Manager
6 36 (15.58%) Data Manager
7 29 (12.55%) Business Intelligence Developer
8 19 (8.23%) Spotfire Developer
9 18 (7.79%) SQL Developer
10 17 (7.36%) Insight Analyst
11 16 (6.93%) Business Intelligence Analyst
12 15 (6.49%) Data Scientist
12 15 (6.49%) Digital Analyst
12 15 (6.49%) Senior Analytics Manager
12 15 (6.49%) Senior Manager
13 14 (6.06%) SQL BI Developer
14 13 (5.63%) Data Insight Analyst
14 13 (5.63%) ERP Manager
14 13 (5.63%) Insight Data Analyst
14 13 (5.63%) Web Analyst
Libraries, Frameworks & Software Standards
1 31 (13.42%) CSS
1 31 (13.42%) HTML
2 23 (9.96%) D3.js
3 11 (4.76%) MDX
3 11 (4.76%) Pandas
3 11 (4.76%) Web Services
4 7 (3.03%) AngularJS
4 7 (3.03%) HTML5
4 7 (3.03%) React
5 6 (2.60%) MLlib
6 5 (2.16%) Kafka
7 4 (1.73%) Natural Language Processing
8 2 (0.87%) JMS
8 2 (0.87%) TIBCO EMS
9 1 (0.43%) JSON
9 1 (0.43%) RESTful
9 1 (0.43%) SparkR
9 1 (0.43%) TensorFlow
9 1 (0.43%) XML
Miscellaneous
1 58 (25.11%) Analytical Skills
2 28 (12.12%) Computer Science
3 22 (9.52%) User Experience
4 21 (9.09%) Management Information System
5 11 (4.76%) Algorithms
6 10 (4.33%) Fintech
7 8 (3.46%) Social Network
8 7 (3.03%) Enterprise Software
9 5 (2.16%) Clustering
9 5 (2.16%) Taxonomies
10 4 (1.73%) FMCG
10 4 (1.73%) Reinsurance
11 3 (1.30%) Digital Media
11 3 (1.30%) Life Science
11 3 (1.30%) Tandem
12 2 (0.87%) Internet of Things
12 2 (0.87%) Robotics
13 1 (0.43%) Driving Licence
13 1 (0.43%) Market Risk
13 1 (0.43%) Social Media
Operating Systems
1 1 (0.43%) Linux
Processes & Methodologies
1 165 (71.43%) Analytics
2 159 (68.83%) Visualisation
3 114 (49.35%) Data Analytics
4 106 (45.89%) Business Intelligence
5 61 (26.41%) ETL
6 60 (25.97%) Data Visualisation
7 46 (19.91%) Agile Software Development
8 43 (18.61%) Data Governance
9 42 (18.18%) Mathematics
10 40 (17.32%) Data Management
11 37 (16.02%) Data Analysis
12 35 (15.15%) Stakeholder Management
13 32 (13.85%) Statistics
14 31 (13.42%) Machine Learning
15 28 (12.12%) Mentoring
16 25 (10.82%) Data Modelling
16 25 (10.82%) ERP
17 24 (10.39%) Asset Management
17 24 (10.39%) Data Extraction
18 22 (9.52%) Data Cleansing
Programming Languages
1 148 (64.07%) SQL
2 85 (36.80%) Python
3 71 (30.74%) R
4 37 (16.02%) JavaScript
5 23 (9.96%) VBA
6 20 (8.66%) T-SQL
7 16 (6.93%) MATLAB
8 8 (3.46%) Java
8 8 (3.46%) Scala
9 5 (2.16%) C#
10 2 (0.87%) Ruby
11 1 (0.43%) C
11 1 (0.43%) VB
Qualifications
1 61 (26.41%) Degree
2 17 (7.36%) Security Cleared
3 14 (6.06%) SC Cleared
4 8 (3.46%) Microsoft Certification
5 7 (3.03%) PhD
6 6 (2.60%) Computer Science Degree
6 6 (2.60%) Master's Degree
7 3 (1.30%) Numerate Degree
8 2 (0.87%) ACCA
8 2 (0.87%) CIMA
8 2 (0.87%) CTC Cleared
8 2 (0.87%) DV Cleared
9 1 (0.43%) PMI Certification
Quality Assurance & Compliance
1 48 (20.78%) Data Quality
2 8 (3.46%) CRD IV
2 8 (3.46%) EMIR
2 8 (3.46%) MiFID
3 7 (3.03%) GDPR
4 5 (2.16%) QA
5 3 (1.30%) FATCA
6 1 (0.43%) Actionable Recommendations
6 1 (0.43%) GCP
6 1 (0.43%) ISO/IEC 27001
6 1 (0.43%) SLA
System Software
1 6 (2.60%) Docker
Vendors
1 200 (86.58%) Tableau
2 34 (14.72%) Oracle
3 28 (12.12%) Google
4 26 (11.26%) Cloudera
5 25 (10.82%) Microsoft
5 25 (10.82%) TIBCO
6 24 (10.39%) SAP
7 19 (8.23%) Adobe
7 19 (8.23%) Omniture
8 18 (7.79%) Cognos
9 16 (6.93%) Alteryx
10 15 (6.49%) Informatica
11 14 (6.06%) Hortonworks
11 14 (6.06%) MapR
12 11 (4.76%) Alias
12 11 (4.76%) Teradata
13 10 (4.33%) Netezza
13 10 (4.33%) Talend
14 8 (3.46%) MicroStrategy
15 5 (2.16%) webMethods