Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 19 November 2017 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 932 1017 1080
Rank change year-on-year +85 +63 +55
Permanent jobs citing Spotfire 216 172 187
As % of all permanent IT jobs advertised in England 0.13% 0.097% 0.091%
As % of the Database & Business Intelligence category 0.43% 0.33% 0.29%
Number of salaries quoted 180 145 157
England median annual salary £50,000 £55,000 £55,000
Median salary % change year-on-year -9.09% - -14.73%
10th Percentile £34,825 £33,950 £37,500
90th Percentile £87,500 £79,500 £85,500
UK median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -18.60%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50431 52703 64925
As % of all permanent IT jobs advertised in England 30.18% 29.60% 31.58%
Number of salaries quoted 41886 45476 55166
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Spotfire
Job Vacancy Trend in England

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

Job vacancy trend for Spotfire in England

Spotfire
Salary Trend in England

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

Salary trend for Spotfire in England

Spotfire
Salary Histogram in England

The salary distribution of IT jobs citing Spotfire in England over the 6 months to 19 November 2017.

Salary histogram for Spotfire in England

Spotfire
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spotfire within the England region over the 6 months to 19 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
London +67 141 £65,000 +13.04% 4
East of England +22 28 £50,000 -13.04% 1
South East +56 20 £42,500 -8.11% 3
North of England -9 14 £42,500 +6.25% 1
Midlands +26 7 £27,500 -57.69%
South West +29 6 £50,000 -34.43% 1
Yorkshire +26 6 £50,000 +25.00%
West Midlands +18 5 £27,500 -31.25%
North West -19 4 £43,750 +9.38% 1
North East - 4 £29,500 -
East Midlands +23 2 £42,500 -34.62%
Spotfire
UK

For the 6 months to 19 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 across the England region with a requirement for Spotfire.

1 188 (87.04%) Tableau
2 162 (75.00%) Analytics
3 149 (68.98%) Visualisation
4 139 (64.35%) SQL
5 112 (51.85%) Data Analytics
6 99 (45.83%) Business Intelligence
7 91 (42.13%) QlikView
8 81 (37.50%) SAS
9 76 (35.19%) Python
10 75 (34.72%) Hadoop
11 73 (33.80%) Big Data
12 64 (29.63%) Finance
13 63 (29.17%) R
14 60 (27.78%) SPSS
15 59 (27.31%) ETL
16 58 (26.85%) Degree
17 54 (25.00%) Analytical Skills
18 53 (24.54%) Data Visualisation
19 48 (22.22%) Data Quality
19 48 (22.22%) Power BI
20 43 (19.91%) Microsoft Excel
20 43 (19.91%) Agile Software Development
20 43 (19.91%) Data Governance
21 40 (18.52%) Mathematics
21 40 (18.52%) NoSQL
22 39 (18.06%) Apache Spark
22 39 (18.06%) SQL Server
23 37 (17.13%) JavaScript
23 37 (17.13%) Data Management
23 37 (17.13%) Data Analysis

Spotfire
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 81 (37.50%) SAS
2 39 (18.06%) Apache Spark
3 15 (6.94%) Apache Pig
4 6 (2.78%) Elasticsearch
5 1 (0.46%) Apache
5 1 (0.46%) Apache Solr
5 1 (0.46%) Confluence
5 1 (0.46%) Drupal
5 1 (0.46%) IBM Notes
Applications
1 60 (27.78%) SPSS
2 43 (19.91%) Microsoft Excel
3 6 (2.78%) Microsoft Office
4 5 (2.31%) Spreadsheet
5 2 (0.93%) Microsoft PowerPoint
6 1 (0.46%) Mathematica
6 1 (0.46%) MS Visio
6 1 (0.46%) Stata
Business Applications
1 17 (7.87%) SAP InfiniteInsight
2 15 (6.94%) SAP ERP
3 5 (2.31%) Cognos Business Intelligence
4 2 (0.93%) Oracle Procure-to-Pay
4 2 (0.93%) Primavera
4 2 (0.93%) SAP Oil and Gas
5 1 (0.46%) Dynamics NAV
5 1 (0.46%) JDE OneWorld
5 1 (0.46%) NetSuite
5 1 (0.46%) PeopleSoft HRMS
5 1 (0.46%) SAP MDG
5 1 (0.46%) SAP MDM
Cloud Services
1 21 (9.72%) Amazon AWS
2 19 (8.80%) Adobe Analytics
2 19 (8.80%) Google Analytics
3 16 (7.41%) AdWords
4 15 (6.94%) Microsoft Azure
5 12 (5.56%) Amazon Kinesis
6 9 (4.17%) Google Cloud Platform
7 6 (2.78%) Amazon EMR
8 4 (1.85%) GitHub
9 1 (0.46%) CloudBees
9 1 (0.46%) Cortana Intelligence Suite
Database & Business Intelligence
1 91 (42.13%) QlikView
2 75 (34.72%) Hadoop
3 73 (33.80%) Big Data
4 48 (22.22%) Power BI
5 40 (18.52%) NoSQL
6 39 (18.06%) SQL Server
7 35 (16.20%) Data Warehouse
8 23 (10.65%) Apache Hive
8 23 (10.65%) SQL Server Integration Services
9 22 (10.19%) SQL Server Reporting Services
10 18 (8.33%) Apache Cassandra
11 16 (7.41%) Pentaho
11 16 (7.41%) SQL Server Analysis Services
12 15 (6.94%) Amazon Redshift
13 14 (6.48%) BigQuery
14 13 (6.02%) BusinessObjects
14 13 (6.02%) Data Mining
15 11 (5.09%) Relational Database
16 10 (4.63%) MongoDB
16 10 (4.63%) PostgreSQL
Development Applications
1 10 (4.63%) Talend Open Studio
2 7 (3.24%) Visual Studio
3 4 (1.85%) JIRA
4 1 (0.46%) ERwin
4 1 (0.46%) Git (software)
4 1 (0.46%) Jenkins
4 1 (0.46%) Selenium
4 1 (0.46%) SonarQube
4 1 (0.46%) SQL Server Management Studio (SSMS)
General
1 64 (29.63%) Finance
2 23 (10.65%) Retail
3 22 (10.19%) Marketing
4 9 (4.17%) Aerospace
5 7 (3.24%) Banking
6 6 (2.78%) Pharmaceutical
7 5 (2.31%) Manufacturing
7 5 (2.31%) Retail Banking
8 4 (1.85%) Telecoms
9 3 (1.39%) Electronics
10 2 (0.93%) Corporate Banking
10 2 (0.93%) Investment Banking
10 2 (0.93%) Law
10 2 (0.93%) Legal
11 1 (0.46%) Financial Institution
11 1 (0.46%) Games
11 1 (0.46%) Private Banking
Job Titles
1 73 (33.80%) Analyst
2 45 (20.83%) Developer
3 43 (19.91%) Analytics Manager
4 42 (19.44%) Data Analyst
5 38 (17.59%) Data Analytics Manager
6 36 (16.67%) Data Manager
7 29 (13.43%) Business Intelligence Developer
8 18 (8.33%) Spotfire Developer
8 18 (8.33%) SQL Developer
9 17 (7.87%) Insight Analyst
10 15 (6.94%) Business Intelligence Analyst
10 15 (6.94%) Senior Analytics Manager
10 15 (6.94%) Senior Manager
11 14 (6.48%) Digital Analyst
11 14 (6.48%) SQL BI Developer
12 13 (6.02%) Data Insight Analyst
12 13 (6.02%) Data Scientist
12 13 (6.02%) ERP Manager
12 13 (6.02%) Insight Data Analyst
12 13 (6.02%) Web Analyst
Libraries, Frameworks & Software Standards
1 31 (14.35%) CSS
1 31 (14.35%) HTML
2 23 (10.65%) D3.js
3 11 (5.09%) MDX
4 9 (4.17%) Web Services
5 7 (3.24%) AngularJS
5 7 (3.24%) HTML5
5 7 (3.24%) Pandas
5 7 (3.24%) React
6 6 (2.78%) MLlib
7 5 (2.31%) Kafka
8 4 (1.85%) Natural Language Processing
9 1 (0.46%) JSON
9 1 (0.46%) RESTful
9 1 (0.46%) SparkR
9 1 (0.46%) TensorFlow
9 1 (0.46%) XML
Miscellaneous
1 54 (25.00%) Analytical Skills
2 28 (12.96%) Computer Science
3 22 (10.19%) User Experience
4 21 (9.72%) Management Information System
5 11 (5.09%) Algorithms
6 9 (4.17%) Fintech
7 8 (3.70%) Social Network
8 7 (3.24%) Enterprise Software
9 5 (2.31%) Clustering
9 5 (2.31%) Taxonomies
10 4 (1.85%) Reinsurance
11 3 (1.39%) Digital Media
11 3 (1.39%) FMCG
11 3 (1.39%) Life Science
11 3 (1.39%) Tandem
12 2 (0.93%) Internet of Things
12 2 (0.93%) Robotics
13 1 (0.46%) Driving Licence
13 1 (0.46%) Market Risk
13 1 (0.46%) Social Media
Operating Systems
1 1 (0.46%) Linux
Processes & Methodologies
1 162 (75.00%) Analytics
2 149 (68.98%) Visualisation
3 112 (51.85%) Data Analytics
4 99 (45.83%) Business Intelligence
5 59 (27.31%) ETL
6 53 (24.54%) Data Visualisation
7 43 (19.91%) Agile Software Development
7 43 (19.91%) Data Governance
8 40 (18.52%) Mathematics
9 37 (17.13%) Data Analysis
9 37 (17.13%) Data Management
10 34 (15.74%) Stakeholder Management
11 31 (14.35%) Statistics
12 28 (12.96%) Mentoring
13 25 (11.57%) ERP
14 24 (11.11%) Asset Management
14 24 (11.11%) Data Extraction
14 24 (11.11%) Data Modelling
15 23 (10.65%) Machine Learning
16 22 (10.19%) Data Cleansing
Programming Languages
1 139 (64.35%) SQL
2 76 (35.19%) Python
3 63 (29.17%) R
4 37 (17.13%) JavaScript
5 23 (10.65%) VBA
6 20 (9.26%) T-SQL
7 14 (6.48%) MATLAB
8 8 (3.70%) Java
8 8 (3.70%) Scala
9 5 (2.31%) C#
10 2 (0.93%) Ruby
11 1 (0.46%) C
11 1 (0.46%) VB
Qualifications
1 58 (26.85%) Degree
2 17 (7.87%) Security Cleared
3 14 (6.48%) SC Cleared
4 8 (3.70%) Microsoft Certification
5 7 (3.24%) PhD
6 6 (2.78%) Computer Science Degree
6 6 (2.78%) Master's Degree
7 3 (1.39%) Numerate Degree
8 2 (0.93%) ACCA
8 2 (0.93%) CIMA
8 2 (0.93%) CTC Cleared
8 2 (0.93%) DV Cleared
9 1 (0.46%) PMI Certification
Quality Assurance & Compliance
1 48 (22.22%) Data Quality
2 8 (3.70%) CRD IV
2 8 (3.70%) EMIR
2 8 (3.70%) MiFID
3 6 (2.78%) GDPR
4 5 (2.31%) QA
5 3 (1.39%) FATCA
6 1 (0.46%) Actionable Recommendations
6 1 (0.46%) GCP
6 1 (0.46%) SLA
System Software
1 6 (2.78%) Docker
Vendors
1 188 (87.04%) Tableau
2 34 (15.74%) Oracle
3 28 (12.96%) Google
4 26 (12.04%) Cloudera
5 24 (11.11%) SAP
6 23 (10.65%) Microsoft
7 22 (10.19%) TIBCO
8 19 (8.80%) Adobe
8 19 (8.80%) Omniture
9 18 (8.33%) Cognos
10 16 (7.41%) Alteryx
11 15 (6.94%) Informatica
12 14 (6.48%) Hortonworks
12 14 (6.48%) MapR
13 11 (5.09%) Alias
13 11 (5.09%) Teradata
14 10 (4.63%) Netezza
14 10 (4.63%) Talend
15 8 (3.70%) MicroStrategy
16 5 (2.31%) webMethods