Period
to 20 January 2018

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 20 January 2018 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 957 1015 1071
Rank change year-on-year +58 +56 +84
Permanent jobs citing Spotfire 206 165 221
As % of all permanent IT jobs advertised in the UK 0.12% 0.093% 0.11%
As % of the Database & Business Intelligence category 0.39% 0.31% 0.34%
Number of salaries quoted 177 138 169
UK median annual salary £50,000 £55,000 £52,500
Median salary % change year-on-year -9.09% +4.76% -12.50%
10th Percentile £37,500 £32,500 £37,100
90th Percentile £87,500 £78,750 £92,500
UK excluding London median annual salary £45,000 £55,000 £45,000
% change year-on-year -18.18% +22.22% -5.26%

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 52,890 52,873 65,970
As % of all permanent IT jobs advertised in the UK 30.55% 29.87% 31.62%
Number of salaries quoted 43,850 45,259 55,738
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +1.12%
10th Percentile £30,000 £29,375 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 20 January 2018.

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 20 January 2018. 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 +57 198 £50,000 -9.09% 21
London +56 120 £65,000 +19.27% 14
UK excluding London +5 85 £45,000 -18.18% 7
East of England +10 25 £50,000 -16.67% 1
South East +31 21 £45,000 - 2
South West +21 15 £50,000 +25.00% 2
North of England -17 10 £42,500 +6.25% 1
Midlands +18 7 £34,000 -47.69% 1
West Midlands +21 5 £27,500 -31.25% 1
Scotland -34 5 £47,500 -
Yorkshire +14 4 £46,250 +41.22% 1
North West -32 4 £62,500 +56.25%
East Midlands +20 2 £42,500 -34.62%
Wales +17 2 £36,250 +6.62%
North East - 2 £36,500 -

For the 6 months to 20 January 2018, 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.

1 195 (94.66%) Tableau
2 155 (75.24%) SQL
3 151 (73.30%) Visualisation
3 151 (73.30%) Analytics
4 119 (57.77%) Data Analytics
5 105 (50.97%) QlikView
5 105 (50.97%) Business Intelligence
6 81 (39.32%) Data Visualisation
7 76 (36.89%) SAS
8 70 (33.98%) Big Data
9 68 (33.01%) Python
10 59 (28.64%) ETL
11 55 (26.70%) Finance
11 55 (26.70%) SPSS
12 53 (25.73%) Hadoop
13 52 (25.24%) Degree
14 51 (24.76%) Power BI
15 50 (24.27%) R
16 47 (22.82%) Stakeholder Management
17 45 (21.84%) Microsoft Excel
18 44 (21.36%) Google
19 43 (20.87%) Data Quality
20 42 (20.39%) Apache Spark
21 41 (19.90%) User Experience
22 40 (19.42%) Analytical Skills
22 40 (19.42%) Mathematics
22 40 (19.42%) JavaScript
23 39 (18.93%) HTML
23 39 (18.93%) Data Warehouse
24 38 (18.45%) Data Cleansing

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 76 (36.89%) SAS
2 42 (20.39%) Apache Spark
3 18 (8.74%) Apache Pig
4 12 (5.83%) Elasticsearch
5 1 (0.49%) Apache
5 1 (0.49%) Drupal
Applications
1 55 (26.70%) SPSS
2 45 (21.84%) Microsoft Excel
3 2 (0.97%) Microsoft Office
4 1 (0.49%) Mathematica
4 1 (0.49%) Microsoft PowerPoint
4 1 (0.49%) Spreadsheet
4 1 (0.49%) Stata
Business Applications
1 16 (7.77%) SAP InfiniteInsight
2 14 (6.80%) SAP ERP
3 7 (3.40%) Cognos Business Intelligence
4 1 (0.49%) BusinessWorks
4 1 (0.49%) Dynamics NAV
4 1 (0.49%) JDE OneWorld
4 1 (0.49%) NetSuite
4 1 (0.49%) Oracle BPM
4 1 (0.49%) SAP MDG
4 1 (0.49%) SAP MDM
Cloud Services
1 33 (16.02%) Amazon AWS
2 27 (13.11%) Adobe Analytics
2 27 (13.11%) Google Analytics
3 25 (12.14%) Amazon Kinesis
4 23 (11.17%) AdWords
5 17 (8.25%) Google Cloud Platform
5 17 (8.25%) Microsoft Azure
6 12 (5.83%) Amazon EMR
7 11 (5.34%) GitHub
Database & Business Intelligence
1 105 (50.97%) QlikView
2 70 (33.98%) Big Data
3 53 (25.73%) Hadoop
4 51 (24.76%) Power BI
5 39 (18.93%) Data Warehouse
6 35 (16.99%) Apache Hive
7 30 (14.56%) SQL Server
8 29 (14.08%) Amazon Redshift
9 28 (13.59%) SQL Server Integration Services
10 25 (12.14%) BigQuery
11 24 (11.65%) NoSQL
11 24 (11.65%) SQL Server Reporting Services
12 22 (10.68%) SQL Server Analysis Services
13 18 (8.74%) Apache Cassandra
13 18 (8.74%) Impala
14 13 (6.31%) Data Mining
14 13 (6.31%) Presto
14 13 (6.31%) SAS Visual Analytics
15 12 (5.83%) Amazon Athena
15 12 (5.83%) BusinessObjects
Development Applications
1 12 (5.83%) Visual Studio
2 10 (4.85%) JIRA
3 1 (0.49%) ERwin
3 1 (0.49%) Git (software)
3 1 (0.49%) SQL Server Management Studio (SSMS)
General
1 55 (26.70%) Finance
2 25 (12.14%) Marketing
3 18 (8.74%) Retail
4 10 (4.85%) Electronics
5 9 (4.37%) Banking
6 6 (2.91%) Retail Banking
7 4 (1.94%) Investment Banking
7 4 (1.94%) Law
8 3 (1.46%) Corporate Banking
8 3 (1.46%) Games
9 2 (0.97%) Telecoms
10 1 (0.49%) Financial Institution
10 1 (0.49%) General Ledger
10 1 (0.49%) Manufacturing
Job Titles
1 58 (28.16%) Analyst
2 50 (24.27%) Developer
3 29 (14.08%) Analytics Manager
4 28 (13.59%) Business Intelligence Developer
5 23 (11.17%) Data Analyst
6 22 (10.68%) Data Analytics Manager
7 21 (10.19%) Data Manager
8 20 (9.71%) Spotfire Developer
9 19 (9.22%) Web Analyst
10 18 (8.74%) SQL Developer
11 17 (8.25%) Consultant
12 14 (6.80%) SQL Analyst
13 13 (6.31%) Data Engineer
13 13 (6.31%) ERP Manager
13 13 (6.31%) SQL BI Developer
14 12 (5.83%) Analytics Developer
14 12 (5.83%) Business Intelligence Analyst
15 11 (5.34%) Data Consultant
15 11 (5.34%) Senior Data Engineer
16 10 (4.85%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 39 (18.93%) HTML
2 37 (17.96%) CSS
3 22 (10.68%) D3.js
4 17 (8.25%) Web Services
5 14 (6.80%) HTML5
5 14 (6.80%) MDX
5 14 (6.80%) Pandas
6 13 (6.31%) AngularJS
6 13 (6.31%) React
7 12 (5.83%) MLlib
8 2 (0.97%) Kafka
8 2 (0.97%) Spark Streaming
9 1 (0.49%) ActiveX
9 1 (0.49%) Bokeh
9 1 (0.49%) JMS
9 1 (0.49%) MXNet
9 1 (0.49%) Natural Language Processing
9 1 (0.49%) NumPy
9 1 (0.49%) TensorFlow
9 1 (0.49%) Theano
Miscellaneous
1 41 (19.90%) User Experience
2 40 (19.42%) Analytical Skills
3 27 (13.11%) Management Information System
4 17 (8.25%) Computer Science
5 16 (7.77%) Analytical Mindset
6 12 (5.83%) Clustering
7 6 (2.91%) Fintech
8 4 (1.94%) Reinsurance
9 3 (1.46%) Algorithms
9 3 (1.46%) Digital Media
9 3 (1.46%) Robotics
9 3 (1.46%) Taxonomies
10 2 (0.97%) Enterprise Software
10 2 (0.97%) Internet of Things
10 2 (0.97%) PMI
11 1 (0.49%) Credit Risk
11 1 (0.49%) CUDA
11 1 (0.49%) Data Structures
11 1 (0.49%) FMCG
11 1 (0.49%) Market Risk
Operating Systems
1 3 (1.46%) Linux
Processes & Methodologies
1 151 (73.30%) Analytics
1 151 (73.30%) Visualisation
2 119 (57.77%) Data Analytics
3 105 (50.97%) Business Intelligence
4 81 (39.32%) Data Visualisation
5 59 (28.64%) ETL
6 47 (22.82%) Stakeholder Management
7 40 (19.42%) Mathematics
8 38 (18.45%) Data Cleansing
9 36 (17.48%) Data Governance
10 33 (16.02%) Agile Software Development
11 32 (15.53%) Data Management
12 30 (14.56%) Statistics
13 25 (12.14%) E-Commerce
13 25 (12.14%) Machine Learning
14 24 (11.65%) Web Analytics
15 23 (11.17%) Data Analysis
16 22 (10.68%) Mentoring
17 21 (10.19%) Scrum
18 20 (9.71%) Market Research
Programming Languages
1 155 (75.24%) SQL
2 68 (33.01%) Python
3 50 (24.27%) R
4 40 (19.42%) JavaScript
5 26 (12.62%) T-SQL
6 20 (9.71%) VBA
7 16 (7.77%) Java
7 16 (7.77%) MATLAB
8 14 (6.80%) Scala
9 13 (6.31%) C#
10 1 (0.49%) C
10 1 (0.49%) VB
10 1 (0.49%) VB.NET
Qualifications
1 52 (25.24%) Degree
2 13 (6.31%) Microsoft Certification
3 6 (2.91%) Security Cleared
4 4 (1.94%) PhD
5 3 (1.46%) SC Cleared
6 2 (0.97%) Computer Science Degree
6 2 (0.97%) PMI Certification
7 1 (0.49%) Master's Degree
Quality Assurance & Compliance
1 43 (20.87%) Data Quality
2 13 (6.31%) CRD IV
2 13 (6.31%) EMIR
2 13 (6.31%) MiFID
3 4 (1.94%) GDPR
4 1 (0.49%) ISO/IEC 27001
4 1 (0.49%) QA
System Software
1 12 (5.83%) Docker
Systems Management
1 1 (0.49%) Systems Management Server (SMS)
Vendors
1 195 (94.66%) Tableau
2 44 (21.36%) Google
3 32 (15.53%) Oracle
4 27 (13.11%) Adobe
4 27 (13.11%) Omniture
5 25 (12.14%) Alteryx
5 25 (12.14%) TIBCO
6 24 (11.65%) SAP
7 22 (10.68%) Cognos
7 22 (10.68%) Microsoft
8 18 (8.74%) Informatica
9 17 (8.25%) Teradata
10 16 (7.77%) Talend
11 15 (7.28%) Cloudera
11 15 (7.28%) Netezza
12 10 (4.85%) Atlassian
13 9 (4.37%) MicroStrategy
14 5 (2.43%) Ab Initio
14 5 (2.43%) Greenplum
15 4 (1.94%) RapidMiner