Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

TIBCO Spotfire
UK
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 1013 989 1061
Rank change year-on-year -24 +72 +41
Permanent jobs citing Spotfire 182 193 229
As % of all permanent IT jobs advertised in the UK 0.10% 0.11% 0.11%
As % of the Database & Business Intelligence category 0.34% 0.37% 0.35%
Number of salaries quoted 145 166 178
UK median annual salary £50,000 £50,000 £55,000
Median salary % change year-on-year - -9.09% -4.35%
10th Percentile £37,500 £33,875 £36,250
90th Percentile £87,500 £77,500 £92,500
UK excluding London median annual salary £47,500 £42,500 £60,000
% change year-on-year +11.76% -29.17% +44.58%

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 54,319 52,597 64,519
As % of all permanent IT jobs advertised in the UK 30.63% 30.58% 31.48%
Number of salaries quoted 45,299 44,843 54,827
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £29,698 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

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 19 April 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 19 April 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 +8 175 £50,000 - 11
London +23 96 £67,000 +27.62% 6
UK excluding London -39 86 £47,500 +11.76% 6
South West +14 28 £50,000 +25.00% 2
East of England -11 19 £50,000 -20.00%
South East -32 17 £45,000 -5.76% 1
North of England -11 11 £41,125 +2.81% 1
Scotland -22 6 £42,500 -5.56% 1
North West -37 5 £39,750 -0.63% 1
Midlands -14 4 £34,000 -20.00% 1
North East - 4 £39,625 -
West Midlands -26 3 £34,000 -17.58% 1
Yorkshire +13 2 £42,500 +29.77%
East Midlands +2 1 £40,000 -38.46%
Wales -1 1 £34,000 -

For the 6 months to 19 April 2018, IT jobs citing Spotfire also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Spotfire.

1 171 (93.96%) Tableau
2 139 (76.37%) Analytics
3 127 (69.78%) SQL
4 119 (65.38%) Visualisation
5 112 (61.54%) Data Analytics
6 106 (58.24%) Business Intelligence
7 87 (47.80%) Python
8 83 (45.60%) Big Data
9 74 (40.66%) Data Visualisation
10 70 (38.46%) QlikView
11 67 (36.81%) ETL
12 66 (36.26%) Hadoop
13 65 (35.71%) Power BI
14 61 (33.52%) Apache Spark
15 59 (32.42%) Agile Software Development
16 58 (31.87%) Apache Hive
17 56 (30.77%) Amazon AWS
18 52 (28.57%) Java
19 49 (26.92%) SAS
20 48 (26.37%) User Experience
21 46 (25.27%) Impala
21 46 (25.27%) Finance
22 45 (24.73%) Amazon Redshift
23 44 (24.18%) Scrum
23 44 (24.18%) Degree
24 43 (23.63%) Google
25 41 (22.53%) Microsoft
25 41 (22.53%) Data Warehouse
26 39 (21.43%) SPSS
27 38 (20.88%) Microsoft Excel

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 61 (33.52%) Apache Spark
2 49 (26.92%) SAS
3 26 (14.29%) Apache Pig
4 24 (13.19%) Elasticsearch
5 5 (2.75%) Apache Solr
6 1 (0.55%) Apache
Applications
1 39 (21.43%) SPSS
2 38 (20.88%) Microsoft Excel
3 6 (3.30%) Microsoft Office
4 4 (2.20%) Spreadsheet
5 2 (1.10%) Microsoft PowerPoint
6 1 (0.55%) Weka
Business Applications
1 11 (6.04%) SAP InfiniteInsight
2 9 (4.95%) Cognos Business Intelligence
2 9 (4.95%) SAP ERP
3 2 (1.10%) Adobe Campaign
4 1 (0.55%) Oracle BPM
4 1 (0.55%) SAP MDG
4 1 (0.55%) SAP MDM
4 1 (0.55%) SAP Oil and Gas
Cloud Services
1 56 (30.77%) Amazon AWS
2 38 (20.88%) Microsoft Azure
3 32 (17.58%) Amazon Kinesis
4 30 (16.48%) Amazon EMR
5 22 (12.09%) Adobe Analytics
5 22 (12.09%) GitHub
5 22 (12.09%) Google Analytics
6 21 (11.54%) Google Cloud Platform
7 18 (9.89%) AdWords
8 8 (4.40%) AWS Lambda
8 8 (4.40%) Serverless
9 6 (3.30%) Amazon S3
10 1 (0.55%) SaaS
Database & Business Intelligence
1 83 (45.60%) Big Data
2 70 (38.46%) QlikView
3 66 (36.26%) Hadoop
4 65 (35.71%) Power BI
5 58 (31.87%) Apache Hive
6 46 (25.27%) Impala
7 45 (24.73%) Amazon Redshift
8 41 (22.53%) Data Warehouse
9 33 (18.13%) SQL Server Integration Services
10 32 (17.58%) BigQuery
11 27 (14.84%) NoSQL
12 25 (13.74%) Presto
12 25 (13.74%) SQL Server
12 25 (13.74%) SQL Server Reporting Services
13 24 (13.19%) Amazon Athena
13 24 (13.19%) BusinessObjects
14 20 (10.99%) Apache Cassandra
15 17 (9.34%) SQL Server Analysis Services
16 14 (7.69%) DataStage
17 12 (6.59%) Pentaho
Development Applications
1 27 (14.84%) JIRA
2 10 (5.49%) Visual Studio
3 7 (3.85%) GitLab
4 5 (2.75%) Jenkins
5 2 (1.10%) Git (software)
6 1 (0.55%) ERwin
6 1 (0.55%) Octopus Deploy
6 1 (0.55%) Sonatype Nexus
6 1 (0.55%) SQL Server Management Studio (SSMS)
General
1 46 (25.27%) Finance
2 17 (9.34%) Electronics
3 15 (8.24%) Retail
4 11 (6.04%) Marketing
5 7 (3.85%) Banking
6 4 (2.20%) Investment Banking
6 4 (2.20%) Law
6 4 (2.20%) Retail Banking
7 3 (1.65%) Corporate Banking
8 2 (1.10%) Games
8 2 (1.10%) Telecoms
9 1 (0.55%) General Ledger
9 1 (0.55%) Pharmaceutical
Job Titles
1 44 (24.18%) Analyst
2 37 (20.33%) Data Engineer
3 31 (17.03%) Developer
4 23 (12.64%) Senior Data Engineer
5 22 (12.09%) AWS Engineer
5 22 (12.09%) Hadoop Engineer
5 22 (12.09%) Senior Hadoop Engineer
6 20 (10.99%) Analytics Manager
7 16 (8.79%) Consultant
7 16 (8.79%) Web Analyst
8 15 (8.24%) Data Consultant
9 14 (7.69%) Architect
9 14 (7.69%) Data Manager
9 14 (7.69%) Spotfire Developer
10 13 (7.14%) Data Analytics Manager
11 12 (6.59%) Big Data Architect
11 12 (6.59%) Business Intelligence Developer
11 12 (6.59%) Data Architect
11 12 (6.59%) Senior Analyst
12 11 (6.04%) SQL Analyst
Libraries, Frameworks & Software Standards
1 26 (14.29%) Pandas
2 24 (13.19%) MLlib
3 20 (10.99%) HTML
3 20 (10.99%) Web Services
4 18 (9.89%) CSS
4 18 (9.89%) D3.js
5 11 (6.04%) Kafka
5 11 (6.04%) MDX
5 11 (6.04%) Spark Streaming
6 9 (4.95%) HTML5
7 8 (4.40%) AngularJS
7 8 (4.40%) JSON
7 8 (4.40%) React
8 6 (3.30%) XML
9 5 (2.75%) Lucene
10 3 (1.65%) .NET
10 3 (1.65%) scikit-learn
10 3 (1.65%) TensorFlow
11 2 (1.10%) Keras
11 2 (1.10%) XGBoost
Miscellaneous
1 48 (26.37%) User Experience
2 30 (16.48%) Analytical Skills
2 30 (16.48%) Clustering
3 16 (8.79%) Management Information System
4 15 (8.24%) Computer Science
5 9 (4.95%) Analytical Mindset
5 9 (4.95%) Enterprise Software
6 5 (2.75%) Digital Media
6 5 (2.75%) Fintech
7 3 (1.65%) Robotics
8 2 (1.10%) Algorithms
8 2 (1.10%) FMCG
8 2 (1.10%) Internet of Things
8 2 (1.10%) PMI
9 1 (0.55%) Credit Risk
9 1 (0.55%) CUDA
9 1 (0.55%) Greenfield Project
9 1 (0.55%) Hedge funds
Operating Systems
1 11 (6.04%) Linux
Processes & Methodologies
1 139 (76.37%) Analytics
2 119 (65.38%) Visualisation
3 112 (61.54%) Data Analytics
4 106 (58.24%) Business Intelligence
5 74 (40.66%) Data Visualisation
6 67 (36.81%) ETL
7 59 (32.42%) Agile Software Development
8 44 (24.18%) Scrum
9 38 (20.88%) Stakeholder Management
10 36 (19.78%) DevOps
10 36 (19.78%) MapReduce
11 33 (18.13%) Artificial Intelligence
11 33 (18.13%) Data Modelling
12 30 (16.48%) Mathematics
12 30 (16.48%) Software Engineering
13 27 (14.84%) Decision-Making
13 27 (14.84%) Problem-Solving
14 26 (14.29%) Data Governance
15 25 (13.74%) Data Cleansing
16 24 (13.19%) Coaching
Programming Languages
1 127 (69.78%) SQL
2 87 (47.80%) Python
3 52 (28.57%) Java
4 38 (20.88%) R
4 38 (20.88%) Scala
5 25 (13.74%) C#
6 21 (11.54%) JavaScript
7 20 (10.99%) MATLAB
7 20 (10.99%) VBA
8 19 (10.44%) T-SQL
9 4 (2.20%) PL/SQL
10 2 (1.10%) C++
10 2 (1.10%) VB
11 1 (0.55%) Data Analysis Expressions (DAX)
11 1 (0.55%) Java 8
11 1 (0.55%) PowerShell
11 1 (0.55%) VB.NET
Qualifications
1 44 (24.18%) Degree
2 10 (5.49%) Microsoft Certification
3 9 (4.95%) Computer Science Degree
4 5 (2.75%) Master's Degree
5 3 (1.65%) Security Cleared
6 2 (1.10%) PhD
6 2 (1.10%) PMI Certification
Quality Assurance & Compliance
1 31 (17.03%) Data Quality
2 6 (3.30%) CRD IV
2 6 (3.30%) EMIR
2 6 (3.30%) MiFID
3 4 (2.20%) QA
System Software
1 24 (13.19%) Docker
2 8 (4.40%) Apache ZooKeeper
2 8 (4.40%) HDFS
Systems Management
1 7 (3.85%) Oozie
2 3 (1.65%) Systems Management Server (SMS)
3 1 (0.55%) Control-M
3 1 (0.55%) Opscode Chef
3 1 (0.55%) Puppet
Vendors
1 171 (93.96%) Tableau
2 43 (23.63%) Google
3 41 (22.53%) Microsoft
4 32 (17.58%) Talend
5 31 (17.03%) SAP
6 30 (16.48%) Oracle
7 27 (14.84%) Cloudera
7 27 (14.84%) Informatica
8 26 (14.29%) TIBCO
9 24 (13.19%) Alteryx
10 22 (12.09%) Adobe
10 22 (12.09%) Atlassian
10 22 (12.09%) Omniture
11 21 (11.54%) Cognos
12 15 (8.24%) MicroStrategy
13 13 (7.14%) IBM
13 13 (7.14%) Netezza
14 11 (6.04%) Greenplum
14 11 (6.04%) HP
14 11 (6.04%) Vertica