Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Looker skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Looker over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Looker
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1125 1187 1303
Rank change year-on-year +62 +116 -
Permanent jobs citing Looker 86 35 20
As % of all permanent IT jobs advertised in the UK 0.048% 0.018% 0.009%
As % of the Database & Business Intelligence category 0.16% 0.062% 0.029%
Number of salaries quoted 59 34 20
UK median annual salary £55,000 £65,000 £42,500
Median salary % change year-on-year -15.38% +52.94% -
10th Percentile £37,500 £37,875 £26,250
90th Percentile £81,250 £87,500 £55,000
UK excluding London median annual salary £47,500 £37,500 £27,500
% change year-on-year +26.67% +36.36% -

Looker 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 54460 56137 68974
As % of all permanent IT jobs advertised in the UK 30.23% 29.67% 31.53%
Number of salaries quoted 44807 47978 58120
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Looker
Job Vacancy Trend

Job postings citing Looker as a percentage of all IT jobs advertised.

Job vacancy trend for Looker in the UK

Looker
Salary Trend

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

Salary trend for Looker in the UK

Looker
Salary Histogram

The salary distribution of IT jobs citing Looker over the 6 months to 24 November 2017.

Salary histogram for Looker in the UK

Looker
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Looker within the UK over the 6 months to 24 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 +87 78 £55,000 -15.38% 6
London +32 60 £55,000 -15.38% 5
UK excluding London +71 23 £47,500 +26.67% 1
East of England - 11 £45,000 - 1
West Midlands - 6 - -
Midlands - 6 - -
Scotland - 5 £77,500 -
North West - 1 £47,500 -
North of England - 1 £47,500 -

For the 6 months to 24 November 2017, IT jobs citing Looker 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 Looker.

1 56 (65.12%) SQL
2 44 (51.16%) Business Intelligence
3 41 (47.67%) Tableau
4 39 (45.35%) Amazon Redshift
5 38 (44.19%) Analytics
6 37 (43.02%) Python
7 36 (41.86%) Amazon AWS
8 32 (37.21%) Computer Science
9 26 (30.23%) Analytical Skills
10 24 (27.91%) Hadoop
11 23 (26.74%) Google Cloud Platform
11 23 (26.74%) ETL
12 22 (25.58%) Docker
13 21 (24.42%) Google
13 21 (24.42%) Agile Software Development
14 19 (22.09%) SQL Server
15 18 (20.93%) Apache
15 18 (20.93%) Data Analysis
15 18 (20.93%) Degree
15 18 (20.93%) Apache Spark
15 18 (20.93%) Elasticsearch
15 18 (20.93%) scikit-learn
16 17 (19.77%) BigQuery
16 17 (19.77%) QlikView
16 17 (19.77%) Statistics
17 16 (18.60%) Retail
17 16 (18.60%) Scrum
17 16 (18.60%) Visualisation
18 15 (17.44%) Machine Learning
18 15 (17.44%) Data Warehouse

Looker
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 18 (20.93%) Apache
1 18 (20.93%) Apache Spark
1 18 (20.93%) Elasticsearch
2 9 (10.47%) SAS
3 4 (4.65%) Jetty
3 4 (4.65%) Mule
3 4 (4.65%) Mule ESB
3 4 (4.65%) Tomcat
4 2 (2.33%) Oracle SOA Suite
Applications
1 9 (10.47%) Microsoft Excel
2 4 (4.65%) Spreadsheet
3 2 (2.33%) Microsoft Office
3 2 (2.33%) Microsoft PowerPoint
3 2 (2.33%) Microsoft Project
3 2 (2.33%) MS Visio
Business Applications
1 4 (4.65%) Dynamics CRM
2 1 (1.16%) Cognos Business Intelligence
Cloud Services
1 36 (41.86%) Amazon AWS
2 23 (26.74%) Google Cloud Platform
3 13 (15.12%) Microsoft Azure
4 12 (13.95%) Google Analytics
5 4 (4.65%) Amazon S3
5 4 (4.65%) npm
6 2 (2.33%) Amazon EMR
6 2 (2.33%) SaaS
6 2 (2.33%) Serverless
7 1 (1.16%) AWS CloudFormation
7 1 (1.16%) AWS Lambda
7 1 (1.16%) Cloud Computing
7 1 (1.16%) GitHub
Communications & Networking
1 6 (6.98%) NAS
1 6 (6.98%) SAN
2 5 (5.81%) Firewall
3 4 (4.65%) Ethernet
4 3 (3.49%) Internet
4 3 (3.49%) Network Security
5 1 (1.16%) Wireshark
Database & Business Intelligence
1 39 (45.35%) Amazon Redshift
2 24 (27.91%) Hadoop
3 19 (22.09%) SQL Server
4 17 (19.77%) BigQuery
4 17 (19.77%) QlikView
5 15 (17.44%) Data Warehouse
6 13 (15.12%) SQL Server Integration Services
7 12 (13.95%) Big Data
7 12 (13.95%) SQL Server Reporting Services
8 10 (11.63%) MySQL
9 6 (6.98%) Oracle BI EE
9 6 (6.98%) Relational Database
10 5 (5.81%) PostgreSQL
11 4 (4.65%) Azure SQL Data Warehouse
11 4 (4.65%) Azure SQL Database
11 4 (4.65%) BusinessObjects
12 3 (3.49%) Data Lake
13 2 (2.33%) Amazon Aurora
13 2 (2.33%) Amazon QuickSight
13 2 (2.33%) SQL Server Analysis Services
Development Applications
1 8 (9.30%) Git (software)
2 6 (6.98%) Fiddler
3 4 (4.65%) Cucumber
3 4 (4.65%) Jasmine
3 4 (4.65%) Jenkins
3 4 (4.65%) JUnit
3 4 (4.65%) Karma Test Runner
3 4 (4.65%) Maven
3 4 (4.65%) Selenium
3 4 (4.65%) Spock
3 4 (4.65%) webpack
4 3 (3.49%) Bitbucket
5 1 (1.16%) Team Foundation Server
5 1 (1.16%) Visual Studio
General
1 16 (18.60%) Retail
2 14 (16.28%) Marketing
3 10 (11.63%) Finance
4 5 (5.81%) Publishing
5 3 (3.49%) Banking
5 3 (3.49%) Electronics
5 3 (3.49%) Manufacturing
5 3 (3.49%) Telecoms
6 2 (2.33%) Aerospace
7 1 (1.16%) Automotive
7 1 (1.16%) Law
7 1 (1.16%) Legal
Job Titles
1 23 (26.74%) Developer
2 18 (20.93%) Data Scientist
3 16 (18.60%) Analyst
4 15 (17.44%) Business Intelligence Developer
5 8 (9.30%) Business Intelligence Lead
6 7 (8.14%) Head of Architecture
6 7 (8.14%) Senior Analyst
7 6 (6.98%) Architect
7 6 (6.98%) Business Intelligence Analyst
7 6 (6.98%) Data Analyst
8 5 (5.81%) Business Intelligence Manager
8 5 (5.81%) Head of Security
8 5 (5.81%) Senior Business Intelligence Developer
8 5 (5.81%) Senior Data Analyst
8 5 (5.81%) Senior Developer
9 4 (4.65%) CRM Developer
9 4 (4.65%) Dynamics CRM Developer
9 4 (4.65%) Java Developer
10 3 (3.49%) SQL Developer
10 3 (3.49%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 18 (20.93%) scikit-learn
2 12 (13.95%) Lucene
3 7 (8.14%) .NET
4 6 (6.98%) Natural Language Processing
5 4 (4.65%) .NET Framework
5 4 (4.65%) AngularJS
5 4 (4.65%) CSS
5 4 (4.65%) CSS3
5 4 (4.65%) Hibernate
5 4 (4.65%) HTML
5 4 (4.65%) HTML5
5 4 (4.65%) jQuery
5 4 (4.65%) JSP
5 4 (4.65%) LESS
5 4 (4.65%) Spring
5 4 (4.65%) Spring Boot
Miscellaneous
1 32 (37.21%) Computer Science
2 26 (30.23%) Analytical Skills
3 6 (6.98%) FMCG
4 5 (5.81%) Management Information System
5 2 (2.33%) Algorithms
5 2 (2.33%) PDA
6 1 (1.16%) Data Structures
6 1 (1.16%) Digital Currency
6 1 (1.16%) Virtual Team
Operating Systems
1 12 (13.95%) Linux
2 8 (9.30%) Unix
3 3 (3.49%) Kali Linux
4 2 (2.33%) Windows
Processes & Methodologies
1 44 (51.16%) Business Intelligence
2 38 (44.19%) Analytics
3 23 (26.74%) ETL
4 21 (24.42%) Agile Software Development
5 18 (20.93%) Data Analysis
6 17 (19.77%) Statistics
7 16 (18.60%) Scrum
7 16 (18.60%) Visualisation
8 15 (17.44%) Machine Learning
9 12 (13.95%) A/B Testing
10 10 (11.63%) Data Modelling
10 10 (11.63%) Microservices
11 9 (10.47%) Actionable Insight
11 9 (10.47%) Data Visualisation
11 9 (10.47%) Prototyping
11 9 (10.47%) TOGAF
12 8 (9.30%) Mathematics
13 7 (8.14%) CRM
13 7 (8.14%) Digital Marketing
13 7 (8.14%) OWASP
Programming Languages
1 56 (65.12%) SQL
2 37 (43.02%) Python
3 10 (11.63%) R
4 6 (6.98%) Perl
5 5 (5.81%) Java
6 4 (4.65%) C#
6 4 (4.65%) ECMAScript
6 4 (4.65%) ES6
6 4 (4.65%) Groovy
6 4 (4.65%) JavaScript
6 4 (4.65%) T-SQL
6 4 (4.65%) TypeScript
7 2 (2.33%) PowerShell
8 1 (1.16%) C
Qualifications
1 18 (20.93%) Degree
2 5 (5.81%) CISSP
2 5 (5.81%) ISSEP
3 4 (4.65%) Computer Science Degree
Quality Assurance & Compliance
1 8 (9.30%) ISO/IEC 27001
2 5 (5.81%) NIST 800
3 4 (4.65%) QA
4 2 (2.33%) Data Quality
System Software
1 22 (25.58%) Docker
2 5 (5.81%) VMware ESXi
Systems Management
1 6 (6.98%) HP Fortify
1 6 (6.98%) Nessus
2 1 (1.16%) Terraform
Vendors
1 41 (47.67%) Tableau
2 21 (24.42%) Google
3 12 (13.95%) Oracle
4 11 (12.79%) Microsoft
5 7 (8.14%) MicroStrategy
6 6 (6.98%) HP
6 6 (6.98%) NetApp
6 6 (6.98%) Veracode
7 5 (5.81%) SAP
7 5 (5.81%) Teradata
8 3 (3.49%) Birst
8 3 (3.49%) Cognos
9 1 (1.16%) Capita
9 1 (1.16%) Netezza
9 1 (1.16%) Vertica