Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 28 September 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 28 September 2021 with a comparison to the same period in the previous 2 years.

Looker
England > London
6 months to
28 Sep 2021		 Same period 2020 Same period 2019
Rank 460 327 584
Rank change year-on-year -133 +257 +211
Permanent jobs citing Looker 264 139 159
As % of all permanent jobs advertised in London 0.54% 0.70% 0.29%
As % of the Database & Business Intelligence category 1.68% 2.44% 0.99%
Number of salaries quoted 187 133 143
10th Percentile £45,000 £42,500 £35,000
25th Percentile £51,875 £51,250 £45,000
Median annual salary (50th Percentile) £67,500 £60,000 £54,500
Median % change year-on-year +12.50% +10.09% -12.80%
75th Percentile £85,000 £73,750 £68,125
90th Percentile £96,250 £85,000 £85,000
England median annual salary £64,000 £60,000 £50,000
% change year-on-year +6.67% +20.00% -9.09%

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

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 15,747 5,706 16,027
As % of all permanent IT jobs advertised in London 31.92% 28.92% 28.98%
Number of salaries quoted 9,410 4,795 13,372
10th Percentile £45,000 £42,500 £37,500
25th Percentile £53,750 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £87,500 £82,500
90th Percentile £107,500 £105,750 £97,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Looker
Job Vacancy Trend in London

Job postings citing Looker as a proportion of all IT jobs advertised in London.

Job vacancy trend for Looker in London

Looker
Salary Trend in London

3-month moving average salary quoted in jobs citing Looker in London.

Salary trend for Looker in London

Looker
Salary Histogram in London

Salary distribution for jobs citing Looker in London over the 6 months to 28 September 2021.

Salary histogram for Looker in London

Looker
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Looker within the London region over the 6 months to 28 September 2021. 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
Central London -47 41 £60,000 - 6
North London - 8 £60,000 -
West London -75 4 £52,500 -36.36%
South London -25 1 - -
Looker
England

For the 6 months to 28 September 2021, IT jobs citing Looker 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 across the London region with a requirement for Looker.

1 192 (72.73%) SQL
2 178 (67.42%) Analytics
3 152 (57.58%) Tableau
4 140 (53.03%) Business Intelligence
5 132 (50.00%) Python
6 108 (40.91%) Data Science
7 95 (35.98%) Google
8 93 (35.23%) Power Platform
8 93 (35.23%) Power BI
9 91 (34.47%) Data Modelling
10 88 (33.33%) ETL
11 75 (28.41%) AWS
11 75 (28.41%) Data Pipeline
12 72 (27.27%) GCP
13 70 (26.52%) BigQuery
14 69 (26.14%) Data Engineering
15 66 (25.00%) Data Warehouse
16 63 (23.86%) Social Skills
17 61 (23.11%) Finance
18 60 (22.73%) Visualisation
19 59 (22.35%) Big Data
20 58 (21.97%) Machine Learning
20 58 (21.97%) Snowflake
21 54 (20.45%) Degree
21 54 (20.45%) Marketing
22 53 (20.08%) Analytical Skills
23 52 (19.70%) Amazon Redshift
23 52 (19.70%) Problem-Solving
24 48 (18.18%) Agile Software Development
25 44 (16.67%) Data Analysis

Looker
Co-occurring IT Skills in London 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 36 (13.64%) Apache Spark
2 35 (13.26%) Apache Airflow
3 13 (4.92%) Luigi
4 9 (3.41%) Apache
5 6 (2.27%) Confluence
6 3 (1.14%) Elasticsearch
7 1 (0.38%) Apache Pig
Applications
1 19 (7.20%) Microsoft Excel
2 9 (3.41%) Spreadsheet
3 2 (0.76%) Microsoft Office
4 1 (0.38%) MS Visio
Business Applications
1 2 (0.76%) Sentinel
1 2 (0.76%) SessionCam
Cloud Services
1 93 (35.23%) Power Platform
2 75 (28.41%) AWS
3 72 (27.27%) GCP
4 58 (21.97%) Snowflake
5 44 (16.67%) Azure
5 44 (16.67%) dbt
6 37 (14.02%) Google Data Studio
7 23 (8.71%) Google Analytics
8 21 (7.95%) Amazon S3
9 17 (6.44%) Fivetran
10 15 (5.68%) Amazon Kinesis
11 13 (4.92%) Amazon EMR
12 10 (3.79%) Serverless
13 8 (3.03%) AWS Lambda
13 8 (3.03%) Google Compute Engine
14 7 (2.65%) AWS CloudFormation
15 6 (2.27%) Google Sheets
15 6 (2.27%) SaaS
16 5 (1.89%) Amazon SQS
17 4 (1.52%) Amazon EC2
Communications & Networking
1 3 (1.14%) Broadband
1 3 (1.14%) Internet
Database & Business Intelligence
1 152 (57.58%) Tableau
2 93 (35.23%) Power BI
3 70 (26.52%) BigQuery
4 66 (25.00%) Data Warehouse
5 59 (22.35%) Big Data
6 52 (19.70%) Amazon Redshift
7 25 (9.47%) NoSQL
7 25 (9.47%) Relational Database
8 21 (7.95%) Hadoop
9 17 (6.44%) SQL Server Integration Services
10 16 (6.06%) Amazon Athena
10 16 (6.06%) MySQL
10 16 (6.06%) Semantic Layer
11 15 (5.68%) Metadata
12 14 (5.30%) RDBMS
13 12 (4.55%) Amazon DynamoDB
13 12 (4.55%) Amazon RDS
13 12 (4.55%) MongoDB
14 10 (3.79%) QlikView
14 10 (3.79%) Snowflake Schema
Development Applications
1 14 (5.30%) JIRA
2 10 (3.79%) Git (software)
3 7 (2.65%) Jenkins
4 6 (2.27%) Spinnaker
5 3 (1.14%) GitLab
6 1 (0.38%) Bitbucket
6 1 (0.38%) ER Studio
6 1 (0.38%) ERwin
6 1 (0.38%) MLflow
6 1 (0.38%) Snyk
General
1 63 (23.86%) Social Skills
2 61 (23.11%) Finance
3 54 (20.45%) Marketing
4 53 (20.08%) Analytical Skills
5 32 (12.12%) Games
6 26 (9.85%) Presentation Skills
7 25 (9.47%) Retail
8 13 (4.92%) Telecoms
9 9 (3.41%) Automotive
10 7 (2.65%) Banking
11 5 (1.89%) Advertising
11 5 (1.89%) Legal
12 2 (0.76%) Manufacturing
13 1 (0.38%) Czech Language
13 1 (0.38%) Public Sector
Job Titles
1 72 (27.27%) Analyst
2 41 (15.53%) Data Engineer
3 36 (13.64%) Data Analyst
4 33 (12.50%) Data Scientist
5 22 (8.33%) Business Analyst
6 21 (7.95%) Data Manager
7 19 (7.20%) Architect
8 18 (6.82%) Data Architect
9 16 (6.06%) Data Warehouse Manager
10 15 (5.68%) Business Intelligence Analyst
11 14 (5.30%) Data Business Analyst
11 14 (5.30%) Senior Data Scientist
12 12 (4.55%) Senior Data Engineer
13 10 (3.79%) Cloud Architect
13 10 (3.79%) Developer
13 10 (3.79%) Machine Learning Engineer
13 10 (3.79%) Senior Analyst
13 10 (3.79%) SQL Analyst
14 9 (3.41%) Junior
15 8 (3.03%) Operations Director
Libraries, Frameworks & Software Standards
1 31 (11.74%) Kafka
2 20 (7.58%) TensorFlow
3 16 (6.06%) Web Services
4 13 (4.92%) HTML
4 13 (4.92%) PySpark
5 11 (4.17%) Pandas
6 10 (3.79%) Flask
6 10 (3.79%) NumPy
6 10 (3.79%) PyTorch
6 10 (3.79%) scikit-learn
7 9 (3.41%) Flutter
8 8 (3.03%) Apache Beam
9 7 (2.65%) SciPy
10 5 (1.89%) JSON
10 5 (1.89%) Node.js
11 4 (1.52%) XML
12 3 (1.14%) CSS
12 3 (1.14%) Keras
12 3 (1.14%) React
13 2 (0.76%) Spark Streaming
Miscellaneous
1 16 (6.06%) Mobile Games
2 14 (5.30%) Data Structures
3 11 (4.17%) Public Cloud
4 10 (3.79%) User Experience
5 8 (3.03%) Greenfield Project
5 8 (3.03%) Mobile App
6 7 (2.65%) Algorithms
6 7 (2.65%) Clustering
6 7 (2.65%) Enterprise Software
6 7 (2.65%) Wiki
7 5 (1.89%) Video Conferencing
8 4 (1.52%) Self-Motivation
9 3 (1.14%) Cloud Native
9 3 (1.14%) Social Media
10 2 (0.76%) Data Protection Act
10 2 (0.76%) Renewable Energy
11 1 (0.38%) Digital Media
11 1 (0.38%) Legacy Systems
11 1 (0.38%) Marketing Technology
11 1 (0.38%) Podcast
Operating Systems
1 13 (4.92%) Linux
2 5 (1.89%) Unix
3 2 (0.76%) Windows
4 1 (0.38%) Windows Server 2012
Processes & Methodologies
1 178 (67.42%) Analytics
2 140 (53.03%) Business Intelligence
3 108 (40.91%) Data Science
4 91 (34.47%) Data Modelling
5 88 (33.33%) ETL
6 75 (28.41%) Data Pipeline
7 69 (26.14%) Data Engineering
8 60 (22.73%) Visualisation
9 58 (21.97%) Machine Learning
10 52 (19.70%) Problem-Solving
11 48 (18.18%) Agile Software Development
12 44 (16.67%) Data Analysis
13 41 (15.53%) Data Strategy
13 41 (15.53%) Data Visualisation
14 40 (15.15%) Decision-Making
14 40 (15.15%) E-Commerce
15 38 (14.39%) DevOps
16 37 (14.02%) Artificial Intelligence
17 36 (13.64%) Data Architecture
18 33 (12.50%) Software Engineering
Programming Languages
1 192 (72.73%) SQL
2 132 (50.00%) Python
3 28 (10.61%) LookML
3 28 (10.61%) R
4 23 (8.71%) Scala
5 19 (7.20%) Java
6 9 (3.41%) Go
6 9 (3.41%) JavaScript
7 8 (3.03%) Ruby
8 5 (1.89%) C
9 2 (0.76%) T-SQL
10 1 (0.38%) Bash Shell
Qualifications
1 54 (20.45%) Degree
2 11 (4.17%) Numerate Degree
3 9 (3.41%) Master's Degree
4 3 (1.14%) Computer Science Degree
5 1 (0.38%) BPSS Clearance
5 1 (0.38%) SC Cleared
5 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 36 (13.64%) Data Quality
2 16 (6.06%) QA
3 9 (3.41%) GDPR
4 6 (2.27%) Accessibility
System Software
1 26 (9.85%) Docker
2 1 (0.38%) Apache Flume
2 1 (0.38%) HDFS
Systems Management
1 33 (12.50%) Kubernetes
2 21 (7.95%) Terraform
3 13 (4.92%) Kubeflow
4 6 (2.27%) Ansible
5 2 (0.76%) Hadoop YARN
6 1 (0.38%) Opsgenie
6 1 (0.38%) Single Sign-On
Vendors
1 95 (35.98%) Google
2 17 (6.44%) Microsoft
3 16 (6.06%) Databricks
4 15 (5.68%) Oracle
5 13 (4.92%) Teradata
6 11 (4.17%) Optimizely
7 10 (3.79%) Talend
8 9 (3.41%) Maxymiser
8 9 (3.41%) Qubit
9 7 (2.65%) Dell
10 6 (2.27%) Facebook
10 6 (2.27%) Informatica
11 5 (1.89%) Cloudera
11 5 (1.89%) Hortonworks
12 3 (1.14%) Intel
12 3 (1.14%) Salesforce.com
13 2 (0.76%) Adobe
13 2 (0.76%) Hotjar
13 2 (0.76%) Monetate
14 1 (0.38%) HubSpot