Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 27 June 2022 with a comparison to the same period in the previous 2 years.

Looker
UK > Work from Home
6 months to
27 Jun 2022
Same period 2021 Same period 2020
Rank 517 492 300
Rank change year-on-year -25 -192 +37
Permanent jobs citing Looker 389 106 10
As % of all permanent jobs with a WFH option 0.50% 0.29% 0.11%
As % of the Database & Business Intelligence category 1.71% 0.94% 0.39%
Number of salaries quoted 104 86 10
10th Percentile £48,625 £42,500 £46,250
25th Percentile £56,250 £52,500 £46,563
Median annual salary (50th Percentile) £75,000 £71,250 £55,000
Median % change year-on-year +5.26% +29.55% -4.35%
75th Percentile £94,063 £85,000 £69,688
90th Percentile £115,000 £96,250 £71,250
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +30.00%

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 WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 22,799 11,246 2,534
As % of all permanent jobs with a WFH option 29.53% 30.83% 28.87%
Number of salaries quoted 11,182 8,480 2,152
10th Percentile £37,491 £33,250 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

Looker
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Looker as a proportion of all IT jobs advertised.

Looker trend for jobs with a WFH option

Looker
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Looker.

Looker salary trend for jobs with a WFH option

Looker
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Looker over the 6 months to 27 June 2022.

Looker salary histogram for jobs with a WFH option

For the 6 months to 27 June 2022, Looker job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Looker.

1 323 (83.03%) SQL
2 246 (63.24%) Python
3 233 (59.90%) Business Intelligence
4 220 (56.56%) Analytics
5 213 (54.76%) Data Warehouse
6 196 (50.39%) Visualisation
7 178 (45.76%) Analytical Skills
8 171 (43.96%) Tableau
9 170 (43.70%) GCP
10 152 (39.07%) Data Modelling
10 152 (39.07%) Google
11 149 (38.30%) ETL
12 143 (36.76%) BigQuery
13 136 (34.96%) Data Science
14 124 (31.88%) Data Pipeline
15 118 (30.33%) Finance
16 114 (29.31%) Data Visualisation
17 99 (25.45%) dbt
18 98 (25.19%) AWS
19 97 (24.94%) Social Skills
20 95 (24.42%) Amazon Redshift
21 92 (23.65%) Marketing
22 91 (23.39%) Power BI
22 91 (23.39%) Power Platform
23 87 (22.37%) Snowflake
23 87 (22.37%) Data Engineering
24 82 (21.08%) Problem-Solving
25 79 (20.31%) Apache Airflow
26 75 (19.28%) Azure
27 74 (19.02%) Agile

Looker
Co-occurring IT Skills with a WFH Option 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 79 (20.31%) Apache Airflow
2 31 (7.97%) Apache Spark
3 9 (2.31%) Jupyter
3 9 (2.31%) Luigi
4 6 (1.54%) Apache Pig
4 6 (1.54%) SAS
5 5 (1.29%) Apache
6 4 (1.03%) SharePoint
7 2 (0.51%) CMS
7 2 (0.51%) Confluence
Applications
1 23 (5.91%) Microsoft Excel
2 5 (1.29%) SPSS
3 4 (1.03%) Microsoft Project
3 4 (1.03%) MS Visio
3 4 (1.03%) Spreadsheet
4 2 (0.51%) Microsoft Office
4 2 (0.51%) Stata
Business Applications
1 4 (1.03%) Shopify
2 2 (0.51%) NetSuite
Cloud Services
1 170 (43.70%) GCP
2 99 (25.45%) dbt
3 98 (25.19%) AWS
4 91 (23.39%) Power Platform
5 87 (22.37%) Snowflake
6 75 (19.28%) Azure
7 70 (17.99%) Google Data Studio
8 41 (10.54%) Fivetran
9 26 (6.68%) Google Analytics
10 20 (5.14%) Cloud Composer
11 18 (4.63%) Matillion
12 17 (4.37%) Azure Data Factory
13 16 (4.11%) Azure Synapse Analytics
14 13 (3.34%) Amazon Kinesis
14 13 (3.34%) Google Sheets
14 13 (3.34%) Serverless
15 12 (3.08%) Cloud Functions
16 11 (2.83%) Cloud Computing
16 11 (2.83%) SaaS
17 10 (2.57%) Google Compute Engine
Communications & Networking
1 4 (1.03%) Broadband
2 3 (0.77%) Wi-Fi
Database & Business Intelligence
1 213 (54.76%) Data Warehouse
2 171 (43.96%) Tableau
3 143 (36.76%) BigQuery
4 95 (24.42%) Amazon Redshift
5 91 (23.39%) Power BI
6 66 (16.97%) Big Data
6 66 (16.97%) Relational Database
7 56 (14.40%) MySQL
8 55 (14.14%) Hadoop
9 37 (9.51%) SQL Server
10 36 (9.25%) Data Lake
11 34 (8.74%) PostgreSQL
12 28 (7.20%) QlikView
13 26 (6.68%) SQL Server Integration Services
14 22 (5.66%) Metadata
15 21 (5.40%) SQL Server Reporting Services
16 19 (4.88%) NoSQL
16 19 (4.88%) Oracle Reports
16 19 (4.88%) RDBMS
17 18 (4.63%) Oracle Database
Development Applications
1 22 (5.66%) JIRA
2 10 (2.57%) Git (software)
3 6 (1.54%) ER Studio
3 6 (1.54%) ERwin
3 6 (1.54%) PowerDesigner
4 3 (0.77%) Jenkins
4 3 (0.77%) Spinnaker
General
1 178 (45.76%) Analytical Skills
2 118 (30.33%) Finance
3 97 (24.94%) Social Skills
4 92 (23.65%) Marketing
5 40 (10.28%) Retail
6 38 (9.77%) Automotive
7 25 (6.43%) Advertising
8 23 (5.91%) Inclusion and Diversity
9 21 (5.40%) Pharmaceutical
10 17 (4.37%) Presentation Skills
11 11 (2.83%) Games
12 9 (2.31%) Publishing
13 7 (1.80%) Organisational Skills
14 5 (1.29%) Banking
14 5 (1.29%) Legal
15 2 (0.51%) Law
15 2 (0.51%) Multimedia
16 1 (0.26%) Back Office
16 1 (0.26%) Documentation Skills
Job Titles
1 121 (31.11%) Data Engineer
2 104 (26.74%) Analyst
3 57 (14.65%) Senior Data Engineer
4 55 (14.14%) Data Analyst
5 38 (9.77%) Developer
6 31 (7.97%) Business Intelligence Developer
7 27 (6.94%) Product Analyst
7 27 (6.94%) Product Manager
8 25 (6.43%) Senior Analyst
9 20 (5.14%) Data Scientist
10 17 (4.37%) Architect
10 17 (4.37%) Data Architect
10 17 (4.37%) Data Manager
11 15 (3.86%) GCP Architect
11 15 (3.86%) GCP Data Engineer
11 15 (3.86%) GCP Engineer
12 13 (3.34%) Business Intelligence Analyst
13 12 (3.08%) Senior Data Analyst
14 7 (1.80%) Data Analytics Engineer
14 7 (1.80%) Platform Manager
Libraries, Frameworks & Software Standards
1 26 (6.68%) XML
2 23 (5.91%) Kafka
3 19 (4.88%) JSON
4 14 (3.60%) Apache Beam
5 13 (3.34%) scikit-learn
6 11 (2.83%) Pandas
7 10 (2.57%) Matplotlib
7 10 (2.57%) NumPy
8 9 (2.31%) YAML
9 8 (2.06%) PySpark
10 7 (1.80%) Jinja
11 6 (1.54%) Parsley
12 4 (1.03%) TensorFlow
12 4 (1.03%) Torch
13 3 (0.77%) HTML
13 3 (0.77%) React
14 2 (0.51%) CSS
14 2 (0.51%) REST
15 1 (0.26%) GraphQL
15 1 (0.26%) Spark Streaming
Miscellaneous
1 28 (7.20%) Blog
2 26 (6.68%) Legacy Systems
3 23 (5.91%) User Experience
4 15 (3.86%) Public Cloud
5 12 (3.08%) NHS
6 10 (2.57%) Self-Motivation
7 8 (2.06%) Greenfield Project
7 8 (2.06%) Mobile App
8 7 (1.80%) Data Structures
9 6 (1.54%) Derivative
9 6 (1.54%) Educational Technology
10 5 (1.29%) Algorithms
11 4 (1.03%) Digital Media
11 4 (1.03%) Kindle
11 4 (1.03%) Linux Command Line
11 4 (1.03%) Oculus
12 3 (0.77%) Video\Live Streaming
13 2 (0.51%) Clustering
13 2 (0.51%) Credit Risk
13 2 (0.51%) Podcast
Operating Systems
1 60 (15.42%) Linux
2 53 (13.62%) Windows
3 12 (3.08%) Android
4 9 (2.31%) Unix
Processes & Methodologies
1 233 (59.90%) Business Intelligence
2 220 (56.56%) Analytics
3 196 (50.39%) Visualisation
4 152 (39.07%) Data Modelling
5 149 (38.30%) ETL
6 136 (34.96%) Data Science
7 124 (31.88%) Data Pipeline
8 114 (29.31%) Data Visualisation
9 87 (22.37%) Data Engineering
10 82 (21.08%) Problem-Solving
11 74 (19.02%) Agile
12 73 (18.77%) Decision-Making
13 71 (18.25%) Machine Learning
14 58 (14.91%) Data Analysis
15 52 (13.37%) Fintech
16 49 (12.60%) Actionable Insight
16 49 (12.60%) Data Architecture
17 48 (12.34%) Mentoring
18 45 (11.57%) Computer Science
19 43 (11.05%) Data Analytics
Programming Languages
1 323 (83.03%) SQL
2 246 (63.24%) Python
3 70 (17.99%) R
4 33 (8.48%) Java
5 23 (5.91%) Scala
6 17 (4.37%) C
7 16 (4.11%) Go
8 14 (3.60%) Bash
9 13 (3.34%) Ruby
10 8 (2.06%) Julia
10 8 (2.06%) LookML
11 5 (1.29%) MATLAB
12 4 (1.03%) C++
13 3 (0.77%) JavaScript
14 1 (0.26%) PL/SQL
14 1 (0.26%) T-SQL
Qualifications
1 49 (12.60%) Degree
2 13 (3.34%) Computer Science Degree
3 12 (3.08%) Master's Degree
4 7 (1.80%) DBS Check
5 1 (0.26%) AWS Certification
Quality Assurance & Compliance
1 35 (9.00%) Data Quality
2 24 (6.17%) QA
3 14 (3.60%) ISO/IEC 27001
4 4 (1.03%) GDPR
5 2 (0.51%) SLA
System Software
1 6 (1.54%) Apache Flume
2 4 (1.03%) Docker
Systems Management
1 30 (7.71%) Terraform
2 10 (2.57%) Kubernetes
3 4 (1.03%) Kubeflow
4 3 (0.77%) Ansible
Vendors
1 152 (39.07%) Google
2 47 (12.08%) Apple
3 40 (10.28%) Oracle
4 27 (6.94%) Teradata
5 24 (6.17%) Databricks
6 23 (5.91%) Microsoft
7 21 (5.40%) Facebook
8 16 (4.11%) Amplitude
9 14 (3.60%) Talend
9 14 (3.60%) Twitter
10 12 (3.08%) YouTube
11 6 (1.54%) MicroStrategy
12 5 (1.29%) Salesforce.com
12 5 (1.29%) ServiceNow
13 4 (1.03%) Alteryx
13 4 (1.03%) Cloudera
13 4 (1.03%) Informatica
14 3 (0.77%) Dell
14 3 (0.77%) Hortonworks
14 3 (0.77%) Snowplow