Period
to 9 May 2021

The table below provides summary statistics for contract job vacancies advertised in London with a requirement for knowledge and experience of Databricks products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Databricks over the 6 months to 9 May 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Databricks.

Databricks
England > London
6 months to
9 May 2021
Same period 2020 Same period 2019
Rank 199 333 502
Rank change year-on-year +134 +169 +109
Contract jobs citing Databricks 315 104 97
As % of all contract jobs advertised in London 1.35% 0.49% 0.24%
As % of the Vendors category 3.53% 1.25% 0.60%
Number of daily rates quoted 191 76 41
10th Percentile £400 £413 £413
25th Percentile £447 £434 £500
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% +6.98%
75th Percentile £625 £650 £613
90th Percentile £690 £675 £675
England median daily rate £520 £519 £525
% change year-on-year +0.24% -1.19% -
Number of hourly rates quoted 2 0 0
Median hourly rate £55.50 - -
England median hourly rate £44.50 £27.43 -
% change year-on-year +62.26% - -

Databricks is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in London.

All Vendors
London
Contract vacancies with a requirement for knowledge or experience of vendor products and services 8,929 8,323 16,188
As % of all contract IT jobs advertised in London 38.16% 38.89% 39.55%
Number of daily rates quoted 5,947 5,641 10,940
10th Percentile £327 £263 £300
25th Percentile £413 £385 £400
Median daily rate (50th Percentile) £513 £500 £500
Median % change year-on-year +2.50% - +2.56%
75th Percentile £613 £600 £600
90th Percentile £700 £700 £675
England median daily rate £475 £450 £465
% change year-on-year +5.56% -3.23% +3.33%
Number of hourly rates quoted 104 144 241
10th Percentile £14.14 £12.98 £12.76
25th Percentile £20.00 £18.00 £16.50
Median hourly rate £27.50 £24.00 £20.65
Median % change year-on-year +14.58% +16.25% -3.98%
75th Percentile £51.31 £35.57 £33.50
90th Percentile £67.55 £50.00 £47.09
England median hourly rate £21.00 £18.50 £18.25
% change year-on-year +13.51% +1.37% +4.70%

Databricks
Job Vacancy Trend in London

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

Job vacancy trend for Databricks in London

Databricks
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Databricks in London.

Daily rate trend for Databricks in London

Databricks
Daily Rate Histogram in London

Daily rate distribution for jobs citing Databricks in London over the 6 months to 9 May 2021.

Daily rate histogram for Databricks in London

Databricks
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Databricks in London over the 6 months to 9 May 2021.

Hourly rate histogram for Databricks in London

Databricks
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Databricks within the London region over the 6 months to 9 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +27 17 £500 - 8
West London +13 4 £630 +0.80% 2
Databricks
England

For the 6 months to 9 May 2021, IT contractor jobs citing Databricks also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Databricks.

1 286 (90.79%) Azure
2 142 (45.08%) SQL
3 134 (42.54%) Analytics
4 133 (42.22%) Python
5 123 (39.05%) Agile Software Development
6 116 (36.83%) Azure Synapse Analytics
7 115 (36.51%) Azure Data Factory
8 114 (36.19%) Data Lake
9 104 (33.02%) Microsoft
10 100 (31.75%) Social Skills
11 99 (31.43%) Data Warehouse
11 99 (31.43%) Data Modelling
11 99 (31.43%) DevOps
12 86 (27.30%) Data Engineering
13 78 (24.76%) Business Intelligence
14 76 (24.13%) Apache Spark
15 73 (23.17%) Big Data
16 67 (21.27%) Serverless
16 67 (21.27%) Scrum
16 67 (21.27%) Power Platform
17 66 (20.95%) Power BI
18 64 (20.32%) Finance
19 59 (18.73%) ETL
20 50 (15.87%) Azure Functions
21 49 (15.56%) Kafka
22 45 (14.29%) Data Science
23 44 (13.97%) Apache Airflow
23 44 (13.97%) PySpark
24 43 (13.65%) Data Architecture
24 43 (13.65%) Data Pipeline

Databricks
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 76 (24.13%) Apache Spark
2 44 (13.97%) Apache Airflow
3 42 (13.33%) Apache
4 12 (3.81%) SharePoint
5 3 (0.95%) Confluence
5 3 (0.95%) Elasticsearch
5 3 (0.95%) IIS
6 1 (0.32%) Luigi
Applications
1 1 (0.32%) Microsoft PowerPoint
1 1 (0.32%) MS Visio
Business Applications
1 5 (1.59%) SAP Oil and Gas
2 3 (0.95%) Aligne
3 1 (0.32%) Oracle EBS
Cloud Services
1 286 (90.79%) Azure
2 116 (36.83%) Azure Synapse Analytics
3 115 (36.51%) Azure Data Factory
4 67 (21.27%) Power Platform
4 67 (21.27%) Serverless
5 50 (15.87%) Azure Functions
6 39 (12.38%) AWS
7 28 (8.89%) Azure Cosmos DB
8 23 (7.30%) GitHub
9 20 (6.35%) PaaS
10 16 (5.08%) Azure Storage
11 13 (4.13%) Azure Sentinel
12 12 (3.81%) AWS Lambda
12 12 (3.81%) GCP
13 10 (3.17%) Azure Logic Apps
13 10 (3.17%) iPaaS
14 9 (2.86%) Azure Active Directory
15 7 (2.22%) Azure Machine Learning
16 6 (1.90%) Azure Data Lake Analytics
16 6 (1.90%) Azure Stack
Communications & Networking
1 3 (0.95%) Kerberos
1 3 (0.95%) SSL
2 2 (0.63%) TCP/IP
2 2 (0.63%) VPN
3 1 (0.32%) FTP
Database & Business Intelligence
1 114 (36.19%) Data Lake
2 99 (31.43%) Data Warehouse
3 73 (23.17%) Big Data
4 66 (20.95%) Power BI
5 42 (13.33%) SQL Server
6 36 (11.43%) NoSQL
7 35 (11.11%) Azure SQL Data Warehouse
8 33 (10.48%) Azure SQL Database
9 21 (6.67%) Microsoft Analysis Services
9 21 (6.67%) Tableau
10 19 (6.03%) Enterprise Data Warehouse
11 13 (4.13%) Relational Database
11 13 (4.13%) SQL Server Analysis Services
11 13 (4.13%) SQL Server Integration Services
12 10 (3.17%) OLAP
12 10 (3.17%) OLTP
13 9 (2.86%) Redis
13 9 (2.86%) SQL Server Reporting Services
14 8 (2.54%) PolyBase
15 7 (2.22%) Apache Hive
Development Applications
1 40 (12.70%) Git (software)
2 35 (11.11%) Jenkins
3 23 (7.30%) JIRA
4 22 (6.98%) PowerDesigner
5 14 (4.44%) Visual Studio Team System
6 12 (3.81%) kappa
7 7 (2.22%) TeamCity
8 4 (1.27%) GitLab
8 4 (1.27%) Liquibase
8 4 (1.27%) Maven
9 3 (0.95%) Artifactory
9 3 (0.95%) MLflow
9 3 (0.95%) Postman
9 3 (0.95%) Subversion
9 3 (0.95%) Visual Studio
9 3 (0.95%) VisualSVN
10 2 (0.63%) Cucumber
10 2 (0.63%) Gradle
10 2 (0.63%) Sonatype Nexus
11 1 (0.32%) SpecFlow
General
1 100 (31.75%) Social Skills
2 64 (20.32%) Finance
3 34 (10.79%) Banking
4 24 (7.62%) Analytical Skills
5 19 (6.03%) Presentation Skills
6 17 (5.40%) Front Office
7 12 (3.81%) Retail
8 10 (3.17%) Investment Banking
9 7 (2.22%) Back Office
9 7 (2.22%) Marketing
9 7 (2.22%) Public Sector
10 5 (1.59%) Games
11 4 (1.27%) Manufacturing
11 4 (1.27%) Publishing
12 3 (0.95%) Retail Banking
13 2 (0.63%) Telecoms
14 1 (0.32%) Financial Institution
14 1 (0.32%) General Ledger
14 1 (0.32%) Legal
Job Titles
1 111 (35.24%) Data Engineer
2 73 (23.17%) Azure Engineer
3 62 (19.68%) Architect
4 51 (16.19%) Data Architect
5 44 (13.97%) Azure Architect
6 28 (8.89%) Developer
7 27 (8.57%) Analyst
8 26 (8.25%) Solutions Architect
9 18 (5.71%) Python Engineer
10 14 (4.44%) Business Analyst
11 12 (3.81%) Data Analyst
12 11 (3.49%) Consultant
12 11 (3.49%) Data Scientist
13 10 (3.17%) DBA
13 10 (3.17%) Senior Data Engineer
14 9 (2.86%) Big Data Engineer
15 7 (2.22%) Azure Consultant
15 7 (2.22%) DevOps Engineer
15 7 (2.22%) Project Manager
15 7 (2.22%) Scrum Master
Libraries, Frameworks & Software Standards
1 49 (15.56%) Kafka
2 44 (13.97%) PySpark
3 19 (6.03%) Velocity
4 15 (4.76%) .NET
5 9 (2.86%) Pandas
6 8 (2.54%) ADO
6 8 (2.54%) NumPy
7 6 (1.90%) Highcharts JS
7 6 (1.90%) Redux
8 5 (1.59%) Matplotlib
9 4 (1.27%) AngularJS
9 4 (1.27%) Gherkin
9 4 (1.27%) JSON
9 4 (1.27%) RESTful
9 4 (1.27%) scikit-learn
10 3 (0.95%) Apache Avro
10 3 (0.95%) Flask
10 3 (0.95%) MLlib
10 3 (0.95%) Prophet
10 3 (0.95%) React
Miscellaneous
1 16 (5.08%) Greenfield Project
2 13 (4.13%) Algorithms
3 10 (3.17%) Self-Motivation
4 8 (2.54%) Cloud Native
4 8 (2.54%) Data Structures
4 8 (2.54%) Replication
4 8 (2.54%) Virtual Team
5 4 (1.27%) Management Information System
5 4 (1.27%) NHS
6 3 (0.95%) Data Centre
6 3 (0.95%) Enterprise Software
6 3 (0.95%) Market Risk
6 3 (0.95%) Reinsurance
7 2 (0.63%) Hedge funds
7 2 (0.63%) Public Cloud
8 1 (0.32%) BYOD
8 1 (0.32%) FMCG
8 1 (0.32%) Reference Data
8 1 (0.32%) Renewable Energy
8 1 (0.32%) User Experience
Operating Systems
1 6 (1.90%) Linux
2 1 (0.32%) Unix
2 1 (0.32%) Windows
2 1 (0.32%) Windows Server
Processes & Methodologies
1 134 (42.54%) Analytics
2 123 (39.05%) Agile Software Development
3 99 (31.43%) Data Modelling
3 99 (31.43%) DevOps
4 86 (27.30%) Data Engineering
5 78 (24.76%) Business Intelligence
6 67 (21.27%) Scrum
7 59 (18.73%) ETL
8 45 (14.29%) Data Science
9 43 (13.65%) Data Architecture
9 43 (13.65%) Data Pipeline
10 34 (10.79%) Visualisation
11 31 (9.84%) Data Management
12 30 (9.52%) Event-Driven Architecture
12 30 (9.52%) Master Data Management
12 30 (9.52%) Stakeholder Management
13 29 (9.21%) Data Analysis
14 28 (8.89%) Problem-Solving
15 27 (8.57%) Machine Learning
15 27 (8.57%) Open Source
Programming Languages
1 142 (45.08%) SQL
2 133 (42.22%) Python
3 28 (8.89%) Java
4 23 (7.30%) Scala
5 22 (6.98%) PowerShell
6 18 (5.71%) C#
7 13 (4.13%) T-SQL
8 12 (3.81%) R
9 5 (1.59%) JavaScript
10 4 (1.27%) Groovy
10 4 (1.27%) TypeScript
11 3 (0.95%) Bash Shell
11 3 (0.95%) C
11 3 (0.95%) Perl
12 2 (0.63%) Data Analysis Expressions (DAX)
12 2 (0.63%) VBA
13 1 (0.32%) COBOL
Qualifications
1 21 (6.67%) Degree
2 14 (4.44%) SC Cleared
2 14 (4.44%) Security Cleared
3 10 (3.17%) ISEB
4 5 (1.59%) DV Cleared
5 4 (1.27%) Computer Science Degree
6 3 (0.95%) PhD
7 1 (0.32%) Master's Degree
7 1 (0.32%) TOGAF Certification
Quality Assurance & Compliance
1 27 (8.57%) Data Quality
2 3 (0.95%) GDPR
3 2 (0.63%) QA
4 1 (0.32%) PCI DSS
System Software
1 25 (7.94%) Docker
2 4 (1.27%) HDFS
2 4 (1.27%) Virtual Machines
3 3 (0.95%) Active Directory
Systems Management
1 31 (9.84%) Terraform
2 14 (4.44%) Kubernetes
3 13 (4.13%) Ansible
4 4 (1.27%) Opscode Chef
5 3 (0.95%) Oozie
6 2 (0.63%) Kibana
7 1 (0.32%) Istio
7 1 (0.32%) Kubeflow
7 1 (0.32%) Puppet
7 1 (0.32%) Single Sign-On
Vendors
1 104 (33.02%) Microsoft
2 27 (8.57%) BiZZdesign
3 16 (5.08%) SAP
4 13 (4.13%) MuleSoft
5 10 (3.17%) IBM
6 8 (2.54%) Salesforce.com
7 6 (1.90%) Google
7 6 (1.90%) Splunk
8 5 (1.59%) Alteryx
9 4 (1.27%) Oracle
10 3 (0.95%) Adobe
10 3 (0.95%) GoldenSource
10 3 (0.95%) Micro Focus
10 3 (0.95%) RedGate
11 2 (0.63%) Cadence
11 2 (0.63%) StreamSets
11 2 (0.63%) Talend
12 1 (0.32%) Dataiku
12 1 (0.32%) New Relic
12 1 (0.32%) Workday