Period
to 15 November 2019

The table below provides summary statistics for contract job vacancies advertised in England 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 15 November 2019 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
UK > England
6 months to
15 Nov 2019
Same period 2018 Same period 2017
Rank 441 810 855
Rank change year-on-year +369 +45 +32
Contract jobs citing Databricks 339 42 1
As % of all contract IT jobs advertised in England 0.44% 0.044% 0.001%
As % of the Vendors category 1.02% 0.10% 0.002%
Number of daily rates quoted 213 17 0
England median daily rate £550 £525 -
Median daily rate % change year-on-year +4.76% - -
UK median daily rate £550 £525 -
% change year-on-year +4.76% - -
Number of hourly rates quoted 6 0 0
England median hourly rate £72.50 - -
UK median hourly rate £72.50 - -

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 England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 33,262 40,282 40,705
As % of all contract IT jobs advertised in England 43.39% 42.29% 42.97%
Number of daily rates quoted 21,078 25,330 25,490
England median daily rate £450 £450 £442
Median daily rate % change year-on-year - +1.75% +4.06%
10th Percentile £243 £250 £250
90th Percentile £638 £625 £625
UK median daily rate £450 £450 £430
% change year-on-year - +4.65% +2.99%
Number of hourly rates quoted 1,291 1,517 1,362
England median hourly rate £19.00 £17.50 £17.38
Median hourly rate % change year-on-year +8.57% +0.72% +5.30%
10th Percentile £11.17 £11.00 £10.59
90th Percentile £53.00 £47.00 £45.41
UK median hourly rate £19.50 £17.50 £17.50
% change year-on-year +11.43% - +6.06%

Databricks
Job Vacancy Trend in England

Job postings citing Databricks as a percentage of all IT jobs advertised in England.

Job vacancy trend for Databricks in England

Databricks
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Databricks in England.

Contractor daily rate trend for Databricks in England

Databricks
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Databricks in England over the 6 months to 15 November 2019.

Contractor daily rate histogram for Databricks in England

Databricks
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Databricks in England.

Contractor hourly rate trend for Databricks in England

Databricks
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Databricks in England over the 6 months to 15 November 2019.

Contractor hourly rate histogram for Databricks in England

Databricks
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Databricks within the England region over the 6 months to 15 November 2019. 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
London +250 200 £550 -4.35% 36
South East +103 65 £490 -2.00% 23
Midlands - 25 £588 - 10
North of England +51 24 £583 +57.97% 7
West Midlands - 23 £575 -
South West - 18 £488 - 4
North West +38 13 £488 +21.88% 5
Yorkshire +35 9 £700 +107.41% 2
East of England +45 7 £450 -5.26% 2
East Midlands - 2 £625 - 10
North East - 2 - -
Databricks
UK

For the 6 months to 15 November 2019, 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 England region with a requirement for Databricks.

1 315 (92.92%) Azure
2 166 (48.97%) Data Warehouse
2 166 (48.97%) Azure Data Factory
3 155 (45.72%) Python
4 151 (44.54%) SQL
5 150 (44.25%) Microsoft
6 141 (41.59%) Data Lake
7 134 (39.53%) Business Intelligence
8 112 (33.04%) Agile Software Development
9 111 (32.74%) DevOps
10 103 (30.38%) Power BI
10 103 (30.38%) Power Platform
11 99 (29.20%) Apache Spark
12 96 (28.32%) Big Data
13 90 (26.55%) Azure SQL Database
14 88 (25.96%) Analytics
15 76 (22.42%) SQL Server
16 73 (21.53%) ETL
17 71 (20.94%) C#
18 68 (20.06%) Azure SQL Data Warehouse
19 63 (18.58%) SQL Server Analysis Services
20 62 (18.29%) SQL Server Integration Services
21 60 (17.70%) PySpark
22 59 (17.40%) Data Engineering
23 57 (16.81%) Data Science
24 55 (16.22%) Data Modelling
25 54 (15.93%) Serverless
26 51 (15.04%) Data Integration
26 51 (15.04%) PowerShell
27 50 (14.75%) Machine Learning

Databricks
Co-occurring IT Skills in England 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 99 (29.20%) Apache Spark
2 34 (10.03%) Apache
3 10 (2.95%) Pachyderm
4 4 (1.18%) SharePoint
5 3 (0.88%) Apache Pig
6 1 (0.29%) Apache Airflow
6 1 (0.29%) Confluence
6 1 (0.29%) Jupyter
Applications
1 4 (1.18%) Microsoft Excel
Business Applications
1 6 (1.77%) SAP Oil and Gas
2 5 (1.47%) Dynamics CRM
3 1 (0.29%) NetSuite
Cloud Services
1 315 (92.92%) Azure
2 166 (48.97%) Azure Data Factory
3 103 (30.38%) Power Platform
4 54 (15.93%) Serverless
5 45 (13.27%) AWS
6 28 (8.26%) Azure Functions
7 24 (7.08%) PaaS
8 19 (5.60%) IaaS
9 17 (5.01%) Data Lake Analytics
9 17 (5.01%) GCP
9 17 (5.01%) iPaaS
9 17 (5.01%) SaaS
10 14 (4.13%) Amazon EMR
11 13 (3.83%) GitHub
12 11 (3.24%) Azure Machine Learning
13 6 (1.77%) Dynamics 365
14 5 (1.47%) Boomi
15 4 (1.18%) Amazon S3
15 4 (1.18%) Cloud Computing
16 3 (0.88%) AtomSphere
Communications & Networking
1 2 (0.59%) Software-Defined Networking
Database & Business Intelligence
1 166 (48.97%) Data Warehouse
2 141 (41.59%) Data Lake
3 103 (30.38%) Power BI
4 96 (28.32%) Big Data
5 90 (26.55%) Azure SQL Database
6 76 (22.42%) SQL Server
7 68 (20.06%) Azure SQL Data Warehouse
8 63 (18.58%) SQL Server Analysis Services
9 62 (18.29%) SQL Server Integration Services
10 46 (13.57%) Cosmos DB
11 37 (10.91%) Hadoop
12 36 (10.62%) SQL Server Reporting Services
13 27 (7.96%) SQL Server 2014
13 27 (7.96%) SQL Server 2017
14 26 (7.67%) Microsoft Analysis Services
15 21 (6.19%) Data Mart
16 14 (4.13%) Apache Hive
17 13 (3.83%) HDInsight
18 12 (3.54%) Relational Database
18 12 (3.54%) SAP HANA
Development Applications
1 41 (12.09%) Visual Studio Team System
2 34 (10.03%) Git (software)
3 23 (6.78%) Jenkins
4 8 (2.36%) JIRA
5 4 (1.18%) Artifactory
5 4 (1.18%) Pylint
5 4 (1.18%) tSQLt
6 3 (0.88%) Cucumber
6 3 (0.88%) Team Foundation Server
6 3 (0.88%) TeamCity
7 2 (0.59%) ER Studio
7 2 (0.59%) ERwin
7 2 (0.59%) Gatling
7 2 (0.59%) JMeter
7 2 (0.59%) PowerDesigner
7 2 (0.59%) Selenium
7 2 (0.59%) Visual Studio
7 2 (0.59%) WebDriver
8 1 (0.29%) GoCD
General
1 42 (12.39%) Finance
2 21 (6.19%) Public Sector
3 18 (5.31%) Legal
4 8 (2.36%) Retail
5 7 (2.06%) Publishing
6 6 (1.77%) Front Office
7 5 (1.47%) Banking
8 4 (1.18%) Local Government
9 2 (0.59%) Manufacturing
9 2 (0.59%) Marketing
10 1 (0.29%) Advertising
10 1 (0.29%) Back Office
10 1 (0.29%) Corporate Banking
10 1 (0.29%) Games
10 1 (0.29%) Investment Banking
10 1 (0.29%) Pharmaceutical
10 1 (0.29%) Retail Banking
Job Titles
1 99 (29.20%) Data Engineer
2 78 (23.01%) Azure Engineer
3 66 (19.47%) Architect
4 52 (15.34%) Developer
5 45 (13.27%) Azure Architect
6 43 (12.68%) DevOps Engineer
7 38 (11.21%) Data Architect
8 34 (10.03%) Azure Developer
9 32 (9.44%) Azure DevOps
9 32 (9.44%) Azure DevOps Engineer
10 24 (7.08%) Python Engineer
11 17 (5.01%) Business Intelligence Developer
12 16 (4.72%) Integration Architect
13 15 (4.42%) Big Data Engineer
14 14 (4.13%) Senior Data Engineer
15 13 (3.83%) Consultant
15 13 (3.83%) Lead DevOps
16 12 (3.54%) Azure Consultant
17 11 (3.24%) Data Scientist
18 10 (2.95%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 60 (17.70%) PySpark
2 25 (7.37%) .NET
2 25 (7.37%) Web Services
3 22 (6.49%) Kafka
3 22 (6.49%) MDX
4 17 (5.01%) JSON
4 17 (5.01%) REST
4 17 (5.01%) SOAP
5 16 (4.72%) XML
6 14 (4.13%) Pandas
7 9 (2.65%) SparkR
8 8 (2.36%) HTML
8 8 (2.36%) HTML5
8 8 (2.36%) TensorFlow
9 7 (2.06%) .NET Framework
9 7 (2.06%) Apache Avro
9 7 (2.06%) React
10 6 (1.77%) Keras
10 6 (1.77%) scikit-learn
11 4 (1.18%) MLlib
Miscellaneous
1 31 (9.14%) Analytical Skills
2 19 (5.60%) Management Information System
3 11 (3.24%) Greenfield Project
3 11 (3.24%) Private Cloud
4 10 (2.95%) Public Cloud
5 8 (2.36%) Algorithms
6 6 (1.77%) User Experience
7 5 (1.47%) Data Structures
8 3 (0.88%) Life Science
8 3 (0.88%) Smart Meter
9 2 (0.59%) Enterprise Cloud
9 2 (0.59%) FMCG
9 2 (0.59%) NHS
9 2 (0.59%) Self-Motivation
10 1 (0.29%) Enterprise Software
10 1 (0.29%) Hybrid Cloud
10 1 (0.29%) Marketing Technology
10 1 (0.29%) Virtual Team
Operating Systems
1 8 (2.36%) Windows
2 7 (2.06%) Linux
3 4 (1.18%) Red Hat Enterprise Linux
4 2 (0.59%) Unix
Processes & Methodologies
1 134 (39.53%) Business Intelligence
2 112 (33.04%) Agile Software Development
3 111 (32.74%) DevOps
4 88 (25.96%) Analytics
5 73 (21.53%) ETL
6 59 (17.40%) Data Engineering
7 57 (16.81%) Data Science
8 55 (16.22%) Data Modelling
9 51 (15.04%) Data Integration
10 50 (14.75%) Machine Learning
11 48 (14.16%) Scrum
12 42 (12.39%) Test Automation
13 40 (11.80%) Migration
14 39 (11.50%) Visualisation
15 38 (11.21%) Continuous Delivery
16 37 (10.91%) Computer Science
17 32 (9.44%) Kanban
17 32 (9.44%) Master Data Management
18 31 (9.14%) Deployment Automation
18 31 (9.14%) Kimball Methodology
Programming Languages
1 155 (45.72%) Python
2 151 (44.54%) SQL
3 71 (20.94%) C#
4 51 (15.04%) PowerShell
5 45 (13.27%) Scala
6 29 (8.55%) T-SQL
7 24 (7.08%) R
8 15 (4.42%) Data Analysis Expressions (DAX)
9 13 (3.83%) Java
9 13 (3.83%) JavaScript
10 11 (3.24%) U-SQL
11 10 (2.95%) Julia
12 7 (2.06%) Go
13 4 (1.18%) Bash Shell
14 1 (0.29%) C
14 1 (0.29%) PL/SQL
14 1 (0.29%) Ruby
Qualifications
1 29 (8.55%) Degree
2 22 (6.49%) SC Cleared
2 22 (6.49%) Security Cleared
3 10 (2.95%) Master's Degree
4 8 (2.36%) Microsoft Certification
5 6 (1.77%) DBS Check
5 6 (1.77%) PhD
6 4 (1.18%) DV Cleared
7 1 (0.29%) CISSP
7 1 (0.29%) Computer Science Degree
Quality Assurance & Compliance
1 24 (7.08%) Data Quality
2 8 (2.36%) GDPR
3 3 (0.88%) QA
4 1 (0.29%) COBIT
4 1 (0.29%) GLBA
4 1 (0.29%) HIPAA
4 1 (0.29%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 1 (0.29%) NIST
4 1 (0.29%) PCI DSS
System Software
1 41 (12.09%) Docker
2 6 (1.77%) Virtual Machines
3 3 (0.88%) HDFS
4 2 (0.59%) VMware Infrastructure
5 1 (0.29%) Apache Flume
Systems Management
1 30 (8.85%) Kubernetes
2 21 (6.19%) Terraform
3 10 (2.95%) Kubeflow
4 4 (1.18%) Ansible
5 2 (0.59%) Hadoop YARN
6 1 (0.29%) CASB
6 1 (0.29%) IBM Guardium
Vendors
1 150 (44.25%) Microsoft
2 26 (7.67%) Google
3 24 (7.08%) Tableau
4 22 (6.49%) Informatica
5 13 (3.83%) SAP
6 12 (3.54%) Alteryx
6 12 (3.54%) Talend
7 11 (3.24%) Oracle
8 10 (2.95%) StreamSets
9 6 (1.77%) Salesforce.com
10 5 (1.47%) Dell
10 5 (1.47%) Twitter
11 4 (1.18%) Cloudera
11 4 (1.18%) Hortonworks
11 4 (1.18%) MapR
12 3 (0.88%) Splunk
13 2 (0.59%) Cisco
13 2 (0.59%) MuleSoft
13 2 (0.59%) VMware
14 1 (0.29%) Teradata