Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 6 December 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Presto skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Presto over the 6 months to 6 December 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.

Facebook Presto
UK > England
6 months to
6 Dec 2019		 Same period 2018 Same period 2017
Rank 708 831 844
Rank change year-on-year +123 +13 +10
Contract jobs citing Presto 41 45 31
As % of all contract IT jobs advertised in England 0.055% 0.047% 0.032%
As % of the Database & Business Intelligence category 0.26% 0.21% 0.15%
Number of daily rates quoted 39 32 30
England median daily rate £575 £633 £600
Median daily rate % change year-on-year -9.09% +5.42% +9.09%
10th Percentile £471 £429 £310
90th Percentile £813 £824 £725
UK median daily rate £575 £633 £600
% change year-on-year -9.09% +5.42% +9.09%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

Presto is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 15,991 21,726 21,089
As % of all contract IT jobs advertised in England 21.51% 22.65% 22.05%
Number of daily rates quoted 10,894 15,305 14,641
England median daily rate £475 £475 £463
Median daily rate % change year-on-year - +2.70% +8.82%
10th Percentile £325 £319 £313
90th Percentile £663 £650 £638
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 233 230 258
England median hourly rate £32.50 £35.00 £31.23
Median hourly rate % change year-on-year -7.14% +12.07% +13.56%
10th Percentile £13.80 £14.00 £14.45
90th Percentile £71.85 £57.50 £55.95
UK median hourly rate £32.50 £32.50 £30.50
% change year-on-year - +6.56% +8.93%

Presto
Job Vacancy Trend in England

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

Job vacancy trend for Presto in England

Presto
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Presto in England

Presto
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Presto in England over the 6 months to 6 December 2019.

Contractor daily rate histogram for Presto in England

Presto
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 Presto within the England region over the 6 months to 6 December 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 +86 38 £575 -9.09% 11
South East - 2 £363 - 1
North West - 1 £575 -
North of England - 1 £575 -
Presto
UK

For the 6 months to 6 December 2019, IT contractor jobs citing Presto 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 Presto.

1 37 (90.24%) Python
2 35 (85.37%) Apache Spark
3 31 (75.61%) Hadoop
4 30 (73.17%) Java
5 27 (65.85%) AWS
6 25 (60.98%) ETL
7 23 (56.10%) AWS Lambda
7 23 (56.10%) Serverless
8 22 (53.66%) Amazon Redshift
9 21 (51.22%) Analytics
9 21 (51.22%) SQL
10 19 (46.34%) Apache Hive
10 19 (46.34%) Big Data
11 18 (43.90%) Amazon S3
11 18 (43.90%) Linux
12 17 (41.46%) Agile Software Development
12 17 (41.46%) Kafka
12 17 (41.46%) Git (software)
12 17 (41.46%) Jenkins
13 16 (39.02%) Amazon Athena
14 14 (34.15%) Amazon Aurora
15 13 (31.71%) Amazon SQS
15 13 (31.71%) Data Warehouse
16 12 (29.27%) Data Modelling
16 12 (29.27%) NoSQL
16 12 (29.27%) AWS Step Functions
17 11 (26.83%) GCP
17 11 (26.83%) HBase
17 11 (26.83%) Software Engineering
17 11 (26.83%) Finance

Presto
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 35 (85.37%) Apache Spark
2 10 (24.39%) Elasticsearch
3 8 (19.51%) Apache
4 5 (12.20%) Apache Airflow
5 2 (4.88%) Confluence
5 2 (4.88%) Jupyter
Applications
1 2 (4.88%) Microsoft Excel
Business Applications
1 9 (21.95%) FINCAD Analytics
Cloud Services
1 27 (65.85%) AWS
2 23 (56.10%) AWS Lambda
2 23 (56.10%) Serverless
3 18 (43.90%) Amazon S3
4 13 (31.71%) Amazon SQS
5 12 (29.27%) AWS Step Functions
6 11 (26.83%) GCP
7 10 (24.39%) Amazon Kinesis
8 8 (19.51%) Amazon EMR
8 8 (19.51%) GitHub
9 6 (14.63%) Amazon EC2
9 6 (14.63%) AWS CloudFormation
10 4 (9.76%) Virtual Private Cloud
11 3 (7.32%) Azure
11 3 (7.32%) Cloud Computing
12 2 (4.88%) Amazon CloudWatch
12 2 (4.88%) AWS CloudTrail
Communications & Networking
1 1 (2.44%) Broadband
1 1 (2.44%) Firewall
1 1 (2.44%) Internet
Database & Business Intelligence
1 31 (75.61%) Hadoop
2 22 (53.66%) Amazon Redshift
3 19 (46.34%) Apache Hive
3 19 (46.34%) Big Data
4 16 (39.02%) Amazon Athena
5 14 (34.15%) Amazon Aurora
6 13 (31.71%) Data Warehouse
7 12 (29.27%) NoSQL
8 11 (26.83%) HBase
9 10 (24.39%) Amazon RDS
10 9 (21.95%) KDB
10 9 (21.95%) MongoDB
11 7 (17.07%) Data Lake
11 7 (17.07%) Spark SQL
11 7 (17.07%) Sqoop
12 6 (14.63%) Snowflake Schema
13 5 (12.20%) Parquet
13 5 (12.20%) PostgreSQL
14 4 (9.76%) BigQuery
14 4 (9.76%) Relational Database
Development Applications
1 17 (41.46%) Git (software)
1 17 (41.46%) Jenkins
2 9 (21.95%) Maven
3 8 (19.51%) JIRA
4 2 (4.88%) Atlassian Bamboo
5 1 (2.44%) GitLab
5 1 (2.44%) Sonatype Nexus
General
1 11 (26.83%) Finance
2 10 (24.39%) Front Office
3 5 (12.20%) Publishing
4 4 (9.76%) Retail
5 3 (7.32%) Banking
6 2 (4.88%) Games
6 2 (4.88%) Marketing
7 1 (2.44%) Advertising
7 1 (2.44%) Investment Banking
7 1 (2.44%) Legal
Job Titles
1 24 (58.54%) Data Engineer
2 8 (19.51%) Senior Software Engineer
2 8 (19.51%) Software Engineer
3 7 (17.07%) Developer
4 6 (14.63%) Data Analytics Engineer
5 4 (9.76%) Python Engineer
5 4 (9.76%) Senior Data Engineer
5 4 (9.76%) Senior Developer
6 3 (7.32%) Architect
6 3 (7.32%) AWS Engineer
6 3 (7.32%) Backend Developer
6 3 (7.32%) Big Data Engineer
6 3 (7.32%) Data Architect
6 3 (7.32%) Java Engineer
6 3 (7.32%) Senior Backend Developer
7 2 (4.88%) Analyst
7 2 (4.88%) Big Data Architect
7 2 (4.88%) Data Analyst
7 2 (4.88%) Hadoop Engineer
8 1 (2.44%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 17 (41.46%) Kafka
2 10 (24.39%) Apache NiFi
3 9 (21.95%) AngularJS
3 9 (21.95%) Backbone.js
3 9 (21.95%) Esper
3 9 (21.95%) NumPy
3 9 (21.95%) Pyramid
3 9 (21.95%) React
3 9 (21.95%) SciPy
3 9 (21.95%) Web Services
4 7 (17.07%) RESTful
4 7 (17.07%) Spark Streaming
5 4 (9.76%) Node.js
5 4 (9.76%) Pandas
5 4 (9.76%) React Native
6 3 (7.32%) .NET
6 3 (7.32%) Elastic Stack
7 2 (4.88%) JSON
7 2 (4.88%) PySpark
7 2 (4.88%) XML
Miscellaneous
1 10 (24.39%) Fixed Income
2 9 (21.95%) Algorithms
2 9 (21.95%) Derivative
2 9 (21.95%) Hedge funds
3 5 (12.20%) Analytical Skills
3 5 (12.20%) Data Structures
4 4 (9.76%) Cloud Native
5 3 (7.32%) Blog
5 3 (7.32%) Pricing Data
5 3 (7.32%) Private Cloud
6 1 (2.44%) Enterprise Software
6 1 (2.44%) Greenfield Project
6 1 (2.44%) Mobile App
6 1 (2.44%) Self-Motivation
6 1 (2.44%) Social Media
6 1 (2.44%) User Experience
Operating Systems
1 18 (43.90%) Linux
2 8 (19.51%) Unix
3 1 (2.44%) VMS
3 1 (2.44%) Windows
Processes & Methodologies
1 25 (60.98%) ETL
2 21 (51.22%) Analytics
3 17 (41.46%) Agile Software Development
4 12 (29.27%) Data Modelling
5 11 (26.83%) Software Engineering
6 10 (24.39%) Business Intelligence
6 10 (24.39%) Computer Science
6 10 (24.39%) Data Engineering
7 9 (21.95%) DevOps
7 9 (21.95%) Mathematics
7 9 (21.95%) Statistics
7 9 (21.95%) Time Series Analysis
8 8 (19.51%) Open Source
9 7 (17.07%) Data Science
10 6 (14.63%) Data Ingestion
10 6 (14.63%) Deployment Automation
10 6 (14.63%) Kanban
10 6 (14.63%) MapReduce
10 6 (14.63%) Problem-Solving
10 6 (14.63%) Quantitative Analysis
Programming Languages
1 37 (90.24%) Python
2 30 (73.17%) Java
3 21 (51.22%) SQL
4 10 (24.39%) Scala
5 8 (19.51%) C
5 8 (19.51%) C#
5 8 (19.51%) C++
6 5 (12.20%) PHP
7 1 (2.44%) Go
7 1 (2.44%) JavaScript
7 1 (2.44%) PHP 7
Qualifications
1 10 (24.39%) Degree
2 6 (14.63%) Numerate Degree
3 1 (2.44%) Computer Science Degree
3 1 (2.44%) Master's Degree
System Software
1 10 (24.39%) Docker
2 3 (7.32%) HDFS
Systems Management
1 9 (21.95%) Hadoop YARN
2 7 (17.07%) Kubernetes
3 6 (14.63%) Ansible
4 3 (7.32%) Terraform
5 2 (4.88%) Oozie
6 1 (2.44%) Istio
6 1 (2.44%) Kibana
6 1 (2.44%) logstash
Vendors
1 10 (24.39%) Oracle
2 9 (21.95%) Bloomberg
3 6 (14.63%) Google
4 5 (12.20%) Teradata
5 4 (9.76%) Microsoft
5 4 (9.76%) Tableau
6 1 (2.44%) Solace
6 1 (2.44%) Talend