The table below looks at the statistics for SQLAlchemy skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited SQLAlchemy over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 613 641 -
Rank change year-on-year
+28 -
Contract jobs citing SQLAlchemy 8 3 0
As % of all contract IT jobs located in the UK 0.016% 0.005% -
As % of the Libraries, Frameworks & Software Standards category 0.052% 0.019% -
Number of daily rates quoted 2 1 0
Median daily rate £430 £513 -
Median daily rate % change year-on-year
-16.09% -
UK excluding London median daily rate - - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in contract jobs advertised across the UK.

Libraries, Frameworks & Software Standards Category
UK
Contract IT job ads with a match in the
Libraries, Frameworks & Software Standards category
15351 15820 15304
As % of all contract IT jobs located in the UK 30.85% 28.65% 27.10%
Number of daily rates quoted 10606 11015 10459
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £308 £300 £275
10% offered a daily rate of more than £563 £550 £550
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 148 259 172
Median hourly rate £40.00 £37.50 £35.00
Median hourly rate % change year-on-year
+6.66% +7.14%
90% offered a hourly rate of more than £16.44 £17.69 £17.50
10% offered a hourly rate of more than £50.00 £47.50 £50.00
UK excluding London median hourly rate £40.00 £37.50 £35.00
% change year-on-year
+6.66% +7.14%

SQLAlchemy
Jobs Demand Trend

The demand trend of contract jobs citing SQLAlchemy as a proportion of all IT contracts with a match in the Libraries, Frameworks & Software Standards category.

SQLAlchemy Jobs Demand Trend in the UK

SQLAlchemy
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing SQLAlchemy within the UK.

SQLAlchemy Daily Rate Trend in the UK

SQLAlchemy
Top 9 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SQLAlchemy within the UK over the 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +28 8 £430 -16.09% 5
London -2 3 £430 -16.09% 5
East of England - 3 - -
Cambridge - 3 - -
Cambridgeshire - 3 - -
Northampton - 2 - -
Northamptonshire - 2 - -
East Midlands - 2 - -
City of London - 1 £410 - 2

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 8 December 2016, IT contractor jobs citing SQLAlchemy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for SQLAlchemy.

1 20 (100.00%) Python
2 18 (90.00%) Flask
3 12 (60.00%) Amazon AWS
4 10 (50.00%) PostgreSQL
5 9 (45.00%) SQL
6 8 (40.00%) Agile Software Development
6 8 (40.00%) Pair Programming
7 7 (35.00%) Continuous Integration
7 7 (35.00%) SQL Server
7 7 (35.00%) AWS CloudFormation
8 6 (30.00%) Linux
8 6 (30.00%) Django
9 5 (25.00%) JSON
9 5 (25.00%) MongoDB
9 5 (25.00%) REST
9 5 (25.00%) CSS
9 5 (25.00%) Web Services
10 4 (20.00%) .NET
10 4 (20.00%) HTML
10 4 (20.00%) JavaScript
10 4 (20.00%) Web Development
10 4 (20.00%) Git (software)
11 3 (15.00%) Disclosure Scotland
11 3 (15.00%) Data Protection
12 2 (10.00%) Microsoft
12 2 (10.00%) C
12 2 (10.00%) DHTML
12 2 (10.00%) Security Cleared
12 2 (10.00%) Scrum
12 2 (10.00%) Mobile App

SQLAlchemy
Top Related IT Skills 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 1 (5.00%) Apache Solr
1 1 (5.00%) Elasticsearch
1 1 (5.00%) SAS
Cloud Services
1 12 (60.00%) Amazon AWS
2 7 (35.00%) AWS CloudFormation
3 2 (10.00%) GitHub
Database & Business Intelligence
1 10 (50.00%) PostgreSQL
2 7 (35.00%) SQL Server
3 5 (25.00%) MongoDB
4 1 (5.00%) Amazon DynamoDB
4 1 (5.00%) MySQL
4 1 (5.00%) Redis
Development Applications
1 4 (20.00%) Git (software)
2 1 (5.00%) Jenkins
General
1 1 (5.00%) Finance
Job Titles
1 20 (100.00%) Developer
2 18 (90.00%) Python Developer
3 5 (25.00%) AWS Developer
3 5 (25.00%) Cloud Developer
4 3 (15.00%) Full Stack Developer
4 3 (15.00%) Senior Developer
5 2 (10.00%) Applications Developer
5 2 (10.00%) Senior Python Developer
5 2 (10.00%) SQL Developer
5 2 (10.00%) Web Applications Developer
6 1 (5.00%) Database Developer
6 1 (5.00%) Django Developer
6 1 (5.00%) Front End Developer (Client-Side Developer)
6 1 (5.00%) PostgreSQL Developer
6 1 (5.00%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 18 (90.00%) Flask
2 6 (30.00%) Django
3 5 (25.00%) CSS
3 5 (25.00%) JSON
3 5 (25.00%) REST
3 5 (25.00%) Web Services
4 4 (20.00%) .NET
4 4 (20.00%) HTML
5 2 (10.00%) DHTML
6 1 (5.00%) AngularJS
6 1 (5.00%) Node.js
6 1 (5.00%) Pyramid
6 1 (5.00%) RabbitMQ
Miscellaneous
1 2 (10.00%) Mobile App
2 1 (5.00%) Analytical Skills
2 1 (5.00%) NHS
Operating Systems
1 6 (30.00%) Linux
Processes & Methodologies
1 8 (40.00%) Agile Software Development
1 8 (40.00%) Pair Programming
2 7 (35.00%) Continuous Integration
3 4 (20.00%) Web Development
4 3 (15.00%) Data Protection
5 2 (10.00%) Scrum
6 1 (5.00%) Asset Management
6 1 (5.00%) BDD
6 1 (5.00%) Business Intelligence
6 1 (5.00%) Continuous Deployment
6 1 (5.00%) CRUD
6 1 (5.00%) DevOps
6 1 (5.00%) Front End Development
6 1 (5.00%) Open Source
6 1 (5.00%) TDD
6 1 (5.00%) Test Automation
6 1 (5.00%) Translating Business Requirements
Programming Languages
1 20 (100.00%) Python
2 9 (45.00%) SQL
3 4 (20.00%) JavaScript
4 2 (10.00%) C
Qualifications
1 2 (10.00%) Security Cleared
2 1 (5.00%) BPSS Clearance
2 1 (5.00%) Degree
Quality Assurance & Compliance
1 3 (15.00%) Disclosure Scotland
System Software
1 1 (5.00%) Docker
Systems Management
1 1 (5.00%) Ansible
Vendors
1 2 (10.00%) Microsoft
2 1 (5.00%) Google