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 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 637 669 644
Rank change year-on-year
+32 -25
Contract jobs citing SQLAlchemy 12 1 2
As % of all contract IT jobs located in the UK 0.023% 0.002% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.074% 0.006% 0.013%
Number of daily rates quoted 12 1 0
Median daily rate £425 £350 -
Median daily rate % change year-on-year
+21.42% -
UK excluding London median daily rate - £350 -
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
16252 16367 15677
As % of all contract IT jobs located in the UK 30.72% 28.23% 27.10%
Number of daily rates quoted 11254 11273 10177
Median daily rate £415 £400 £375
Median daily rate % change year-on-year
+3.75% +6.66%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £550 £550 £530
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 196 306 180
Median hourly rate £41.00 £37.45 £35.00
Median hourly rate % change year-on-year
+9.47% +7.00%
90% offered a hourly rate of more than £19.72 £17.33 £17.50
10% offered a hourly rate of more than £50.00 £45.00 £71.00
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
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing SQLAlchemy within the UK over the 3 months to 25 September 2016.

SQLAlchemy Daily Rate Histogram in the UK

SQLAlchemy
Top 3 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 25 September 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 +36 12 £425 +21.42% 2
London - 12 £425 - 2
City of London - 4 £415 -

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 25 September 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 22 (100.00%) Python
2 20 (90.91%) Flask
3 17 (77.27%) PostgreSQL
4 16 (72.73%) Agile Software Development
4 16 (72.73%) Pair Programming
5 15 (68.18%) Continuous Integration
5 15 (68.18%) Amazon AWS
6 14 (63.64%) AWS CloudFormation
7 9 (40.91%) DevOps
7 9 (40.91%) Linux
7 9 (40.91%) TDD
8 8 (36.36%) HTTP
8 8 (36.36%) Unix
8 8 (36.36%) Continuous Delivery
8 8 (36.36%) Mac OS
8 8 (36.36%) Amazon EC2
8 8 (36.36%) Amazon RDS
9 6 (27.27%) Security Cleared
10 4 (18.18%) BPSS Clearance
10 4 (18.18%) Web Development
10 4 (18.18%) CSS
11 3 (13.64%) HTML
11 3 (13.64%) JavaScript
11 3 (13.64%) SQL
11 3 (13.64%) Data Protection
11 3 (13.64%) Disclosure Scotland
11 3 (13.64%) Git (software)
12 2 (9.09%) GitHub
12 2 (9.09%) Mobile App
12 2 (9.09%) QA

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 (4.55%) Apache Solr
1 1 (4.55%) Elasticsearch
Cloud Services
1 15 (68.18%) Amazon AWS
2 14 (63.64%) AWS CloudFormation
3 8 (36.36%) Amazon EC2
4 2 (9.09%) GitHub
Communications & Networking
1 8 (36.36%) HTTP
Database & Business Intelligence
1 17 (77.27%) PostgreSQL
2 8 (36.36%) Amazon RDS
3 2 (9.09%) SQL Server
4 1 (4.55%) Redis
Development Applications
1 3 (13.64%) Git (software)
2 1 (4.55%) Jenkins
General
1 1 (4.55%) Finance
Job Titles
1 22 (100.00%) Developer
2 20 (90.91%) Python Developer
3 7 (31.82%) Senior Developer
4 6 (27.27%) Senior Python Developer
5 3 (13.64%) Full Stack Developer
6 2 (9.09%) Applications Developer
6 2 (9.09%) SQL Developer
6 2 (9.09%) Web Applications Developer
7 1 (4.55%) Agile Developer
7 1 (4.55%) AWS Developer
7 1 (4.55%) Database Developer
7 1 (4.55%) Front End Developer (Client-Side Developer)
7 1 (4.55%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 20 (90.91%) Flask
2 4 (18.18%) CSS
3 3 (13.64%) HTML
4 2 (9.09%) DHTML
5 1 (4.55%) JSON
5 1 (4.55%) RabbitMQ
5 1 (4.55%) REST
Miscellaneous
1 2 (9.09%) Mobile App
2 1 (4.55%) Analytical Skills
2 1 (4.55%) NHS
2 1 (4.55%) User Experience
Operating Systems
1 9 (40.91%) Linux
2 8 (36.36%) Mac OS
2 8 (36.36%) Unix
Processes & Methodologies
1 16 (72.73%) Agile Software Development
1 16 (72.73%) Pair Programming
2 15 (68.18%) Continuous Integration
3 9 (40.91%) DevOps
3 9 (40.91%) TDD
4 8 (36.36%) Continuous Delivery
5 4 (18.18%) Web Development
6 3 (13.64%) Data Protection
7 2 (9.09%) Scrum
8 1 (4.55%) Asset Management
8 1 (4.55%) BDD
8 1 (4.55%) Business Intelligence
8 1 (4.55%) Continuous Deployment
8 1 (4.55%) Continuous Improvement
8 1 (4.55%) CRUD
8 1 (4.55%) Front End Development
8 1 (4.55%) Open Source
8 1 (4.55%) Test Automation
8 1 (4.55%) Translating Business Requirements
Programming Languages
1 22 (100.00%) Python
2 3 (13.64%) JavaScript
2 3 (13.64%) SQL
3 2 (9.09%) C
Qualifications
1 6 (27.27%) Security Cleared
2 4 (18.18%) BPSS Clearance
3 1 (4.55%) Degree
Quality Assurance & Compliance
1 3 (13.64%) Disclosure Scotland
2 2 (9.09%) QA
Systems Management
1 1 (4.55%) Ansible
Vendors
1 2 (9.09%) Microsoft