The table below looks at the statistics for SQLAlchemy skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited SQLAlchemy over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
SQLAlchemy
UK
Rank 822 884 939
Rank change year-on-year
+62 +55
Permanent jobs citing SQLAlchemy 22 45 12
As % of all permanent IT jobs located in the UK 0.027% 0.045% 0.011%
As % of the Libraries, Frameworks & Software Standards category 0.067% 0.12% 0.031%
Number of salaries quoted 21 44 12
Median salary £65,000 £52,500 £45,000
Median salary % change year-on-year
+23.80% +16.66%
90% offered a salary of more than £47,500 £47,500 £34,000
10% offered a salary of more than £95,000 £60,000 £55,000
UK excluding London median salary £40,000 - £35,000

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

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
32787 37998 39195
As % of all permanent IT jobs located in the UK 39.51% 38.06% 37.34%
Number of salaries quoted 28313 32723 33794
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,000 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

SQLAlchemy
Jobs Demand Trend

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

SQLAlchemy Jobs Demand Trend in the UK

SQLAlchemy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SQLAlchemy within the UK.

SQLAlchemy Salary Trend in the UK

SQLAlchemy
Salary Histogram

This chart provides a salary histogram for IT jobs citing SQLAlchemy over the 3 months to 21 January 2017 within the UK.

SQLAlchemy Salary Histogram in the UK

SQLAlchemy
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the UK over the 3 months to 21 January 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +65 22 £65,000 +23.80% 4
London +38 20 £70,000 +33.33% 3
City of London +31 3 £70,000 +33.33%
Tyne and Wear - 2 £40,000 -
North East - 2 £40,000 -
Newcastle upon Tyne - 2 £40,000 -

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 21 January 2017, IT jobs citing SQLAlchemy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for SQLAlchemy.

1 46 (100.00%) Python
2 32 (69.57%) Flask
3 29 (63.04%) PostgreSQL
4 26 (56.52%) Django
5 23 (50.00%) Git (software)
6 20 (43.48%) Agile Software Development
7 18 (39.13%) JavaScript
7 18 (39.13%) SQL
8 17 (36.96%) REST
9 16 (34.78%) MySQL
10 15 (32.61%) Linux
10 15 (32.61%) OO
10 15 (32.61%) Degree
11 14 (30.43%) Go
11 14 (30.43%) Amazon AWS
12 12 (26.09%) Elasticsearch
12 12 (26.09%) Redis
12 12 (26.09%) OOP
12 12 (26.09%) DevOps
12 12 (26.09%) Ansible
13 11 (23.91%) Celery
13 11 (23.91%) Unit Testing
14 10 (21.74%) Relational Database
14 10 (21.74%) JIRA
14 10 (21.74%) TDD
15 9 (19.57%) Banking
15 9 (19.57%) Finance
15 9 (19.57%) PHP
15 9 (19.57%) SOA
15 9 (19.57%) RabbitMQ

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 12 (26.09%) Elasticsearch
2 2 (4.35%) Apache Pig
2 2 (4.35%) nginx
3 1 (2.17%) Jupyter
Cloud Services
1 14 (30.43%) Amazon AWS
2 5 (10.87%) Amazon EC2
2 5 (10.87%) Amazon S3
2 5 (10.87%) Amazon SQS
2 5 (10.87%) Google Cloud Platform
3 3 (6.52%) GitHub
3 3 (6.52%) Google App Engine
4 2 (4.35%) Cloud Computing
Communications & Networking
1 4 (8.70%) HTTP
Database & Business Intelligence
1 29 (63.04%) PostgreSQL
2 16 (34.78%) MySQL
3 12 (26.09%) Redis
4 10 (21.74%) Relational Database
5 8 (17.39%) Amazon DynamoDB
5 8 (17.39%) NoSQL
6 6 (13.04%) Amazon RDS
7 3 (6.52%) Big Data
8 2 (4.35%) Apache Cassandra
8 2 (4.35%) Apache Hive
8 2 (4.35%) Data Warehouse
8 2 (4.35%) Hadoop
8 2 (4.35%) Impala
8 2 (4.35%) MongoDB
8 2 (4.35%) SQL Server
8 2 (4.35%) SQL Server Integration Services
9 1 (2.17%) Oracle Database
9 1 (2.17%) RDBMS
Development Applications
1 23 (50.00%) Git (software)
2 10 (21.74%) JIRA
3 5 (10.87%) Subversion
4 4 (8.70%) Jenkins
5 3 (6.52%) Team Foundation Server
6 1 (2.17%) Mercurial
6 1 (2.17%) Vagrant
General
1 9 (19.57%) Banking
1 9 (19.57%) Finance
2 4 (8.70%) Automotive
3 3 (6.52%) Financial Institution
4 2 (4.35%) Games
4 2 (4.35%) Marketing
5 1 (2.17%) Advertising
5 1 (2.17%) Retail
Job Titles
1 38 (82.61%) Developer
2 35 (76.09%) Python Developer
3 9 (19.57%) Full Stack Developer
4 6 (13.04%) Django Developer
4 6 (13.04%) Python/Django Developer
4 6 (13.04%) SQL Developer
5 5 (10.87%) JavaScript Developer
6 3 (6.52%) Senior Developer
7 2 (4.35%) Cloud Developer
7 2 (4.35%) Games Developer
7 2 (4.35%) Junior
7 2 (4.35%) Junior Developer
7 2 (4.35%) Junior Python Developer
7 2 (4.35%) Lead Developer
7 2 (4.35%) Machine Learning Developer
7 2 (4.35%) Senior Python Developer
7 2 (4.35%) Senior SQL Developer
8 1 (2.17%) Linux Developer
8 1 (2.17%) PostgreSQL Developer
8 1 (2.17%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 32 (69.57%) Flask
2 26 (56.52%) Django
3 17 (36.96%) REST
4 11 (23.91%) Celery
5 9 (19.57%) RabbitMQ
6 8 (17.39%) AngularJS
6 8 (17.39%) HTML
6 8 (17.39%) HTML5
7 7 (15.22%) CSS
7 7 (15.22%) NumPy
8 6 (13.04%) Pandas
8 6 (13.04%) Pyramid
9 5 (10.87%) jQuery
9 5 (10.87%) React
10 4 (8.70%) JSON
11 3 (6.52%) CSS3
11 3 (6.52%) Pylons
11 3 (6.52%) RESTful
11 3 (6.52%) SciPy
11 3 (6.52%) Web Services
Miscellaneous
1 9 (19.57%) Computer Science
2 7 (15.22%) Fintech
3 6 (13.04%) Mobile Banking
4 5 (10.87%) Algorithms
4 5 (10.87%) Mathematics
4 5 (10.87%) Mobile App
4 5 (10.87%) Physics
5 3 (6.52%) Data Structures
5 3 (6.52%) Virtual Team
6 2 (4.35%) Analytical Skills
6 2 (4.35%) NHS
7 1 (2.17%) Clustering
7 1 (2.17%) Social Media
Operating Systems
1 15 (32.61%) Linux
2 1 (2.17%) CoreOS
2 1 (2.17%) Ubuntu
2 1 (2.17%) Unix
Processes & Methodologies
1 20 (43.48%) Agile Software Development
2 15 (32.61%) OO
3 12 (26.09%) DevOps
3 12 (26.09%) OOP
4 11 (23.91%) Unit Testing
5 10 (21.74%) TDD
6 9 (19.57%) Continuous Integration
6 9 (19.57%) SOA
7 7 (15.22%) Scrum
7 7 (15.22%) Software Engineering
8 6 (13.04%) Fraud Detection
8 6 (13.04%) Machine Learning
8 6 (13.04%) Web Development
9 5 (10.87%) Microservices
10 3 (6.52%) Continuous Delivery
10 3 (6.52%) Data Modelling
10 3 (6.52%) MVC
10 3 (6.52%) SDLC
10 3 (6.52%) Software Architecture
11 2 (4.35%) OOD
Programming Languages
1 46 (100.00%) Python
2 18 (39.13%) JavaScript
2 18 (39.13%) SQL
3 14 (30.43%) Go
4 9 (19.57%) PHP
5 5 (10.87%) Ruby
6 3 (6.52%) C++
7 2 (4.35%) C
7 2 (4.35%) Cython
8 1 (2.17%) Perl
Qualifications
1 15 (32.61%) Degree
Quality Assurance & Compliance
1 2 (4.35%) QA
System Software
1 9 (19.57%) Varnish
2 7 (15.22%) Docker
Systems Management
1 12 (26.09%) Ansible
2 6 (13.04%) Opscode Chef
2 6 (13.04%) Puppet
3 2 (4.35%) Hadoop YARN
Vendors
1 6 (13.04%) Google
2 1 (2.17%) Oracle
2 1 (2.17%) Red Hat
2 1 (2.17%) SaltStack
North West London
Client Server
Salary: £60k to £70k + benefits
Posted: 2 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 10 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 17 days ago