TensorFlow Job Trends

Google TensorFlow
UK

The table below provides summary statistics and salary benchmarking for jobs requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 31 March 2026, with comparisons to the same periods in the previous two years.

6 months to
31 Mar 2026
Same period 2025 Same period 2024
Rank 536 500 690
Rank change year-on-year -36 +190 +132
Permanent jobs citing TensorFlow 168 122 165
As % of all permanent jobs in the UK 0.21% 0.30% 0.18%
As % of the Libraries, Frameworks & Software Standards category 2.03% 1.39% 0.83%
Number of salaries quoted 60 73 103
10th Percentile £45,000 £45,500 £48,000
25th Percentile £52,500 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -9.68%
75th Percentile £97,188 £100,000 £88,125
90th Percentile £115,000 £121,000 £137,500
UK excluding London median annual salary £60,000 £68,750 £65,000
% change year-on-year -12.73% +5.77% +23.81%

All Software Libraries and Frameworks
UK

TensorFlow falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,272 8,797 19,782
As % of all permanent jobs advertised in the UK 10.47% 21.49% 22.10%
Number of salaries quoted 6,059 6,587 15,468
10th Percentile £36,250 £38,750 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £66,200 £60,000
Median % change year-on-year -1.81% +10.33% -11.11%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £100,000 £111,250 £100,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

TensorFlow
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing TensorFlow relative to all permanent IT jobs advertised.

TensorFlow job vacancy trend in the UK

TensorFlow
Salary Trend

Salary distribution trend for jobs in the UK citing TensorFlow.

Salary distribution trend for jobs in the UK citing TensorFlow

TensorFlow
Salary Histogram

Salary distribution for jobs citing TensorFlow over the 6 months to 31 March 2026.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the UK over the 6 months to 31 March 2026. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -6 154 £75,000 -6.25% 83
London +20 99 £85,000 -10.53% 52
UK excluding London -58 55 £60,000 -12.73% 47
Work from Home -2 48 £60,000 -11.11% 39
East of England -19 23 £42,500 -33.59% 4
North of England -62 10 £65,000 -18.75% 4
North West -19 9 £65,000 -21.33% 3
Midlands -21 8 £55,000 -24.14% 3
South East -29 6 £67,500 -3.57% 20
South West -41 6 £60,000 +33.33% 11
West Midlands - 5 £52,500 - 2
East Midlands -44 3 £70,000 -3.45% 1
Northern Ireland -35 1 - - 1
Scotland -35 1 £100,000 +17.65% 3
Yorkshire -50 1 - - 1

TensorFlow
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 42 (25.00%) Apache Spark
2 41 (24.40%) Apache Airflow
3 16 (9.52%) Appian
Applications
1 4 (2.38%) Chatbot
Business Applications
1 1 (0.60%) NetSuite
1 1 (0.60%) Odoo
Cloud Services
1 94 (55.95%) Azure
2 71 (42.26%) AWS
3 61 (36.31%) GCP
4 35 (20.83%) Snowflake
5 30 (17.86%) Power Platform
6 26 (15.48%) Azure Machine Learning
7 23 (13.69%) Azure Synapse Analytics
7 23 (13.69%) dbt
8 19 (11.31%) Azure AI
9 14 (8.33%) Anthropic Claude
10 12 (7.14%) Azure Data Factory
10 12 (7.14%) Power Automate
11 11 (6.55%) Amazon SageMaker
11 11 (6.55%) Vertex AI
12 9 (5.36%) Dagster
13 8 (4.76%) H2O.ai
13 8 (4.76%) OpenShift
13 8 (4.76%) Prefect
14 7 (4.17%) GitHub
15 6 (3.57%) GitHub Actions
Communications & Networking
1 16 (9.52%) Broadband
2 2 (1.19%) InfiniBand
Database & Business Intelligence
1 37 (22.02%) Tableau
2 36 (21.43%) Data Warehouse
3 33 (19.64%) Amazon Redshift
4 32 (19.05%) BigQuery
4 32 (19.05%) Elasticsearch
4 32 (19.05%) Looker
5 31 (18.45%) Data Lake
6 28 (16.67%) Pinecone
7 24 (14.29%) Power BI
8 23 (13.69%) Snowflake Schema
9 16 (9.52%) Metadata
9 16 (9.52%) Weaviate
10 12 (7.14%) SQL Server
11 9 (5.36%) Apache Iceberg
11 9 (5.36%) Delta Lake
12 8 (4.76%) Big Data
13 7 (4.17%) Hadoop
14 5 (2.98%) MySQL
15 4 (2.38%) NoSQL
16 1 (0.60%) MongoDB
Development Applications
1 64 (38.10%) MLflow
2 11 (6.55%) Git
3 1 (0.60%) GitLab
3 1 (0.60%) Jenkins
General
1 54 (32.14%) Analytical Skills
2 49 (29.17%) Social Skills
3 39 (23.21%) Finance
4 15 (8.93%) Manufacturing
5 12 (7.14%) Marketing
6 10 (5.95%) Inclusion and Diversity
7 7 (4.17%) Public Sector
8 4 (2.38%) Banking
8 4 (2.38%) Legal
9 3 (1.79%) Electronics
9 3 (1.79%) Law
9 3 (1.79%) Telecoms
10 2 (1.19%) Advertising
10 2 (1.19%) Financial Institution
10 2 (1.19%) Organisational Skills
11 1 (0.60%) Digital Economy
11 1 (0.60%) Games
11 1 (0.60%) Health Technology
11 1 (0.60%) Investment Banking
11 1 (0.60%) Presentation Skills
Job Titles
1 45 (26.79%) Senior
2 30 (17.86%) Lead
3 24 (14.29%) Consultant
4 23 (13.69%) Senior Systems Engineer
4 23 (13.69%) Systems Engineer
5 18 (10.71%) Artificial Intelligence Engineer
5 18 (10.71%) Data Scientist
6 16 (9.52%) Data Consultant
7 13 (7.74%) Artificial Intelligence Consultant
7 13 (7.74%) Senior Consultant
8 12 (7.14%) Automation Engineer
9 11 (6.55%) Data Engineer
10 9 (5.36%) Developer
11 8 (4.76%) Senior Data Scientist
12 6 (3.57%) Architect
12 6 (3.57%) Data Science Engineer
12 6 (3.57%) Machine Learning Engineer
13 5 (2.98%) Artificial Intelligence Architect
13 5 (2.98%) Lead Data Engineer
13 5 (2.98%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 157 (93.45%) PyTorch
2 73 (43.45%) scikit-learn
3 47 (27.98%) LangChain
4 34 (20.24%) Pandas
5 27 (16.07%) LlamaIndex
6 25 (14.88%) Kafka
7 24 (14.29%) Faiss
7 24 (14.29%) Hugging Face
8 23 (13.69%) NumPy
8 23 (13.69%) pgvector
9 18 (10.71%) Django
9 18 (10.71%) FastAPI
10 17 (10.12%) REST
11 16 (9.52%) Keras
12 15 (8.93%) Google JAX
12 15 (8.93%) JAX
12 15 (8.93%) RESTful
13 14 (8.33%) Flask
14 12 (7.14%) pytest
14 12 (7.14%) Swagger
Miscellaneous
1 31 (18.45%) Algorithms
2 30 (17.86%) Cloud Native
3 23 (13.69%) Clustering
3 23 (13.69%) Public Cloud
4 16 (9.52%) Low-Code
5 13 (7.74%) AI Agents
5 13 (7.74%) Video\Live Streaming
6 12 (7.14%) Legacy Systems
7 11 (6.55%) CUDA
8 10 (5.95%) Product Ownership
9 9 (5.36%) Distributed Systems
10 8 (4.76%) Data Centre
10 8 (4.76%) Management Information System
11 5 (2.98%) Life Science
11 5 (2.98%) Over-the-Top Content
12 4 (2.38%) Cyber Threat
12 4 (2.38%) Enterprise Software
12 4 (2.38%) Hackathon
13 3 (1.79%) Data Structures
13 3 (1.79%) Robotics
Operating Systems
1 6 (3.57%) Linux
2 2 (1.19%) Robot Operating System
3 1 (0.60%) Windows
Processes & Methodologies
1 154 (91.67%) AI
1 154 (91.67%) Machine Learning
2 100 (59.52%) Generative AI
3 98 (58.33%) Data Science
4 78 (46.43%) Retrieval-Augmented Generation
5 73 (43.45%) LLM
6 71 (42.26%) Data Pipeline
7 70 (41.67%) Data Engineering
8 69 (41.07%) Analytics
9 60 (35.71%) MLOps
10 59 (35.12%) CI/CD
11 54 (32.14%) Feature Engineering
12 51 (30.36%) Computer Science
13 50 (29.76%) Prompt Engineering
14 45 (26.79%) Use Case
15 44 (26.19%) Data Governance
16 43 (25.60%) Data Modelling
17 40 (23.81%) ETL
17 40 (23.81%) Presales
18 39 (23.21%) Roadmaps
Programming Languages
1 150 (89.29%) Python
2 64 (38.10%) SQL
3 16 (9.52%) Java
4 15 (8.93%) Go
5 11 (6.55%) Bash
5 11 (6.55%) R
6 9 (5.36%) JavaScript
6 9 (5.36%) Scala
7 5 (2.98%) PHP
7 5 (2.98%) TypeScript
8 4 (2.38%) C++
8 4 (2.38%) PowerShell
9 1 (0.60%) C
9 1 (0.60%) MATLAB
Qualifications
1 57 (33.93%) Degree
2 21 (12.50%) Master's Degree
3 16 (9.52%) PhD
3 16 (9.52%) Security Cleared
4 13 (7.74%) Computer Science Degree
5 10 (5.95%) SC Cleared
6 5 (2.98%) DV Cleared
7 4 (2.38%) Microsoft Certification
7 4 (2.38%) Numerate Degree
8 3 (1.79%) Azure Certification
8 3 (1.79%) Microsoft Certified Professional
8 3 (1.79%) Postgraduate
9 2 (1.19%) CESG Certified Professional
9 2 (1.19%) CISSP
9 2 (1.19%) DBS Check
9 2 (1.19%) OSCP
10 1 (0.60%) AWS Certification
10 1 (0.60%) BPSS Clearance
Quality Assurance & Compliance
1 25 (14.88%) Data Quality
2 24 (14.29%) GDPR
3 23 (13.69%) California Consumer Privacy Act
4 4 (2.38%) SLA
5 3 (1.79%) NIST
6 2 (1.19%) Def Stans
6 2 (1.19%) JSP 440
6 2 (1.19%) NCSC
6 2 (1.19%) NIST 800
7 1 (0.60%) EU AI Act
7 1 (0.60%) ISO 13485
7 1 (0.60%) ISO/IEC 27001
System Software
1 53 (31.55%) Docker
2 2 (1.19%) GPFS
2 2 (1.19%) Lustre
2 2 (1.19%) Slurm Workload Manager
Systems Management
1 36 (21.43%) Kubernetes
2 8 (4.76%) Kubeflow
2 8 (4.76%) Terraform
3 6 (3.57%) Ansible
4 2 (1.19%) SELinux
5 1 (0.60%) Argo
5 1 (0.60%) Grafana
5 1 (0.60%) Prometheus
Vendors
1 59 (35.12%) Databricks
2 32 (19.05%) Dell
3 31 (18.45%) OpenAI
4 23 (13.69%) Cloudera
5 16 (9.52%) Microsoft
6 12 (7.14%) Automation Anywhere
6 12 (7.14%) UiPath
7 10 (5.95%) NVIDIA
8 9 (5.36%) Palantir
9 5 (2.98%) Foundry
10 4 (2.38%) CrowdStrike
10 4 (2.38%) Fortinet
10 4 (2.38%) Palo Alto
10 4 (2.38%) SAP
11 3 (1.79%) Google
12 2 (1.19%) Splunk
13 1 (0.60%) Dataiku
13 1 (0.60%) DataRobot
13 1 (0.60%) IBM
13 1 (0.60%) Intel