New AI specialisms inside existing jobs
Each direction employers describe, with the titles our analysis points to in the roles where it is strongest. Most keep the job and add an AI focus.
AI transformation
in 43 of 44 roles- Finance Manager, AI-Enabled Operationsfrom Finance Manager
- Executive Assistant, AI-Enabled Operationsfrom Executive Assistant
- Project Manager, AI-Enabled Constructionfrom Project Manager
- Operations Manager, AI-Enabled Logisticsfrom Operations Manager
Data & machine learning
in 23 of 44 roles- Data Engineer, AI & Analyticsfrom Data Engineer
- Data Analyst, AI-Augmented Analyticsfrom Data Analyst
- Data Architect, AI & Analyticsfrom Data Architect
- Financial Data Analystfrom Financial Analyst
AI engineering
in 16 of 44 roles- Senior AI Engineer, Agentic Systemsfrom AI Engineer
- DevOps Engineer, AI Infrastructurefrom DevOps Engineer
- Software Engineer, AI-Augmented Developmentfrom Software Engineer
- Site Reliability Engineer, AI Infrastructurefrom Site Reliability Engineer
AI sales
in 9 of 44 roles- AI-Enabled Sales Development Representativefrom Sales Development Representative
- Business Development Representative, AI-Enabled Salesfrom Business Development Representative
- AI-Enabled Sales Managerfrom Sales Manager
- Sales Director, AI-Enabled Revenue Operationsfrom Sales Director
AI customer experience
in 14 of 44 roles- Customer Success Manager, AI-Enhanced Engagementfrom Customer Success Manager
- Strategic Account Manager, AI Solutionsfrom Account Manager
- Strategic Account Executive, AI Solutionsfrom Account Executive
- Sales Development Representative, AI Engagementfrom Sales Development Representative
AI product
in 13 of 44 roles- AI Product Managerfrom Product Manager
- AI Product Ownerfrom Product Owner
- Product Designer, AI Product Strategyfrom Product Designer
- AI Engineer, Product Innovationfrom AI Engineer
AI marketing
in 13 of 44 roles- Social Media Manager, AI-Augmented Contentfrom Social Media Manager
- AI-Enhanced Marketing Specialistfrom Marketing Specialist
- Digital Marketing Specialist, AI-Augmented Campaignsfrom Digital Marketing Specialist
- Marketing Manager, AI-Enhanced Campaignsfrom Marketing Manager
AI governance
in 16 of 44 roles- Enterprise Architect, AI Governancefrom Enterprise Architect
- Program Manager, AI Governancefrom Program Manager
- Executive Assistant & AI Governance Coordinatorfrom Executive Assistant
- Data Architect, AI Governancefrom Data Architect
The few new AI job names
Of 479 suggested titles, these are the ones that lead with AI rather than keep the old title, with the role each grows out of.
- AI Product Engineerfrom Software Engineer
- AI Product Managerfrom Product Manager
- AI Data Engineerfrom Data Engineer
- AI Engineer, Product Innovationfrom AI Engineer
- AI Engineer, Product & Platformfrom AI Engineer
- AI Solutions Architectfrom AI Engineer
- AI Transformation Leadfrom AI Engineer
- AI Solutions Engineer, Enterprise Transformationfrom AI Engineer
- AI Engineer, MLOps & Data Pipelinesfrom AI Engineer
- AI Engineer, Data & Model Operationsfrom AI Engineer
- AI Engineer, Data & ML Platformsfrom AI Engineer
- AI Transformation Program Managerfrom Program Manager
- AI Security Engineerfrom Security Engineer
- AI Transformation Solution Architectfrom Solution Architect
- AI Security Sales Engineerfrom Sales Engineer
- AI Platform Engineerfrom Platform Engineer
- AI Data Platform Engineerfrom Platform Engineer
- AI Product Ownerfrom Product Owner
- AI Design Operations Leadfrom Graphic Designer
- AI Design Transformation Leadfrom Graphic Designer
- AI Data Architectfrom Data Architect
- AI Research Engineerfrom Research Scientist
FAQ
What jobs will AI create?
Mostly new specialisms inside existing jobs, not new jobs. Of 479 job titles our analysis of postings points to, most keep the original title and add an AI focus, led by AI transformation, data & machine learning and AI engineering. Only 22 are new AI job names, such as AI Product Engineer, AI Product Manager and AI Data Engineer.
Which AI specialism is spreading to the most jobs?
AI transformation: it comes up in 43 of 44 roles, in titles such as “Finance Manager, AI-Enabled Operations”.
Are these titles already being advertised?
Not necessarily. They are the titles our analysis of each job description suggests the role is evolving into, counted across postings. They show the direction employers describe, not titles that are all live today.
See the detail for your role
Every role guide shows its essential skills, the AI skills to learn next, the common gaps and where the role is heading.
Browse all 44 role guidesBuilt from 57,486 public job descriptions across 44 roles, published from March to September 2026 and deduplicated so that a job listed on several boards or by several agencies counts once. For each posting, our analysis suggests the title the role is evolving into; the titles here are the most frequent suggestions per direction. They describe where employers are taking roles, not titles that are all advertised today. A new AI job name is a suggested title that starts with "AI". How we collect and deduplicate postings.