The Sales Engineer role today
This guide draws on 509 Sales Engineer postings from 318 companies, published from March to September 2026.
In 2% of Sales Engineer postings, building or applying AI is the job itself.
AI Tools Literacy appears in 52% of Sales Engineer postings, and Prompt Engineering in 30%.
Automation exposure averages 42 out of 100 across these postings, which is moderate: parts of the routine work can be automated, which makes AI skills more valuable in the role.
Entry-level positions make up 46% of postings, mid-level 29%. The most common way of working is hybrid, in 37% of postings.
Common skill gaps
The AI skills our analysis of Sales Engineer job descriptions most often flags as a gap, with the share of postings where each one comes up.
- Prompt Engineering38%
- Generative AI Fundamentals37%
- AI Sales Tools19%
- AI Ethics Awareness12%
- AI Customer Insights11%
- AI in Sales Forecasting10%
Sales Engineer salary
Pay comes only from postings that quote it: 43 of the 509 Sales Engineer postings. Each country uses the pay period its employers quote most.
Netherlands
based on 43 postings quoting pay per month€4,500
median per month
The middle half of advertised salaries, with the line at the median.
Essential Sales Engineer skills
The skills employers ask for in Sales Engineer job descriptions, from the most requested down.
Core skills
- Data Analysis
- AI Tools Literacy
Often requested
- Prompt Engineering
- CRM Analytics
- AI Sales Tools
- CRM Automation
Also valued
- Technical Sales
- Technical Presentation Skills
- Technical Product Knowledge
- Customer Relationship Management
AI skills to learn next
The AI skills employers most often want to add to this role, beyond the ones above.
- AI Solution Architecture
- AI Security Awareness
How the Sales Engineer role is evolving
The directions employers are taking this role as they adopt AI, with the skills and responsibilities each one adds.
Most common direction
Toward AI sales
Typical focus
AI-enhanced solutions and AI-enabled solutions
Skills to add
- AI Sales Analytics
- CRM AI Integration
New responsibilities
- Utilize AI-driven analytics to identify high-potential leads and optimize sales strategies
- Utilize AI-driven tools to analyze project specifications and identify opportunities for early engagement
- Analyze customer data with AI to identify cross-selling and upselling opportunities
- Collaborate with AI engineering teams to translate customer requirements into AI solution specifications
Other directions
Toward AI transformation
Typical focus
Digital transformation
Skills to add
- Change Management
- AI Adoption Strategy
- AI Change Management
- AI Transformation Strategy
- AI Strategy
New responsibilities
- Develop AI adoption roadmaps in collaboration with customer success teams
- Analyze market trends using AI to identify new business opportunities
- Develop AI adoption roadmaps aligned with customer business objectives
- Lead AI readiness assessments for enterprise customers
Toward AI customer experience
Typical focus
AI solutions, AI customer solutions and Customer experience & AI
Skills to add
- Conversational AI
- Sentiment Analysis
- Customer Journey Analytics
- Chatbot Development
- AI Customer Analytics
New responsibilities
- Use AI to analyze customer feedback and improve solution recommendations
- Use predictive analytics to anticipate customer needs and prevent churn
- Analyze customer interaction data to identify upselling opportunities
- Collaborate with product teams to integrate AI features into HVAC offerings
Toward AI security
Typical focus
AI security solutions
Skills to add
- AI Risk Assessment
- AI Compliance
- AI Governance
- AI Security
- LLM Security
- AI Threat Detection
New responsibilities
- Advise customers on AI security best practices and compliance
- Advise customers on AI governance and compliance requirements for their security posture
- Advise customers on securing AI systems and integrating AI into their security posture
- Demonstrate AI-powered security analytics and automated response capabilities to customers
Sales Engineer FAQ
Will AI replace Sales Engineer jobs?
Automation exposure averages 42 out of 100 across these postings, which is moderate: parts of the routine work can be automated, which makes AI skills more valuable in the role. Employers are mostly reshaping the role toward AI sales, adding skills such as Prompt Engineering and AI Sales Tools.
What skills do Sales Engineer roles require?
The skills employers ask for most are Data Analysis, AI Tools Literacy, Prompt Engineering, CRM Analytics and AI Sales Tools.
Which AI skills should Sales Engineer candidates learn next?
Data Analysis, AI Tools Literacy and AI Sales Tools are the AI skills employers most often want to add. The most common skill gaps are Prompt Engineering and Generative AI Fundamentals.
How is the Sales Engineer role changing?
The most common direction is AI sales. Other directions include AI transformation, AI customer experience and AI security.
How much do Sales Engineer roles pay in the Netherlands?
Advertised salaries typically range from €4,100 to €5,000 per month, with the median around €4,500, based on 43 postings that quote pay per month.
Find your next Sales Engineer role
Browse open AI roles, updated daily.
This guide is built from public job descriptions for Sales Engineer roles classified as Core AI or AI-enabled. Skills, automation exposure and career directions are extracted from each job description and compared across the market. Postings are deduplicated, so a job listed on several boards or by several agencies counts once. Salaries are advertised ranges from the Netherlands, taken only from the 43 postings that quote pay. How we collect and deduplicate postings.