Hover or tap a row for full statistics (EUR / month on this chart).
Salary analysis
Compared with the selected benchmark ("Market Average: Mid-Level Level"), this listing's salary midpoint is about 8% lower. The offer still falls within the benchmark range (€14,468–€21,703). The listed pay band (€14,158–€19,256) is tighter than the benchmark, which suggests lower salary variability. This benchmark is based on 1 comparable listings.
| Market | Lower bound (25th percentile) | Median | Upper bound (75th percentile) |
|---|---|---|---|
| Market Average: Machine Learning Engineer | €11,159/per month | €16,639/per month | €21,189/per month |
An ML engineer at IFS is part software engineer, part dev ops engineer and ML savvy, who combines knowledge of systems and applications, machine learning and artificial intelligence to build and deploy AI-driven solutions. The work is focused on designing and maintaining high-performance, scalable AI/ML infrastructure, building, and executing ML pipelines efficiently, serving models at scale, and creating the tools for continuous monitoring and improvements. Someone in this role uses their technical know-how to translate high-value and innovative AI opportunities into deployable and sustainable products. ML engineers are well-versed on AI/ML techniques, ranging from statistical learning, computer vision to generative AI. They have strong foundations in software engineering, ML algorithms and mastered several AI/ML serving frameworks. ML engineers work in close collaboration with data scientists, data engineers, architects, and DevOps engineers, on the creation and deployment of highly scalable infrastructure and AI-driven solutions. In addition, ML engineers at IFS continuously expand their knowledge of AI infrastructure, model monitoring/observability and drift detection, functional and business process domain knowledge and share this knowledge to guide others.
Job Details
Requirements
- Strong proficiency in Python and experience with relevant libraries (NumPy, Pandas, Kserve, etc.)
- Knowledge of additional languages like Go, C#, or SQL is a plus
- Familiarity with cloud computing platforms (Azure), infrastructure as code (terraform, helm charts), CI/CD, Git Ops with ArgoCD and containerization technologies (Docker, Kubernetes)
- Foundational understanding of machine learning concepts, including supervised and unsupervised learning, deep learning, and model evaluation techniques
- Proficiency in data preprocessing and feature engineering. Experience with relational and vector databases.
- Excellent analytical skills, with the ability to interpret complex datasets and derive actionable insights.
- Excellent verbal and written communication skills, with the ability to effectively collaborate with cross-functional teams and stakeholders
- A bachelor's or master's degree in Computer Science, Software Engineering, Data Science, or a related field, with at least 3+ years of experience in software development, including some experience with AI/ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
| Location | Active listings |
|---|---|
| Remote - Global | 329 |
| Remote | 8 |
| Espoo, Finland | 4 |
| Remote - Finland | 2 |
| Remote - North America | 2 |
| S-Hertogenbosch, Netherlands | 1 |
| Europe | 1 |
| Remote - EU | 1 |
| Remote - Europe | 1 |
| Role type | Active listings |
|---|---|
| Account Executive | 23 |
| Product Manager | 20 |
| Software Engineer | 11 |
| Solution Architect | 10 |
| Sales Executive | 7 |
| Strategic Account Executive | 7 |
| Cloud Engineer | 6 |
| AI Engineer | 6 |
| Legal Counsel | 6 |
| DevOps Engineer | 5 |
| Demand Generation | 5 |
| Channel Manager | 5 |
| Project Manager | 4 |
| Regional Account Executive | 4 |
| Human Resources Specialist | 4 |
| Deal Desk Specialist | 4 |
| Presales Consultant | 4 |
| AI Sales Executive | 3 |
| Business Development Representative | 3 |
| Account Manager | 3 |
| Data Scientist | 3 |
| Commercial Lead | 3 |
| Implementation Consultant | 3 |
| Applied AI Engineer | 3 |
| AI Solution Architect | 3 |
| Application Security Engineer | 2 |
| Head of Installed Base | 2 |
| Renewals Business Support Specialist | 2 |
| Enterprise Account Executive | 2 |
| Director | 2 |
| Human Resources Generalist | 2 |
| Solution Consultant | 2 |
| Data Engineer | 2 |
| Machine Learning Engineer | 2 |
| Site Reliability Engineer | 2 |
| Cloud Solution Engineer | 2 |
| Aerospace and Defense Marketing Manager | 2 |
| IT Trainer | 2 |
| Senior Manager | 2 |
| Pre-Sales Consultant | 2 |
| Senior HRBP | 2 |
| Motion Designer | 2 |
| Industry Director | 2 |
| HubSpot CRM Specialist | 2 |
| Sales Director | 2 |
| Cash Operations Analyst | 2 |
| Customer Success Manager | 2 |
| SaaS Operations Engineer | 2 |
| Industry Principal | 2 |
| Demand Generation & Events Specialist | 2 |
| Solutions Consultant | 2 |
| Business Solutions Architect | 2 |
| BI Platform Engineer | 2 |
| Platform Engineer | 2 |
| System Engineer | 2 |
| Solution Marketing Manager | 1 |
| Solutions Consulting Director | 1 |
| IFS Developer | 1 |
| Strategic Operations | 1 |
| Vice President, Commercial Operations | 1 |
| Senior Account Executive | 1 |
| Data Lead | 1 |
| Cloud Architect | 1 |
| Procurement Consultant | 1 |
| Project Delivery Manager | 1 |
| HubSpot Administrator | 1 |
| Account Development | 1 |
| Marketing & Business Development | 1 |
| Enterprise Sales Account Executive | 1 |
| Marketing Campaigns Manager | 1 |
| Internal Communications Manager | 1 |
| Director of Next Generation Architecture | 1 |
| Information Security | 1 |
| Digital Marketing | 1 |
| General Accountant | 1 |
| IT Support | 1 |
| Marketing Campaign Manager | 1 |
| HR Shared Services | 1 |
| IT Support Engineer | 1 |
| Procurement Analyst | 1 |
| Workplace Experience Coordinator | 1 |
| Global Campaigns Senior Strategist | 1 |
| Cloud Engineer – Networking | 1 |
| Financial & Tax Controller | 1 |
| Group Reporting | 1 |
| HR Operations & Payroll | 1 |
| Strategic Finance Manager | 1 |
| Business Development Executive | 1 |
| Privacy & Data Protection Lead | 1 |
| FinOps Engineer | 1 |
| HR Generalist | 1 |
| Sales Onboarding | 1 |
| Data Migration Specialist | 1 |
| Full Stack Software Engineer | 1 |
| Senior Brand Designer | 1 |
| Social Media Manager | 1 |
| Accounting Intern | 1 |
| AI Presales Solution Architect | 1 |
| Client Services | 1 |
| Security Operations Center Analyst | 1 |
| Role level | Active listings |
|---|---|
| Mid-Level | 309 |
| Senior | 15 |
| Manager | 4 |
| Entry-level | 1 |
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