Lead Autonomous Decision-Support Architect for Edge AI

NestAi Oy; Helsinki; On-site; EUR 90,000 - 130,000; Full time

Benefits offered by this job

Occupational healthcare

Epassi Flex benefit

Lunch benefit

Regular team lunches

Mac or PC

Holiday allowance

Phone benefit

Continuous benefits development

Job summary

NestAI builds adaptive operating systems for modern battlefield operations and develops NestOS for unmanned and command systems. We seek a Senior Autonomous Decision Support Engineer to own technical planning from the ground up, starting from first principles in edge environments.

You will drive multi-criteria optimization, physics-based simulations, and integration of geospatial and environmental factors to enable robust decision-support capabilities.

Qualifications

• Strong background in physics, statistics, applied mathematics or operations research.
• Experience building decision-support engines, resource optimization frameworks, or recommendation systems.
• Expertise in probabilistic modeling, spatial/geospatial analysis, and Monte Carlo simulation methods.
• Senior level capability to independently frame and drive complex technical problems.
• Fluent Finnish language skills.

Responsibilities

• Own technical planning & architecture for autonomous decision-support models.
• Design physics-based simulation workflows to bootstrap values and simulate sparse data scenarios.
• Integrate geospatial, atmospheric, and connectivity factors into routing and recommendations.
• Translate domain constraints into probabilistic formulations directly usable by models.
• Mentor engineers on high-stakes edge computing challenges.

Skills

Physics background

Statistics background

Applied mathematics

Operations research

Decision-support engines

Resource optimization

Recommendation systems

Probabilistic modeling

Geospatial analysis

Monte Carlo simulation

Senior / independent problem framing

Finnish language

Job description

NestAI builds adaptive operating systems for modern battlefield operations and develops NestOS for unmanned and command systems. We seek a Senior Autonomous Decision Support Engineer to own technical planning from the ground up, starting from first principles in edge environments.

You will drive multi-criteria optimization, physics-based simulations, and integration of geospatial and environmental factors to enable robust decision-support capabilities.