Embedded Platform Engineer: RL Environments for AI

Hashlist; Helsinki; On-site; EUR 140,000 - 200,000; Full time

Benefits offered by this job

Competitive compensation and equity

Central office in Helsinki

Equity and growth opportunities

Job summary

Hashlist is expanding its AI research team in Helsinki to support the creation of domain-specific RL environments for constraint-based embedded programming and complex enterprise engineering workflows.

You will author tasks and environments that frontier models struggle with, and oversee the building of an environment, task, and harness where models pass tests only part of the time, enabling valuable post-training data.

Qualifications

• 10+ years in domains overlap with embedded engineering such as automotive, aerospace, medical devices, robotics or silicon bring-up.
• Experience with safety standards and system-level thinking.

Responsibilities

• Author and oversee RL environments for low-level embedded coding problems across enterprise toolchains.
• Own the quality of RL environments and data produced.
• Run, grade, and set standards for expert author network for tasks.
• Communicate with OEMs and AI Labs on research or fine-tuning questions.

Skills

Embedded depth

C/C++ MISRA

RTOS knowledge

ARM/RISC-V

Safety budgets

ISO 26262

Communication skills

Systems engineering

Tools

Vector

Simulink

AUTOSAR

Job description

Hashlist is expanding its AI research team in Helsinki to support the creation of domain-specific RL environments for constraint-based embedded programming and complex enterprise engineering workflows.

You will author tasks and environments that frontier models struggle with, and oversee the building of an environment, task, and harness where models pass tests only part of the time, enabling valuable post-training data.