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Sonatus

Staff Machine Learning Engineer

Sonatus · Dublin, Ireland

Posted about 3 months ago

or apply directly on Sonatus's site. We never take the application ourselves.

Is this posting real?

This role has been open
81 days
Sonatus's roles stay open a median of 81 days
Reposted
No
Salary listed
No
0% of Sonatus's roles list one
Ghost-job risk at Sonatus
high
26 stale, 0 reposted of 26 open
Hiring momentum
29 roles opened in the last 90 days
↑ up vs. the prior 90 days
Last confirmed on the employer's board
2026-10-23

Measured from postings appearing on and disappearing from Sonatus's own greenhouse board since 2026-08-03. Full hiring picture for Sonatus.

About this role

As a Staff Machine Learning Engineer at Sonatus, you will lead the development of Edge AI for in-vehicle health monitoring and prediction. Your responsibilities include building and deploying AI models to analyze vehicle data, optimizing models for edge devices, and mentoring junior engineers. You will work in a collaborative environment, experimenting with advanced model architectures and integrating machine learning flows.

Our read on this posting2.4out of 5
benefits
1/5
freshness
1/5
career value
5/5
role clarity
5/5
pay transparency
0/5

Scored from the posting itself — how clearly the role is described, how much it says about pay and benefits, and how recently it was listed. Not a judgement of Sonatus as an employer.

What you need

  • Bachelor’s degree in Computer Science, Electrical Engineering, Software Engineering, or a related field
  • 7+ years in Machine Learning Engineering, with 3+ years focused on Edge AI or Embedded Systems
  • Proven experience mentoring junior engineers in software development
  • Expert Python and decent working knowledge of modern C++ (C++14/17)
  • Deep proficiency with PyTorch or TensorFlow, and experience with inference engines like ONNX, TFLite, or TVM
  • Experience with NLP techniques for textual data parsing, sequence modeling (RNN/GRU), or lightweight LLMs/SLMs

Nice to have

  • MS/PhD in Computer Science, Engineering, or related fields
  • Familiarity with Edge systems and preferably automotive (CAN (DBC files), UDS, SOME/IP, or MQTT)
  • Understanding of Linux/QNX kernel logs (dmesg), process states, and OS-level debugging
  • Experience with NVIDIA TensorRT, Qualcomm SNPE

Worth weighing

  • Hybrid role requiring 3 days in the Dublin office
  • Focus on Edge AI may limit exposure to other areas of machine learning
  • Fast-paced startup environment may involve ambiguity and rapid changes

Summarised from Sonatus's posting. Read the full original.

Listed by Sonatus on their greenhouse job board, last confirmed open on 2026-10-23. PitchMeAI is not the employer.

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