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Applied machine learning engineer (junior / mid-level)

Pontevedra (36071)
RONNACH Technologies
Publicada el 1 marzo
Descripción

About Ronnach


Ronnach Technologies is a deep‑tech engineering company developing advanced sensing systems, real‑time monitoring platforms, and AI‑driven analytical tools for industrial and scientific environments.

We combine machine learning, signal processing, and experimental engineering to build robust, intelligent systems that interact with the physical world.


What You’ll Do


You will work with real‑world sensor data — time series, spectral signals, and other physical measurements — to design, develop, and optimize ML models for prediction, anomaly detection, and system intelligence.

Your responsibilities will include:

* Designing and training ML models for real‑time and offline processing
* Preprocessing and analysing sensor signals (spectral, flow, physical measurements)
* Building data pipelines for experimentation and deployment
* Conducting experiments and validating models in lab + real environments
* Collaborating closely with hardware, firmware, and engineering teams
* Producing clear and rigorous documentation of methods and results


Depending on Your Experience


Junior ML Engineer (0–2 years)

* Implement ML models and run experiments
* Prepare and structure sensor datasets
* Support prototype testing and data collection
* Document results and contribute to R&D cycles
* Grow toward autonomy through mentorship


Mid‑Level ML Engineer (2–4 years)

* Lead the design of ML pipelines and modelling approaches
* Apply advanced time‑series, signal‑processing, or data‑fusion techniques
* Improve model robustness in real‑world environments
* Drive integration across ML, firmware, and hardware
* Mentor junior contributors when needed


What You Bring


Required

* Degree in Engineering, Physics, Computer Science, Mathematics or similar
* Strong Python skills (NumPy, pandas, scikit‑learn)
* Experience with ML model development (classification, regression, pattern recognition)
* Good understanding of statistics, algorithms, and data structures
* Ability to work in a multidisciplinary engineering environment


Nice to Have

* Experience with PyTorch or TensorFlow
* Background in signal processing or spectral data
* Exposure to embedded, IoT, or edge data environments


What We Offer

* Work at the intersection of ML, sensing, and engineering
* Real ownership of deep‑tech products and applied ML systems
* Growth opportunities across multiple R&D projects
* A strong engineering culture and competitive compensation


Location & Details

* Location: Greater Vigo (O Porriño)
* Contract type: Permanent
* Work policy: Hybrid


How to Apply

Send your CV or LinkedIn profile to

Subject: ML Engineer – Ronnach

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