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Research Scientist / Research Engineer (Machine Learning)
Jobgether
Description du poste
About the role
We are seeking a Research Scientist / Research Engineer to advance adaptive, efficient AI systems that learn continuously from real‑time user and product signals. The role blends cutting‑edge machine‑learning research with practical product deployment in a highly collaborative environment.
Key responsibilities
- Design and develop adaptive machine‑learning algorithms that enable real‑time learning and dynamic AI behavior.
- Co‑design system components that integrate user feedback and product signals to improve model performance.
- Create pipelines for collecting, shaping, and leveraging synthetic and real‑world data.
- Collaborate with software, hardware, and research teams to optimise full‑stack system efficiency.
- Define and evaluate metrics that reflect real‑world impact and user value.
- Translate research concepts into production‑ready, scalable solutions.
Required profile
- PhD or equivalent research experience in computer science or a related field.
- 4‑5+ years of industry experience in machine‑learning or AI research.
- Deep expertise in at least one area such as model efficiency, real‑time alignment, or algorithmic optimisation.
- Strong systems‑thinking ability across the full ML pipeline.
- Proven experience working in large‑scale industrial or research‑lab environments.
Required skills
- Python programming.
- Experience with deep‑learning frameworks such as PyTorch, JAX or TensorFlow.
- Knowledge of optimisation techniques, including reinforcement learning from human feedback and fine‑tuning methods.
What we offer
- Flexible work arrangement.
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