Senior Machine Learning Engineer

2 tygodni temu

Kraków, Lesser Poland Experis ManpowerGroup Sp. z o.o. Pełny etat
Role and Responsibilities:
  • Conducting scientific literature review, contributing to scientific publications and patent applications.
  • Analysis of sensor data from wearable devices, outlining dataset acquisition methodology
  • Design and implementation of machine learning algorithms for anomaly detection in biomedical data. Porting and optimization on embedded platforms: ARM
  • Close collaboration with product management to define product strategy and roadmap
  • Leading software system architecture design to deliver efficient, maintainable code for model training, evaluation and deployment
  • Design solutions for appropriately incorporating machine/deep learning into product features and effectively communicate this solution to software engineers and business leaders
Technologies in use:
  • Python, C++
  • Deep Learning Frameworks: Tensorflow, PyTorch, Keras, SciPy ecosystem
  • Digital Signal Processing
Skills and Qualifications:
  • PhD or relevant work experience in Physics (particularly Optics), Signal Processing, Computer Science or related discipline
  • Experience in designing, training, and analyzing machine learning algorithms for classification, regression and anomaly detection problems
  • Strong mathematical background (linear algebra/ analysis/ statistics/ optimization methods)
  • Experience with standard Machine Learning packages, amongst but not limited to: Tensorflow, Keras, SciKit-Learn, Torch, etc.
  • Scientific publications, active participation in conferences in the field of artificial intelligence
We offer:
  • Friendly working atmosphere
  • Wide range of trainings and a huge support in developing algorithmic skills
  • Opportunity to work in multiple projects
  • Working with the latest technologies on the market
  • Monthly integration budget
  • Possibility to attend local and foreign conferences
  • Flexible working hours
Permanent job offer.
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