Algorithm Development Specialist

2 days ago


Helsinki, Uusimaa, Finland Doublepoint Full time

Job Summary: Doublepoint is seeking a highly skilled Machine Learning Engineer to join our Algorithm Team. As a key member of this team, you will be responsible for designing, implementing, analyzing, and improving our flagship time-series gesture classification models. Your expertise in machine learning, signal processing, and human-computer interaction will be essential in driving the success of our project.

About the Role: In this role, you will work closely with our hardware team to define next revisions of gesture detection sensor hardware and collaborate with our data collection team to author data collecting instructions for our datasets. You will also be responsible for maintaining clear documentation of machine learning pipelines and algorithms.

Responsibilities:

  • Design and implement robust machine learning algorithms to improve our gesture recognition capabilities.
  • Develop scalable machine learning pipelines using tools like PyTorch and TensorFlow Lite.
  • Collaborate with our hardware team to design and optimize gesture detection sensor hardware.
  • Analyze and improve model performance using metrics such as accuracy, precision, and recall.

Requirements:

  • 5+ years of experience in machine learning engineering, preferably in a real-time, time-series application and user-centered environment.
  • Strong background in signal processing and deep learning.
  • Familiarity with human-computer interaction and Bayesian statistics.
  • Experience with Python, PyTorch, TensorFlow Lite, and scalable machine learning pipeline tools like Kubeflow and MLflow.


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