Machine Learning Researcher

2 weeks ago


Pittsburgh, United States Skills Alliance Full time

Required Expertise:

  • Educational Background: A doctorate in Computer Science, Machine Learning, AI, or a closely related discipline.
  • Research Contributions: Demonstrated through relevant publications.
  • Framework Proficiency: Hands-on experience with leading machine learning libraries such as NumPy, Pandas, Scikit-learn, PyTorch, and TensorFlow.
  • Data Handling Experience: Skilled in working with high-frequency signal and waveform data.
  • Data Specialization: Expertise in handling time-series data, high-frequency datasets, predictive modeling, and dealing with imbalanced data.
  • Programming Mastery: Extensive knowledge of Python.
  • Collaborative Experience: Proven ability to work and contribute effectively within team projects.
  • Autonomous Delivery: Capability to deliver results with minimal supervision, especially on unstructured problems.
  • Professional Experience: Over five years of programming experience.


Desired Skills:

  • Healthcare Data Proficiency: Experience with medical data, including electronic health records and biosensor/signal data (ecg, ppg, eeg).
  • Real-time Systems: Background in environments requiring real-time responses and model implementation.
  • Cloud and Distributed Systems: Familiarity with major cloud platforms and distributed systems.
  • Software Engineering Interest: A keen interest in software engineering, particularly in building and managing data pipelines.



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