DevJobs

Senior Machine Learning Engineer

Overview
Skills
  • Python Python ꞏ 3y
  • PyTorch PyTorch
  • TensorFlow TensorFlow
  • Natural Language Processing ꞏ 3y
  • Deep Learning Architectures
  • Recurrent Neural Networks
  • spaCy
  • Transformers
  • Computer Vision

We are seeking a highly motivated NLP Engineer to join our team in Tel Aviv. This role requires expertise in Natural Language Processing (NLP) with an added advantage of experience in Computer Vision. As a NLP Engineer at SignalPET, you will lead the development and implementation of state-of-the-art NLP models and solutions, collaborating with cross-functional teams to drive forward our mission of innovation.


SignalPET is a technology and AI leader in the veterinary field. Using state-of-the-art machine learning techniques and patented technology, SignalPET assists veterinarians in diagnosing and treating companion animals all around the globe.


Key Responsibilities:


  • Lead the design, development, and implementation of machine learning models and algorithms with a focus on NLP and LLM or Computer Vision.
  • Collaborate closely with cross-functional teams to understand requirements and translate them into scalable machine learning solutions.
  • Research, experiment, and innovate in the fields of NLP and LLM or Computer Vision to drive advancements in veterinary diagnostics.
  • Develop data pipelines for data collection, preprocessing, and feature engineering to support machine learning initiatives.
  • Evaluate and integrate third-party libraries, frameworks, and tools to enhance model performance and efficiency.


Requirements:


  • Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field. Master's or Ph.D. preferred.
  • At least 3 years of experience in NLP, including text classification, sentiment analysis, named entity recognition, and language modeling.
  • Proficiency in Python and relevant machine learning libraries (e.g., TensorFlow, PyTorch, spaCy).
  • Knowledge of deep learning architectures, such as transformers and recurrent neural networks (RNNs).
  • Experience with Computer Vision is a significant advantage.
  • Strong problem-solving skills and attention to detail.
  • Excellent communication and collaboration skills.
  • Ability to work on-site at our Tel Aviv office.

SignalPET®