We are seeking a talented Senior Machine Learning Engineer with expertise in Natural Language Processing (NLP) and/or Computer Vision to join our passionate team. As a Senior ML Engineer, you will play a key role in developing and enhancing our machine learning algorithms and models, particularly in the areas of NLP and LLM (Large Language Models) or Computer Vision.
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.
- Mentor junior team members, provide technical guidance, and contribute to knowledge sharing within the team.
Requirements:
- Bachelor's degree in Computer Science, Engineering, Mathematics, or related field. Master's or Ph.D. preferred.
- 5 years of experience in machine learning engineering or related roles, with a strong focus on NLP and/or Computer Vision.
- Proficiency in Python and relevant machine learning libraries/frameworks such as TensorFlow, PyTorch, spaCy, or OpenCV.
- Strong problem-solving skills and ability to work independently or in a collaborative team environment.
- Excellent communication skills and the ability to convey complex technical concepts to non-technical stakeholders.
- Solid Knowledge in one of the following fields:
- NLP techniques such as sentiment analysis, named entity recognition, and text classification.
- Experience with LLMs (Large Language Models) such as BERT, GPT, or Transformer models is highly desirable.
- Familiarity with Computer Vision techniques including image classification, object detection, and segmentation.
Nice to Have:
- Experience working in the healthcare or veterinary industry.
- Knowledge of cloud computing platforms such as AWS, Azure, or Google Cloud.
- Familiarity with deep learning architectures and methodologies.
- Publications or contributions to relevant conferences or journals in NLP or Computer Vision.
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