NLP Machine Learning Engineer
2 months ago
About the Role:
- We seek a talented and passionate Machine Learning Engineer with a strong specialisation in Natural Language Processing NLP to join our growing AI team.
- You will be responsible for designing, developing, and implementing NLP solutions to solve complex problems using machine learning techniques.
- You will work closely with data scientists, software engineers, and product managers to bring innovative NLP applications to life.
Responsibilities:
- Design, develop, and implement NLP systems for various applications e.g., chatbots, sentiment analysis, text summarization, machine translation, speech synthesis.
- Preprocess and clean text data for machine learning tasks.
- Develop and train NLP models using deep learning frameworks e.g., TensorFlow, PyTorch.
- Evaluate and optimize NLP models for performance and accuracy.
- Integrate NLP models with backend systems and APIs.
- Stay up-to-date on the latest advancements in NLP research and apply new techniques to improve existing solutions.
- Collaborate with data scientists, software engineers, and product managers to define project requirements and ensure successful deployments.
- Document code and models clearly for maintainability and future reference.
Qualifications:
- Master's degree in Computer Science, Artificial Intelligence, or related field or a Bachelor's degree with significant relevant experience.
- Minimum of 3+ years of experience in building and deploying NLP applications.
- Strong understanding of NLP fundamentals, including text representation techniques word embeddings, n-grams, language modeling, and various NLP tasks sentiment analysis, topic modeling, machine translation, speech synthesis.
- Proven experience with machine learning libraries and frameworks e.g., scikit-learn, TensorFlow, PyTorch.
- Proficiency in programming languages like Python essential and experience with Java or R a plus.
- Experience with cloud platforms e.g., AWS, GCP, Azure for deploying NLP models is a plus.
- Excellent analytical and problem-solving skills.
- Strong communication and collaboration skills.
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