Senior NLP Engineer for Multilingual Applications

5 hours ago


Bengaluru, Karnataka, India O-Health Full time

We are seeking a highly skilled and experienced Senior Natural Language Processing (NLP) Engineer to join our team at O-Health. The ideal candidate will possess a strong understanding of machine learning, linguistics, and programming, with the ability to work in a fast-paced, collaborative environment.

About the Role

This is an exciting opportunity for a Senior NLP Engineer to lead the development, implementation, and optimization of cutting-edge NLP models and algorithms. You will be responsible for designing and developing state-of-the-art NLP models for tasks such as text classification, entity recognition, sentiment analysis, and language generation.

Key Responsibilities:
  • Model Development:
    • Design and develop NLP models for various tasks using machine learning and deep learning techniques.
    • Fine-tune large language models like GPT, BERT, or similar for domain-specific applications.
    • Create and maintain multilingual NLP pipelines tailored for regional languages.
  • Data Preprocessing and Annotation:
    • Develop robust data preprocessing pipelines, including tokenization, stemming, and lemmatization.
    • Collaborate with domain experts to annotate datasets and create custom ontologies.
  • Algorithm Optimization:
    • Optimize NLP algorithms for scalability and performance on edge devices and cloud platforms.
    • Implement efficient data representation techniques, including word embeddings and contextual embeddings.
  • Integration and Deployment:
    • Integrate NLP models with existing systems and applications, ensuring compatibility and scalability.
    • Deploy NLP solutions in production environments with robust monitoring and error-handling mechanisms.
  • Research and Innovation:
    • Stay updated with the latest advancements in NLP and machine learning.
    • Experiment with new architectures and techniques to improve model performance and user experience.
  • Collaboration:
    • Work closely with data scientists, software engineers, and product managers to align NLP solutions with business goals.
    • Document processes, results, and best practices for internal knowledge sharing.
Requirements

To be successful in this role, you will need:

  • A Bachelor's or Master's degree in Computer Science, Engineering, or related field.
  • Strong analytical skills and research and development experience.
  • Process engineering expertise and signal processing knowledge.
  • Excellent communication and collaboration skills.
What We Offer

O-Health offers a competitive salary range of $120,000 - $180,000 per year, depending on experience. We also offer a comprehensive benefits package, including health insurance, retirement savings plan, and paid time off.



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