NLP Model Development and Optimization Specialist

1 week ago


Bengaluru, Karnataka, India O-Health Full time
Role Description

We are seeking a highly skilled Natural Language Processing (NLP) Engineer to lead the development, implementation, and optimization of cutting-edge NLP models and algorithms for real-world challenges in healthcare, finance, and other industries.

About O-Health

O-Health is a leading health technology company dedicated to revolutionizing the way healthcare services are delivered. Our mission is to harness the power of artificial intelligence and machine learning to improve patient outcomes and enhance the overall quality of care.

Job Summary

We are looking for an experienced NLP Engineer to join our team and contribute to the development of innovative NLP solutions. 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.

Key ResponsibilitiesModel Development
  • Design and develop state-of-the-art NLP models for tasks such as text classification, entity recognition, sentiment analysis, and language generation.
  • 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
  • Strong analytical skills and research and development experience.
  • Process engineering expertise.
  • Signal processing knowledge.
  • Experience in chemical engineering.
  • Strong problem-solving abilities and attention to detail.
  • Excellent communication and collaboration skills.
  • Bachelor's or Master's degree in Computer Science, Engineering, or related field.
Salary Range

$120,000 - $180,000 per year, depending on experience.



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