Senior NLP Engineer for Multilingual Applications

3 days ago


Bengaluru, Karnataka, India O-Health Full time
Job Overview
O-Health is seeking a highly skilled Senior Natural Language Processing (NLP) Engineer to develop and implement cutting-edge NLP models and algorithms. The ideal candidate will possess a strong understanding of machine learning, linguistics, and programming with the ability to work in a fast-paced environment.

Salary Range: $120,000 - $180,000 per year

Key Responsibilities:
1. Model 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 (LLMs) like GPT, BERT, or similar for domain-specific applications.
- Create and maintain multilingual NLP pipelines tailored for regional languages.

2. 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.

3. 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.

4. 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.

5. 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.

6. 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.

Required Skills and Qualifications:
- Analytical Skills and Research and Development (R&D) 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

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