
AI/ML Engineer
1 day ago
IT Support and Technology
Full Time
India
Jobs
AI/ML Engineer
Seeking an experienced AI/ML Engineer specializing in NLP and LLMs to develop innovative AI solutions, with focus on document processing, conversational AI, and RAG systems. The role combines modern AI/ML engineering practices with practical business applications.
Key Responsibilities:
Design and develop applications using NLP and LLM technologies for various business needs
Create intelligent document processing systems using NLP techniques
Implement conversational AI solutions and chatbots
Implement and optimize prompt engineering techniques for accurate query generation
Create language understanding and semantic search applications
Monitor and evaluate model performance and accuracy
Design and implement RAG architectures for various business applications
Fine-tune language models based on specific application requirements, adapting them to the company's domain, data, and user needs
Work closely with data scientists, product managers, and software engineers to understand application requirements, translate them into actionable development tasks, and deliver robust NLP-based applications
Stay up to date on the latest in NLP and LLM advancements, conducting experiments to evaluate the feasibility and potential impact of new techniques on applications
Qualifications:
Bachelor's or Master's degree in Computer Science, Data Science, or a related field
Strong foundation in machine learning, deep learning, and NLP concepts
Experience with NLP frameworks and tools (NLTK, spaCy, Hugging Face Transformers)
Experience with large language models (LLMs) and their applications
Hands-on experience deploying LLMs in production environments
Familiarity with data preprocessing, model training, and fine-tuning techniques
Strong coding skills in Python and proficiency in using RESTful APIs
Experience working with cloud platforms such as AWS, for deploying and scaling machine learning models
Familiarity with vector databases, semantic search, or similar NLP-enhanced database technologies
Knowledge of reinforcement learning for NLP applications
Experience building production RAG systems
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