Senior NLP Developer
Artmac Soft LLC
Prosper, TX, United States
21 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
8 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Data Transformation
Text Processing
Information Extraction
Python (Programming Language)
Machine Learning
Language Modeling
Natural Language Processing
Named Entity Recognition
Tensorflow
Search Technologies
Sentiment Analysis
+8 more
Pytorch
Retrieval-Augmented Generation
Large Language Models
Scikit Learn
HuggingFace
Document Classification
GPT
Natural Language Generation
Requirements
- 8+ years of experience in NLP, Machine Learning, AI,
- Strong proficiency in Python.
- Strong hands-on experience with Natural Language Processing.
- Experience with Transformers and Hugging Face.
- Strong understanding of LLMs and language models.
- Experience with text embeddings and semantic search.
- Experience with Named Entity Recognition (NER), tokenization, text preprocessing, and information extraction.
- Experience with fine-tuning, evaluating, and optimizing NLP and LLM models using appropriate evaluation metrics.
- Experience developing RAG solutions.
- Familiarity with PyTorch, TensorFlow, or Scikit-learn.
- Design and develop advanced Natural Language Processing (NLP) solutions.
- Develop NLP models for text classification, entity extraction, semantic search, sentiment analysis, document understanding, and text generation.
- Work extensively with Transformer-based models and Large Language Models (LLMs).
- Use Hugging Face Transformers and related libraries to develop and fine-tune language models.
- Develop and optimize text embeddings for semantic search, similarity matching, and retrieval applications.
- Design and implement RAG (Retrieval-Augmented Generation) pipelines.
- Develop NLP pipelines for structured and unstructured text processing.
Qualification: Bachelor’s degree or equivalent combination of education and experience.
About the company
Artmac Soft is a technology consulting and service-oriented IT company that provides innovative technology solutions and services to customers.
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