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

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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