Senior NLP Developer.
Artmac · Prosper, TX · 2 wk ago
On-siteEngineeringContract
Job Type: W2/C2C • Experience: 8+ Years • Location: Prosper, Texas
About the role
Artmac Soft is a technology consulting and service-oriented IT company that provides innovative technology solutions and services to customers.
Responsibilities
- 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.
Skills
- 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
Qualifications
Bachelor's degree or equivalent combination of education and experience.