NLP Data Scientist
2 weeks ago
Job Title: NLP Data Scientist
About the Role:
We are seeking a highly skilled and motivated NLP Data Scientist to join our team at Arting Digital. As a key member of our data science team, you will be responsible for developing and deploying AI models that can process and analyze large amounts of unstructured data.
Responsibilities:
- Design and implement deep learning architectures for specific use cases such as sentiment analysis, text summarization, and question answering.
- Build and train custom neural networks using PyTorch and TensorFlow, leveraging their dynamic computation graphs and flexibility for research and experimentation.
- Train large models like transformers (e.g., BERT, GPT, T5) using large-scale datasets, efficiently handling high computational requirements for these models, potentially using cloud services (AWS, GCP) or GPUs.
- Fine-tune pre-trained models like BERT, GPT-3, or other LLMs on task-specific data to improve performance on downstream applications.
- Evaluate model performance using metrics such as accuracy, F1 score, BLEU score (for text generation), or perplexity, performing cross-validation and hyperparameter optimization.
Requirements:
- 6+ years of experience in NLP and deep learning, with a strong background in machine learning algorithms and software development.
- Experience with PyTorch and TensorFlow, including knowledge of their strengths and weaknesses.
- Strong understanding of neural network architectures and ability to design and implement custom models.
- Experience with transformer models and their applications in NLP.
- Ability to work effectively in a team environment, communicating complex technical ideas to non-technical stakeholders.
Benefits:
- Competitive salary: $180,000 per year.
- Opportunities for professional growth and development.
- A collaborative and dynamic work environment.
About Us:
Arting Digital is a leading provider of AI-powered solutions, dedicated to helping organizations unlock the full potential of their data. We are passionate about innovation and committed to delivering exceptional results for our clients.
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