Natural Language Processing Researcher
Core
Researching NLP techniques and LLMs on large text corpora to identify features in real-time text feeds for predicting financial market behavior.
Role type
NLP Researcher
Builds
Predictive models for financial market behavior using NLP and LLMs
Domain
Financial technology / Natural Language Processing
Deliverable
production ML models
Required skills
NLP, machine learning, deep learning, Python, PyTorch, vLLM, Text Embeddings, Sentiment Analysis, Named Entity Recognition, Knowledge Graphs, Multilingual Text, Topic Extraction, Domain Adaptive PreTraining, Instruction Fine Tuning, quantisation, Low Rank Adaptation
Preferred skills
Publication at ACL, EMNLP, NeurIPS, ICML
Technologies
PyTorch, vLLM
Responsibilities
Adapt LLMs to domain-specific tasks, apply ML methods to NLP tasks, implement theoretical insights as working code
Seniority
Mid-Senior, research-focused IC