NLP/LLM ML Engineer for FinTech Platform — Remote & Impact

UMO; Lisboa; Híbrido; EUR 80 000 - 120 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Remote-friendly

24 days annual leave

Home office stipend

Learning budget

Leadership pathway

Executive growth

Resumo da oferta

UMO is seeking a research-driven ML/NLP specialist to advance a unified, AI-powered money platform across fiat, crypto, and investments. You will build sentiment analysis, NER, and automated document processing systems for real-time insights, while ensuring compliance and robust production deployments.

The role emphasizes rapid prototyping to production, with a builder mindset, strong English communication, and collaboration across a multicultural team.

Qualificações

• PhD or equivalent in CS/DS with NLP/DL focus.
• Experience with NLP/financial-domain NLP desirable.

Responsabilidades

• Build and deploy NLP models for financial sentiment analysis across news, social media, and forums.
• Develop NER systems to extract tickers, company names, wallet addresses, and transaction IDs from documents and chats.
• Create pipelines to parse financial statements, whitepapers, and regulatory filings for automated research.
• Implement NLP-based fraud/ AML detection by analyzing transaction metadata and patterns.
• Fine-tune LLMs to power specialized chatbots for portfolio performance and trading rules.
• Enhance internal search with semantic search and embeddings for financial instruments and history.
• Manage MLOps lifecycle: data labeling, model training, deployment via APIs, and drift monitoring.

Conhecimentos

Python

PyTorch

Transformers

LLMs

Vector databases

Spark

Kafka

Airflow

SQL

Docker

Kubernetes

Cloud deployment

NLP

Research-to-prod

Formação académica

PhD in CS/DS focusing on NLP/DL

Master in CS/DS with NLP focus

BA in CS/DS

Ferramentas

Pinecone/Milvus/Weaviate

Airflow

Docker

Kubernetes

Spark

Kafka

Descrição da oferta de emprego

UMO is seeking a research-driven ML/NLP specialist to advance a unified, AI-powered money platform across fiat, crypto, and investments. You will build sentiment analysis, NER, and automated document processing systems for real-time insights, while ensuring compliance and robust production deployments.

The role emphasizes rapid prototyping to production, with a builder mindset, strong English communication, and collaboration across a multicultural team.