Lead Data Scientist (NLP)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Lead Data Scientist (NLP): Spearheading the development of state-of-the-art NLP and LLM solutions for financial compliance and surveillance systems with an accent on misconduct detection and regulatory risk analysis. Focus on designing, training, and deploying transformer-based models while mentoring team members and bridging the gap between research and production.
Location: Must be based in the US (Remote)
Salary: $166,000–$214,000 per year
Company
empowers organizations in regulated industries to manage risk and unleash intelligence in their digital communications through innovative AI-driven compliance solutions.
What you will do
- Lead the design, training, and deployment of NLP and transformer-based models for financial surveillance.
- Analyze large datasets to uncover insights supporting statistical methods and machine learning algorithms.
- Contribute to model governance, documentation, and explainability frameworks.
- Provide technical guidance and mentorship to junior team members on model development and EDA.
- Collaborate with Product Managers to translate requirements into technical tasks.
- Optimize and improve existing machine learning models and analytics workflows.
Requirements
- Must be based in the US.
- Strong understanding of financial markets, compliance, surveillance, or regulatory technology.
- Proficiency in deep learning frameworks such as PyTorch, TensorFlow, or Keras.
- Deep knowledge of NLP transfer learning, word embeddings, and transformer models (BERT, GPT-x).
- Experience with NLP toolkits like NLTK, spaCy, or Nvidia NeMo.
- Familiarity with microservices architecture, Docker, and Kubernetes.
Nice to have
- Master’s or PhD in Computer Science, Applied Math, or Statistics.
- Experience with cloud platforms (AWS, GCS, Azure).
- Background in automated supervision or compliance tools.
Culture & Benefits
- Global organization focused on innovation and purpose-driven AI development.
- Commitment to diversity and fostering an authentic work environment.
- Recognized as a Best Place to Work by Comparably.
- Opportunities for professional development and mentorship.
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