Senior Data Scientist II
hace 1 mes
We are seeking a highly skilled Data Scientist to join our team at LexisNexis Risk Solutions. As a Data Scientist, you will play a key role in developing and implementing data-driven solutions for high-value customer problems.
Responsibilities include:
- Developing and implementing large language models for legal use cases
- Evaluating and maintaining data assets and training/evaluation data sets
- Designing and building pipelines for preprocessing, annotating, and managing legal document datasets
- Collaborating with legal experts to understand requirements and ensure ML-applications meet domain-specific needs
- Conducting experiments and evaluating model performance to drive continuous improvements
- Fine-tuning and deploying large language models to enhance their performance on legal text processing tasks
- Interface with other technical personnel or team members to finalize requirements
Requirements include:
- Practical experience with large language models, prompt engineering, fine-tuning RAG-based applications and benchmarking, using frameworks such as LangChain
- MS in Data Science, Computer Science, Statistics, Machine Learning, or related field or relevant work experience
- Practical experience in Natural Language Processing methods and libraries such as spaCy, word2vec, Flair, BERT
- Formal training in machine learning: dimensionality reduction, clustering, embeddings, and sequence classification algorithms
- Strong Python background
- Knowledge of AWS, GCP, Azure, or other cloud platform
- Understanding of data modeling principles and complex data models
- Proficiency with relational and NoSQL databases as well as vector stores (e.g., MySQL, Postgres, Solr, Elasticsearch/OpenSearch)
- Knowledge of Spark-Scala, Ray or other distributed computing systems highly preferred
- Knowledge of API development, containerization, and machine learning deployment highly preferred
- Experience with ML Ops/AI Ops including experiment tracking tools like LangFuse and DVC
- Experience with deep learning frameworks such as PyTorch, Tensorflow and Hugging Face Transformers
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. If you are a motivated and experienced Data Scientist looking for a new challenge, please submit your application.
We are an equal opportunity employer and welcome applications from diverse candidates. We are committed to creating an inclusive and supportive work environment.
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