Científico de Datos Senior II

LexisNexis Risk Solutions; México; Híbrido; MXN 400,000 - 600,000; Jornada completa

Descripción de la vacante

A leading global provider is seeking a Data Scientist to develop applications tailored for legal use. The role involves solving customer problems using large datasets and collaborating with cross-functional teams. Candidates should have a strong background in machine learning, be bilingual in English and Spanish, and possess experience with large language models.

Servicios

Savings Fund

Life Insurance

Meal/Grocery Voucher

Flexible working hours

Formación

• Bilingual English and Spanish required.
• Practical experience with LLMs and prompt engineering.
• Proficiency with NLP libraries such as spaCy, BERT, etc.

Responsabilidades

• Develop and implement LLM-based applications for legal use-cases.
• Collaborate with legal experts to ensure ML-applications meet needs.
• Conduct experiments to evaluate model performance and improve solutions.

Conocimientos

Natural Language Processing

Large Language Models

Python

Machine Learning

Data Modeling

Educación

MS in Data Science

Computer Science

Statistics

Herramientas

AWS

GCP

Azure

PyTorch

Tensorflow

Descripción del empleo

Are you looking to develop your Data Scientist career?

Would you like to develop applications tailored to legal use-causes?

About our Team

LexisNexis Legal & Professional, which serves customers in more than 150 countries with 11,800 employees worldwide, is part of RELX , a global provider of information-based analytics and decision tools for professional and business customers. Our company has been a long-time leader in deploying AI and advanced technologies to the legal market to improve productivity and transform the overall business and practice of law, deploying ethical and powerful generative AI solutions with a flexible, multi-model approach that prioritizes using the best model from today’s top model creators for each individual legal use case.

About the Role

As a Data Scientist on our team, you will work on new product development in a small team environment writing production code in both run-time and build-time environments. You will help propose and build data-driven solutions for high-value customer problems by discovering, extracting, and modeling knowledge from large-scale natural language datasets including matter and contract repository, invoice/legal spend data and work management. You will prototype new ideas, collaborating with other data scientists as well as product designers, data engineers, front-end developers, and a team of expert legal data annotators. You will get the experience of working in a start-up culture with the large datasets and many other resources of an established company.

Responsibilities:

• Develop and implement LLM-based applications tailored for legal use-cases
• Evaluate and help maintain our data assets and training/evaluation data sets
• Design and build pipelines for preprocessing, annotating, and managing legal document datasets
• Collaborate with legal experts to understand requirements and ensure ML-applications meet domain-specific needs
• Conduct experiments and evaluate model performance to drive continuous improvements
• Fine-tune and deploy large language models to enhance their performance on legal text processing tasks
• Interface with other technical personnel or team members to finalize requirements.
• Work closely with other development team members to understand complex product requirements and translate them into software designs.
• Successfully implement development processes, coding best practices, and code reviews for production environments.

Requirements:

• Able to work in person 2 days per week
• Bilingual English and Spanish
• 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 relevant work experience
• Practical experience in Natural Language Processing methods and libraries such as spaCy, word2vec, Flair, BERT (ways to vectorize text data)
• 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

Work in a way that works for you

We promote a healthy work/life balance across the organization. We offer an appealing working prospect for our people. With numerous wellbeing initiatives, shared parental leave, study assistance and sabbaticals, we will help you meet your immediate responsibilities and your long-term goals.

• Working flexible hours - flexing the times when you work in the day to help you fit everything in and work when you are the most productive

Working for you

We know that your well-being and happiness are key to a long and successful career. These are some of the benefits we are delighted to offer:

• Savings Fund
• Life Insurance
• Meal/Grocery Voucher

About the Business

LexisNexis Legal & Professional provides legal, regulatory, and business information and analytics that help customers increase their productivity, improve decision-making, achieve better outcomes, and advance the rule of law around the world. As a digital pioneer, the company was the first to bring legal and business information online with its Lexis and Nexis services.

We are committed to providing a fair and accessible hiring process. If you have a disability or other need that requires accommodation or adjustment, please let us know by completing our Applicant Request Support Form or please contact 1-855-833-5120.

Criminals may pose as recruiters asking for money or personal information. We never request money or banking details from job applicants. Learn more about spotting and avoiding scams here .

We are an equal opportunity employer: qualified applicants are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientation, gender identity, genetic information, or any other characteristic protected by law.

LexisNexis Legal & Professional is a leading global provider of legal, regulatory and business information and analytics that help customers increase productivity, improve decision-making and outcomes, and advance the rule of law around the world. We help lawyers win cases, manage their work more efficiently, serve their clients better and grow their practices. We assist corporations in better understanding their markets and preventing bribery and corruption within their supply chains. We partner with leading global associations and customers to help collect evidence against war criminals and provide tools to combat human trafficking. We endeavour to advance the rule of law across the world.Our teams are combining unparalleled legal and business information with analytics and technology to advance what’s possible for the way our customers work and to advance what’s possible in the world by strengthening the rule of law.