Data Scientist

**Data Scientist**:- Mexico City, Mexico- Information Technology- **Job Description**:**About The Role**:**Grade Level (for internal use)**:09**S&P**E**nterprise Data Organization****Data Scientist****The Team**:As a member of the Data Transformation team you will work on building ML powered products and capabilities to power natural language understanding, data extraction, information retrieval and data sourcing solutions for S&P Global Market Intelligence and our clients. You will spearhead development of production-ready AI products and pipelines while leading-by-example in a highly engaging work environment. You will work in a (truly) global team and encouraged for thoughtful risk-taking and self-initiative.**The Impact**:- The Data Transformation team has already delivered breakthrough products and significant business value over the last 3 years.- In this role you will be developing our next generation of new products while enhancing existing ones aiming at solving high-impact business problems.**What’s in it for you**:- Be a part of a global company and build solutions at enterprise scale- Collaborate with a highly skilled and technically strong team- Contribute to solving high complexity, high impact problems**Key Responsibilities**- Design, Develop and Deploy ML powered products and pipelines- Play a central role in all stages of the data science project life cycle, including:- Identification of suitable data science project opportunities- Partnering with business leaders, domain experts, and end-users to gain business understanding, data understanding, and collect requirements- Evaluation/interpretation of results and presentation to business leaders- Performing exploratory data analysis, proof-of-concept modelling, model benchmarking and setup model validation experiments- Training large models both for experimentation and production- Develop production ready pipelines for enterprise scale projects- Perform code reviews & optimization for your projects and team- Spearhead deployment and model scaling strategies- Stakeholder management and representing the team in front of our leadership- Leading and mentoring by example including project scrums**What We’re Looking For**:- 2+ years of professional experience in Data Science domain- Expertise in Python (Numpy, Pandas, Spacy, Sklearn, Pytorch/TF2, HuggingFace etc.)- Experience with SOTA models related to NLP and expertise in text matching techniques, including sentence transformers, word embeddings, and similarity measures- Expertise in probabilistic machine learning model for classification, regression & clustering- Strong experience in feature engineering, data preprocessing, and building machine learning models for large datasets.- Exposure to Information Retrieval, Web scraping and Data Extraction at scale- OOP Design patterns, Test-Driven Development and Enterprise System design- SQL (any variant, bonus if this is a big data variant)- Linux OS (e.g. bash toolset and other utilities)- Version control system experience with Git, GitHub, or Azure DevOps.- Problem-solving and debugging skills- Software craftsmanship, adherence to Agile principles and taking pride in writing good code- Techniques to communicate change to non-technical people**Nice to have**- Prior work to show on Github, Kaggle, StackOverflow etc.- Cloud expertise (AWS and GCP preferably)- Expertise in deploying machine learning models in cloud environments- Familiarity in working with LLMsLocation: Mexico City (Santa Fe, 2 days onsite a week)**What’s In It For**You?****Our Purpose**:Progress is not a self-starter. It requires a catalyst to be set in motion. Information, imagination, people, technology-the right combination can unlock possibility and change the world.Our world is in transition and getting more complex by the day. We push past expected observations and seek out new levels of understanding so that we can help companies, governments and individuals make an impact on tomorrow. At S&P Global we transform data into Essential Intelligence®, pinpointing risks and opening possibilities. We Accelerate Progress.**Our People**:We're more than 35,000 strong worldwide—so we're able to understand nuances while having a broad perspective. Our team is driven by curiosity and a shared belief that Essential Intelligence can help build a more prosperous future for us all.**Our Values**:**Integrity, Discovery, Partnership**At S&P Global, we focus on Powering Global Markets. Throughout our history, the world's leading organizations have relied on us for the Essential Intelligence they need to make confident decisions about the road ahead. We start with a foundation of **integrity** in all we do, bring a spirit of **discovery** to our work, and collaborate in close **partnership** with each other and our customers to achieve shared goals.**Benefits**:**We take care of you, so you can take care of bu