Senior Ml Engineer

**Senior ML Engineer -**:- Mexico City, Mexico- Information Technology- **Job Description**:**About The Role**:**Grade Level (for internal use)**:10**S&P Enterprise Data Organization****Senior ML Engineer**- Job Description**The Team**: As a member of the Data Transformation - Cognitive Engineering team you will work on building and deploying 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 deployment of 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.**What’s in it for you**:Be a part of a global company and build solutions at enterprise scale Lead a highly skilled and technically strong team (including leadership) Contribute to solving high complexity, high impact problems Build production ready pipelines from ideation to deployment**Responsibilities**:- Design, Develop and Deploy ML powered products and pipelines- Mentor a team of Senior and Junior data scientists / ML Engineers in delivering large scale projects- Play a central role in all stages of the AI product development life cycle, including:- Designing Machine Learning systems and model scaling strategies- Research & Implement ML and Deep learning algorithms for production- Run necessary ML tests and benchmarks for model validation- Fine-tune, retrain and scale existing model deployments- Extend existing ML library’s and write packages for reproducing components- Partner with business leaders, domain experts, and end-users to gain business understanding, data understanding, and collect requirements- Interpret results and present them to business leaders- Manage production pipelines for enterprise scale projects- Perform code reviews & optimization for your projects and team- Lead and mentor by example, including project scrums**Technical Requirements**:- Proven track record as a senior / lead ML engineer- Expert proficiency in Python (Numpy, Pandas, Spacy, Sklearn, Pytorch/TF2, HuggingFace etc.)- Excellent exposure to large scale model deployment strategies and tools- Excellent knowledge of ML & Deep Learning domain- Solid exposure to Information Retrieval, Web scraping and Data Extraction at scale- Exposure to the following technologies - R-Shiny/Dash/Streamlit, SQL, Airflow, Redis, Celery, Flask/Django/FastAPI, Scrapy- Experience with SOTA models related to NLP and expertise in text matching techniques, including sentence transformers, word embeddings, and similarity measures- Open to learning new technologies and programming languages as required- A Master’s / PhD from a recognized institute in a relevant specialization**Good to have**:- 5+ years of relevant experience in ML Engineering- Prior substantial experience from the Economics/Financial industry- Prior work to show on Github, Kaggle, StackOverflow etc.Location: Mexico City (2 days onsite)**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 business. We care about our people. That’s why we provide everything you—and your career—need to thrive at S&P Global.Our benefits include:- Health & Wellness: Health care coverage designed for the mind and body.- Flexible Downtime: Generous time off helps keep you energized for your time on.- Continuous Learning: Access a wealth of resources to grow your career and learn valuable new skills.- Invest in Your Future: Secure your financial future through competitive