Senior ML Engineer

OSTTRA; Ciudad de México; Híbrido; MXN 1,457,000 - 1,823,000; Jornada completa

Descripción de la vacante

A leading data solutions provider is seeking a Senior ML Engineer in Mexico City. This role involves designing and deploying ML-powered products, mentoring teams, and managing production pipelines. The ideal candidate has a Master's or Ph.D. in a relevant field, extensive experience with Python and ML techniques, and is adept at collaborating with business leaders to deliver impactful solutions. This position includes two days onsite work per week and promises an innovative environment.

Formación

• Proven track record as a senior/lead ML engineer.
• Expert proficiency in Python libraries relevant to ML.
• Experience with state-of-the-art NLP models.

Responsabilidades

• Design, develop and deploy ML-powered products and pipelines.
• Mentor junior data scientists/ML engineers.
• Manage production pipelines for enterprise-scale projects.

Conocimientos

Python (NumPy, Pandas, spaCy, scikit‑learn, PyTorch/TF2, HuggingFace)

ML and deep learning knowledge

Information retrieval

Large-scale model deployment

Web scraping

Educación

Masters/PhD in a relevant specialization

Herramientas

SQL

Airflow

Flask

Descripción del empleo

About the Role

As a member of the Data Transformation - Cognitive Engineering team you will build and deploy 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.

Grade Level

10

Organization

S&P Enterprise Data Organization

Senior ML Engineer

Job Description

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.
• Design Machine Learning systems and model scaling strategies.
• Research and 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 libraries and write packages for reproducing components.
• Partner with business leaders, domain experts and end‑users to gain business and data understanding and collect requirements.
• Interpret results and present them to business leaders.
• Manage production pipelines for enterprise-scale projects.
• Perform code reviews and 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, scikit‑learn, 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 R‑Shiny / Dash / Streamlit, SQL, Airflow, Redis, Celery, Flask / Django / FastAPI, Scrapy.
• Experience with state-of-the-art 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 Masters / PhD from a recognized institute in a relevant specialization.

Good to Have

• 5 years of relevant experience in ML Engineering.
• Prior substantial experience in the economics / financial industry.
• Prior work to show on GitHub, Kaggle, StackOverflow, etc.

Location

Mexico City (2 days onsite)

Equal Opportunity Employer

S&P Global is an equal opportunity employer and all qualified candidates will receive consideration for employment without regard to race / ethnicity, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, marital status, military veteran status, unemployment status or any other status protected by law. Only electronic job submissions will be considered for employment.

If you need an accommodation during the application process due to a disability please send an email to: [email protected] and your request will be forwarded to the appropriate person.