Applied Full-Stack Data Scientist - ML & Production

Bain & Company; Santiago; On-site; CLP 25,000,000 - 40,000,000; Full time

Job summary

Bain & Company, Inc. is seeking an Associate, Full-Stack Data Scientist to design, implement, and refine models that turn multi-modal data into production solutions across diverse industries.

You will develop and deploy analytical models powering dynamic pricing, personalization, and forecasting while collaborating with AI ecosystem partners and Bain’s multidisciplinary teams. You will work on data-driven strategies, with opportunities to leverage generative AI, build production-grade code, and

Qualifications

• Advanced degree in Data Science, Computer Science, Mathematics, Engineering, Econometrics, Statistics or Information Sciences.
• Strong ML skills including gradient-boosted models, deep learning, and statistical modeling.
• Proficiency in Python and SQL; working knowledge of CI/CD and code reviews.

Responsibilities

• Build, test, and refine ML models powering production systems across pricing, personalization, and forecasting.
• Collaborate with data engineering and analytics teams to prepare data at scale.
• Translate client problems into analytical approaches and guide project scoping.
• Maintain runbooks, documentation, and reusable components across the team.

Skills

Python

SQL

CI/CD

Pytorch

Bayesian methods

causal inference

time series

model deployment

Education

Master's or PhD in Data Science / CS / Math / Engineering / Econometrics

Tools

Docker

Kubernetes

MLflow

Terraform

Job description

Bain & Company, Inc. is seeking an Associate, Full-Stack Data Scientist to design, implement, and refine models that turn multi-modal data into production solutions across diverse industries.

You will develop and deploy analytical models powering dynamic pricing, personalization, and forecasting while collaborating with AI ecosystem partners and Bain’s multidisciplinary teams. You will work on data-driven strategies, with opportunities to leverage generative AI, build production-grade code, and