Lead ML Engineer — Personalization at Scale

Launch Potato; Guanajuato; A distancia; MXN 2,197,000 - 2,930,000; Jornada completa

Descripción de la vacante

A digital media company is seeking a Machine Learning Engineer to build personalization engines for its portfolio of brands. This role involves designing, deploying, and optimizing ML systems that serve millions of predictions daily. The ideal candidate should have extensive experience in ML and data-driven personalization. A strong background in ranking algorithms and proficiency in relevant technologies is essential for success in this role.

Formación

• 7+ years building large-scale ML systems with measurable impact.
• Experience deploying systems for 100M+ predictions daily.
• Strong background in ranking algorithms like collaborative filtering.

Responsabilidades

• Drive business growth by optimizing recommendation systems.
• Own modeling, feature engineering, and data pipelines.
• Enhance data processing pipelines for efficiency.

Conocimientos

Building and scaling production ML systems

Fluency in ranking algorithms

Proficiency with Python

Skilled with SQL

Experience with A/B testing

Familiarity with distributed computing

Track record of improving business KPIs

Experience deploying ML systems

Herramientas

TensorFlow

PyTorch

SQL

Spark

Ray

MLflow

W&B

Snowflake

BigQuery

Redshift

Descripción del empleo

A digital media company is seeking a Machine Learning Engineer to build personalization engines for its portfolio of brands. This role involves designing, deploying, and optimizing ML systems that serve millions of predictions daily. The ideal candidate should have extensive experience in ML and data-driven personalization. A strong background in ranking algorithms and proficiency in relevant technologies is essential for success in this role.