Senior MLOps Engineer - Productionize GenAI & ML at Scale

Insight Global; Ciudad de México; In loco; MXN 1.000.000 - 1.800.000; Tempo pieno

Descrizione del lavoro

Insight Global in Mexico City is seeking a Senior MLOps Engineer to productionize and scale ML, search, and GenAI solutions within a shared Data Science platform. You will collaborate with data scientists and engineers to move models from development to production, supporting the entire lifecycle and building reliable cloud-based solutions.

Day-to-day work includes feature engineering, model training and evaluation, LLM assessment, and large-scale data processing using PyTorch, TensorFlow,

Competenze

• 3-5+ years in ML engineering or production ML.
• Experience shipping ML/search/GenAI systems to production.
• Strong Python, Java, and/or Scala engineering skills.
• Hands-on AWS, Azure, and/or Google Cloud experience.
• Familiar with PyTorch, TensorFlow, PySpark, Spark.
• Knowledge of NLP and ML evaluation metrics.

Mansioni

• Productionize and scale ML models in a shared DS platform.
• Collaborate with data scientists and engineers across lifecycles.
• Evaluate LLMs and manage data processing at scale.
• Work with vector/graph search technologies.

Conoscenze

ML Engineering

MLOps

Python

Java/Scala

NLP

Cloud experience

Data Science lifecycle

Model evaluation

Strumenti

Elasticsearch/OpenSearch/Solr

Neo4j

PyTorch

TensorFlow

PySpark

Spark

Descrizione del lavoro

Insight Global in Mexico City is seeking a Senior MLOps Engineer to productionize and scale ML, search, and GenAI solutions within a shared Data Science platform. You will collaborate with data scientists and engineers to move models from development to production, supporting the entire lifecycle and building reliable cloud-based solutions.

Day-to-day work includes feature engineering, model training and evaluation, LLM assessment, and large-scale data processing using PyTorch, TensorFlow,