AI/ML Developer, Airline Services

Position overview

We are looking for our next Machine Learning Engineer for the Advanced Analytics team for one of our clients. This professional will be responsible for promoting the execution of the company through our Data Products. They connect models with the real world and are in charge of both making them available in a highly scalable environment and connecting their interactions with reality.

Responsibilities

Work directly with the Data Scientists team to put Machine Learning models into production by creating and using ML pipelinesCollection of large volumes and varied data setsCollection of interaction with reality for subsequent retrainingBuild the necessary components to serve our models and enable them to interact with the rest of the company in a real and highly scalable environmentWork very closely with Data Scientists looking for efficient ways to monitor, operate, and give explainability to the modelsPromote a technical culture by boosting the MLOps level of our data products

Requirements

At least 3 years of experience in work environments as a Software Engineer, Data Engineer, or ML EngineerExperience with GCP, especially Vertex AI, BigQuery ML, and AutoMLSolid experience with Python and Software Engineer best practicesUNIX environments, using CI/CD and Docker pipelinesExperience with Large Language Models (LLM)Experience with Prompt Engine Patterns and/or Vector DB – Nice to have at least one of them.Excellent analytical skills related to working with unstructured data sets, and advanced knowledge of SQL, including query optimizationUnderstanding of the complete life flow of Machine Learning modelsExcellent communication skills and collaborative work experience

Nice to have

Experience in building and optimizing highly scalable data pipelines, message queues, and big data architecturesExperience configuring CI/CD pipelinesAbility to visualize possible improvements, problems, and solutions for architecturesAdvanced oral and written English

Key Skills

• Machine Learning