Senior AI/ML Engineer — Scale ML for Retail (Hybrid)

RecruitNest Consulting; Makati; Hybride; PHP 1 200 000 - 1 800 000; Plein temps

Résumé du poste

RecruitNest Consulting is seeking a Senior Machine Learning Engineer to design, develop, and scale ML solutions across the full lifecycle, from data prep to deployment, with close collaboration with data scientists, engineers, and business stakeholders.

You will build and optimize training workflows, validate datasets, and monitor model performance across markets while leveraging Azure ML and SQL for data insights. Hybrid setup in Makati supports collaboration and scalable AI initiatives.

Qualifications

• Bachelor's Degree in Computer Science, Information Technology, Data Science, or a related field.
• At least 3 years of experience in Machine Learning Engineering, AI Engineering, or a similar technical role.
• Strong proficiency in Python and experience developing scalable applications and data pipelines.
• Hands-on experience with machine learning and data processing libraries such as scikit-learn, NumPy, pandas, Polars, and PyArrow.
• Practical experience with deep learning frameworks, preferably PyTorch.
• Strong SQL knowledge with the ability to perform complex data analysis and extraction.
• Experience using Azure Machine Learning or comparable cloud-based machine learning services.
• Understanding of software engineering fundamentals, including source control, code reviews, and collaborative development practices.
• Strong communication skills with the ability to create clear technical documentation.

Responsabilités

• Review, validate, and enhance training datasets to improve model accuracy and consistency.
• Design, build, and maintain scalable machine learning and data processing workflows.
• Create evaluation methodologies to assess model performance across multiple markets, datasets, and business contexts.
• Monitor model outcomes and recommend enhancements to improve effectiveness and efficiency.
• Run experiments involving feature development, model selection, hyperparameter optimization, and data enrichment techniques.
• Develop AI and computer vision solutions that address complex business requirements.
• Deploy and operationalize machine learning models within production environments.
• Support testing, monitoring, documentation, and continuous improvement of deployed models.
• Manage machine learning workloads and training processes within cloud-based platforms, primarily Azure.
• Utilize SQL to analyze large datasets and generate meaningful insights.
• Work closely with engineering teams to improve automation, reproducibility, and development best practices.

Connaissances

Python

scikit-learn

NumPy

pandas

Polars

PyArrow

PyTorch

SQL

Azure Machine Learning

Formation

Bachelor's Degree in Computer Science, Information Technology, Data Science, or related field

Outils

MLflow

Optuna

PyTorch Lightning

Description du poste

RecruitNest Consulting is seeking a Senior Machine Learning Engineer to design, develop, and scale ML solutions across the full lifecycle, from data prep to deployment, with close collaboration with data scientists, engineers, and business stakeholders.

You will build and optimize training workflows, validate datasets, and monitor model performance across markets while leveraging Azure ML and SQL for data insights. Hybrid setup in Makati supports collaboration and scalable AI initiatives.