Associate AI/ML Engineer - Data-Driven Solutions

SGV & Co.; Makati; Presencial; PHP 600.000 - 1.100.000; Jornada completa

Descripción de la vacante

SGV & Co. is seeking an Associate in Technology Consulting to support clients’ technology initiatives.

You will gain hands-on experience across a variety of technologies and tools, working with senior professionals in a collaborative environment to deliver innovative projects. You will analyze requirements, build data pipelines, apply simple AI/ML approaches, and contribute to engineering delivery while adhering to data privacy and governance standards.

Formación

• Bachelor’s degree in computer science, statistics, mathematics, data science, engineering, or a related quantitative field.
• Ability to write and debug Python on your own for a small data or modeling task.
• Working knowledge of SQL, relational databases, and tabular data manipulation.
• Foundations in probability, statistics, and linear algebra.
• Understanding of core machine learning concepts, including supervised and unsupervised learning, features and representations, training and validation, overfitting, data leakage, and evaluation metrics.
• Evidence of completing a data or ML project and explaining problem, contribution, approach, evaluation, and limitations.
• Structured problem-solving: break unfamiliar problems into steps, compare alternatives, test assumptions.
• Clear communication, openness to feedback, and willingness to learn through experimentation and collaboration.

Responsabilidades

• Understand the problem: analyze business requirements and translate into technical requirements; clarify objectives and success criteria.
• Prepare and explore data: use Python and SQL to clean, transform, and analyze data; validate data quality.
• Support data and AI foundations: build data pipelines and models for storage, integration, and model development.
• Build practical solutions: implement baselines and AI/ML approaches; projects may involve prediction, clustering, recommendations, document intelligence.
• Evaluate and improve: select metrics, validate, analyze errors, and measure impact of data/model changes.
• Contribute to engineering delivery: write readable code, debug, document experiments, participate in reviews; under guidance support CI/CD and deployment.
• Explain results: communicate assumptions, trade-offs, and implications clearly.
• Work responsibly: follow data privacy, quality, governance, and responsible AI principles.

Conocimientos

Python

SQL

Data analysis

Machine learning

Deep learning

Data architecture

Cloud computing

Git

PyTorch

TensorFlow

Pandas

NumPy

Scikit-learn

Communication

Structured problem-solving

Educación

Bachelor’s degree in CS/Statistics/Math/Data Science/Engineering

Herramientas

Git

PyTorch

TensorFlow

Pandas

NumPy

Scikit-learn

Azure

Descripción del empleo

SGV & Co. is seeking an Associate in Technology Consulting to support clients’ technology initiatives.

You will gain hands-on experience across a variety of technologies and tools, working with senior professionals in a collaborative environment to deliver innovative projects. You will analyze requirements, build data pipelines, apply simple AI/ML approaches, and contribute to engineering delivery while adhering to data privacy and governance standards.