Senior Machine Learning Engineer
2 weeks ago
Do you want to take the first step in making Filipinos' lives better everyday? Here in GCash we want to stay at the forefront of the FinTech industry by creating innovative, meaningful, and convenient financial solutions for the nation G ka ba? Join the G Nation today
We are looking for a Senior Machine Learning Engineer with a strong quantitative foundation, exceptional software engineering skills, and a proven track record of architecting and deploying impactful machine learning models at scale. You will serve as a technical leader, mentor, and innovator, driving the technical vision for machine learning across the organization.
If you are passionate about solving complex problems and building robust, scalable AI solutions, we encourage you to apply.
You will responsible for the following:
Leads the design, development, and implementation of scalable Machine Learning systems
Conducts data analysis and modeling using large and complex data sets
Ensures accuracy and effectiveness of ML systems and algorithms through continuous training and retraining
Architect and evolve our core ML frameworks, libraries, and workflows to accelerate development velocity and improve system performance and reliability.
Establish and enforce ML engineering best practices, setting the standards for code quality, model validation, documentation, and operational excellence.
Drive innovation by identifying, prototyping, and advocating for novel ML applications and data strategies that create significant business value.
Act as a key technical leader and mentor, collaborating with product managers, researchers, and engineers to guide complex projects from ambiguity to successful delivery.
We are looking for:
Bachelor's or Master's Degree in a quantitative field such as statistics, engineering, or computer science
At least 2 years of experience in software and model development in a data or machine learning team in a production environment
A proven portfolio of delivering high-impact machine learning models that have solved critical business challenges at scale.
Proficiency in cloud computing platforms like AWS, Google Cloud, or AlibabaCloud
Excellent software engineering skills across multiple languages, including Python, SQL, Scala
Deep experience with major machine learning frameworks (e.g., TensorFlow, PyTorch, JAX) and libraries (e.g., scikit-learn, XGBoost).
Solid understanding of software engineering best practices and their appropriate application
Demonstrated experience designing and managing complex data and model pipelines using orchestration tools like Airflow, Kubeflow Pipelines, or Flyte.
Knowledge of containerization and orchestration tools like Docker and Kubernetes for machine learning deployment
Exceptional communication and leadership skills, with the ability to mentor junior engineers and articulate complex technical concepts to diverse stakeholders.
A forward-thinking mindset to anticipate and leverage emerging technologies and research to maintain our competitive edge
What We Offer
Opportunity for career growth and development in the #1 FinTech company in the country Working with a dynamic and highly collaborative team who want to change the game A company that values their people with highly competitive and flexible compensation and benefits package
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