ML разработчик

Salmon Group Ltd provides financial services, focusing on the development of high-performing machine learning solutions for credit scoring, collections, antifraud, and sales.

• Own the end-to-end lifecycle of ML models, including EDA, feature generation, hypothesis testing, production deployment, and monitoring;
• Collaborate with cross-functional teams, particularly Collection and Product, to identify high-leverage modeling opportunities;
• Evaluate model performance and business impact, and iterate for continuous improvement;
• Explore and integrate new internal and external data sources to identify additional predictive signals;
• Work with production systems to ensure models are scalable, observable, and maintainable.

• 2+ Years of experience as a Machine Learning Engineer or Data Scientist, ideally in fintech or fast-paced product environments;
• Solid foundation in classical ML techniques;
• Fluency in core libraries such as Pandas, Scikit-learn, NumPy, SciPy, Matplotlib, Seaborn, Statsmodels, XGBoost, LightGBM, and CatBoost;
• Strong proficiency in Python and SQL;
• Experience with version control;
• Strong sense of ownership and accountability;
• Nice to have: Experience working with AWS or other cloud environments.

• Office role with relocation support to Manila.