Senior/Middle Machine Learning Engineer
M_Service (MoMo)
Mô tả công việc
About the team MoMo is the market leader in mobile payments in Vietnam. We strive to make all transactions fast, easy and joyful. We are looking for an experienced Machine Learning Engineer to join our growing Big Data & AI team. At MoMo, we are making Machine Learning the core component to almost every part of the product - Risk Scoring, Fraud Detection, Financial Services, Engagement & Personalization and Expense Management. As a Machine Learning expert, you will have a unique opportunity to have a high impact by building these systems, as well as uncovering new opportunities to apply Machine Learning to impact millions of users. You will: Work with Data Scientists to build Machine Learning systems using your engineering experience. As an example, suppose that we want to build a fraud detection system, you will take care of building the services necessary for retrieving user history, transforming data, applying machine learning models and connecting to other services for appropriate actions. In some situations, you can build the whole Machine Learning application from end to end; Design and building data pipelines that serve Machine Learning models; Provide a platform that is super easy for Data Scientists to explore new features, build models and conduct A/B tests; Build framework for monitoring Machine Learning systems.
Yêu cầu công việc
Bachelor’s degree in Computer Science, Engineering, Mathematics, Data Science, or a related field. 3+ years of industry experience in software engineering/machine learning; Strong Python skills and hands-on experience with tabular processing libraries (Pandas, NumPy, Scikit-Learn, PySpark/Polars) and GBDT frameworks (XGBoost, LightGBM, CatBoost). In-depth understanding of the complete modeling lifecycle: data gathering, feature engineering, hyperparameter tuning, model serving, and post-deployment monitoring. Proficiency in PyTorch or TensorFlow for building custom neural architectures and tabular deep learning models. Ability to read, reproduce, and extend recent research papers. Strong analytical, problem-solving, and cross-functional collaboration skills.
Quyền lợi
We are passion with new technologies, not follow the old-track of outsourcing. We love our product and ready to sacrifice everything for it! You often argue with your boss? Don’t worry, here in M_Service, you will get salary increase if you win your boss in argument. We love objection!!! You hate company trip in hotel, resort? We only conquer difficult and hottest road in team building. Do you want to join? What you will get: Competitive compensation package. Performance-based bonus. Insurance package. Chance to work with smart people with international experience. Our benefits: Attractive compensation & benefits. 13th month salary bonus and yearly performance bonus. 14 paid days off per year Premium health care insurance Great allowances (lunch, parking, birthday, happy hours....) Salary review at least one time per year based on employee's performance and contribution. Outing/team-building activities (company trip, soccer sport, english club, running club,..). Other benefits as per stated in Vietnamese Labor Law Work with experienced & strong team. Friendly, dynamic & flexible working environments.