VNGGames

Tóm tắt công việc

• Building, maintaining and optimizing automated pipelines for ML includes data versioning, automated retraining, and drift monitoring.
• Using frameworks (e.g., Spark) to train models on massive datasets (terabytes of user behavior data).
• Implement data validation checks and point-in-time feature logic
• Building and maintaining high-throughput, low-latency APIs to serve model predictions
• Set up alerting for system latency and uptime.
• Work with Data Engineers and Data Analyst to ingest, clean and transform data into ML-ready format

• Creative, innovative culture that encourages new ideas
• Real impact on products used by millions of users
• Strong long-term career path with a stable, well-established business
• Competitive compensation & benefits
• Fast learning and growth through modern tech and challenging projects

• Bachelor in Computer Sciences/Engineering or equivalent.
• Machine learning/statistics: strong background (e.g., hypothesis testing, and error analysis) with hands-on experience in academia and/or industry
• Strong Programming Skills, Proficiency in Python, SQL (Go is a plus) and core ML libraries (TensorFlow, PyTorch, Scikit-learn, XGBoost, etc.)
• Experience designing and operating complex machine learning models and data pipelines
• Functional with CI/CD tools and practices. Understanding of automating build, test, and deployment processes.
• Documentation Skills: Strong to document data/machine learning engineering processes, architectures, and methodologies for effective knowledge transfer and maintainable systems.
• Have ownership of one own's project: taking pro-active actions to remove road blocks when arises
• Ability to run one project independently: taking requirements from stakeholders, deliver the project in a timely manner
• Strong communication and collaboration skills with a proven track record to work effectively in cross-functional teams
• Keen learner and self-motivated team player