Mô Tả 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 logicBuilding and maintaining high-throughput, low-latency APIs to serve model predictionsSet up alerting for system latency and uptime.Work with Data Engineers and Data Analyst to ingest, clean and transform data into ML-ready format
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Yêu Cầu Công Việc
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 industryStrong 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 pipelinesFunctional 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 arisesAbility to run one project independently: taking requirements from stakeholders, deliver the project in a timely mannerStrong communication and collaboration skills with a proven track record to work effectively in cross-functional teamsKeen learner and self-motivated team player
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Hình thức
Full-time
Quyền Lợi
Creative, innovative culture that encourages new ideasReal impact on products used by millions of usersStrong long-term career path with a stable, well-established businessCompetitive compensation & benefitsFast learning and growth through modern tech and challenging projects
Mức lương
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