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Senior Backend Engineer Machine Learning required

GHN · Hồ Chí Minh
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Loại hình
Toàn thời gian
Hình thức
Tại văn phòng
Cấp bậc
Nhân viên
Ngành nghề
Kỹ thuật / Cơ khí
Mức lương
Thương lượng
Địa điểm
Quận 10, Hồ Chí Minh, Hồ Chí Minh

Tổng quan

  • Develop and implement social product features, including but not limited to profiles, feeds, comments, chats, notifications, and marketplaces.
  • Design and build open API functionalities for core social products.
  • Optimize system performance, troubleshoot online incidents, and refactor existing systems for better efficiency.
  • Write clean, high-quality, and maintainable code in adherence to engineering best practices.
  • Collaborate in an Agile environment, working closely with cross-functional stakeholders to deliver impactful solutions.
  • Your Skills and Experience
  • Experience: 7–8+ years with full lifecycle of project development
  • Technical Expertise:• Strong background in software design, architecture, and integration.
  • Deep understanding of event-driven architectures, parallel programming, multi-threading, enterprise integration patterns, sockets, web services, and RESTful APIs.
  • Familiar with Microservices, event-driven architecture
  • Database Knowledge: Proficient in distributed databases and NoSQL DB systems.
  • Performance Tuning: Experience with distributed caching tools such as Redis.
  • Communication: Strong interpersonal and cross-team communication skills.
  • Domain Knowledge: Familiarity with payment, finance, or accounting products is an advantage.
  • Preferred Qualifications:• Proficiency in developing React-based user interfaces.
  • Familiarity with big data technologies such as Apache Kafka and OLAP.
  • Experience with Kubernetes (K8s) or cloud services like GCP and AWS is a significant plus.
  • Deep understanding of machine learning algorithms, model training, and evaluation techniques.
  • Proficiency in Python and popular ML libraries (e.g., PyTorch, TensorFlow, Scikit-learn) for model development and prototyping.
  • Strong experience with MLOps practices and tools (e.g., MLflow, Kubeflow) for automating the model development and deployment pipeline.
  • Proven experience with Large Language Models (LLMs), Natural Language Processing (NLP), or Computer Vision applications.
  • Why You'll Love Working Here
  • Competitive compensation package including salary and performance-based bonuses.
  • Full statutory insurance (Social, Health, and Unemployment Insurance).
  • Private healthcare insurance.
  • Annual health check.
  • Annual salary review based on performance and contribution.
  • Company team-building activities and annual trips.
  • Continuous learning opportunities through internal and external training programs with clear career development pathways.

Quyền lợi

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