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Chuyên môn:
Lĩnh vực:
Dịch Vụ và Tư Vấn IT
Mạng Lưới và Cơ Sở Hạ Tầng
Thuê Ngoài Phát Triển Phần Mềm
Sản Phẩm Phần Mềm và Dịch Vụ Web
Phần mềm và Dịch vụ Trí tuệ Nhân tạo
3 Lý do để gia nhập công ty
- Work closely with international team members
- Your work will be critical to shaping the solution
- Challenging projects with flexible working hours
Mô tả công việc
We are seeking a Senior Machine Learning Engineer to join our core team. This role spans the entire AI lifecycle—from architectural design and model building to production-grade deployment and MLOps. You will own the quality, performance, and scalability of our machine learning systems, focusing specifically on scaling AI products to handle high-volume, enterprise-level workloads.
Key Responsibilities
- AI Architecture & Scalability: Lead the design and development of high-performance ML systems capable of scaling across large-scale enterprise environments.
- Production MLOps: Design, automate, and maintain robust end-to-end MLOps pipelines (CI/CD for ML) using Docker, Kubernetes, or cloud-native tools to ensure reliable model deployment and automated scaling.
- Monitoring & Optimization: Implement advanced monitoring (e.g., tracking data drift, latency, and model performance) using tools like Prometheus/Grafana to ensure continuous uptime and resource optimization.
- Research & Innovation: Evaluate and apply the latest deep learning algorithms and LLM techniques to solve complex business problems.
- Technical Leadership: Mentor junior engineers, conduct strict code reviews, and help shape the company's long-term AI technology roadmap.
- Cross-functional Collaboration: Work closely with Product Managers and Software Engineers to translate product requirements into scalable technical architectures.
Yêu cầu công việc
- Experience: 5 to 10+ years of hands-on experience as an ML Engineer, with a proven track record of architecting and deploying production-grade AI solutions for large-scale systems.
- Cloud Platforms: Strong experience implementing enterprise AI/ML solutions on Azure and/or AWS.
- Core Tech Stack: Deep proficiency in Python (NumPy, Pandas, Scikit-learn) and major deep learning frameworks (PyTorch or TensorFlow).
- MLOps Mastery: Practical experience with MLOps frameworks (MLflow, Kubeflow, CI/CD pipelines) and containerized workflows (Docker, Kubernetes).
- Data & Distributed Systems: Strong SQL skills and experience handling big data technologies (e.g., Apache Spark, Kafka) to manage massive data pipelines.
- System Design: Solid understanding of distributed system architecture, database optimization, and clean coding principles.
You will be successful if you have:
- English Fluency: Excellent written and verbal English communication skills for working in an international environment.
- Communication: Ability to articulate complex AI/ML architectural concepts clearly to both technical and non-technical stakeholders.
- Leadership: Strong mentoring skills with a passion for driving technical excellence across the engineering team.
- Execution: Highly organized, detail-oriented, and able to work independently to drive tight project deadlines.
Tại sao bạn sẽ yêu thích làm việc tại đây
- Work remotely (full-time remotely or at co-working spaces if needed) with a competitive salary;
- Opportunity to lead and empower a talented team;
- Collaborative and supportive work environment with a focus on personal and professional growth;
- Continuous learning and development opportunities to stay ahead of the curve;
- Chance to make a significant impact on the company's success and shape the future of our products.
If this sounds like a great role and an ideal work environment, we’d love to hear from you!
Do you like to be challenged? Do you like working with global teams? You might be a good fit for us!
Mô hình công ty
Dịch vụ và Tư vấn giải pháp
Lĩnh vực công ty
Dịch Vụ và Tư Vấn IT
Quy mô công ty
1-50
nhân viên
Quốc gia
Singapore
Thời gian làm việc
Thứ 2 - Thứ 6
Làm việc ngoài giờ
Không có OT
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