Việc làm ASIA PACIFIC CORPORATION

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ASIA PACIFIC CORPORATION
Senior MLOps Engineer – Bangkok-based (Full Relocation Package Provided)
ASIA PACIFIC CORPORATION
19 việc làm 1 lượt xem
Thông tin cơ bản
Mức lương: Thỏa thuận
Chức vụ: Nhân viên
Ngày đăng tuyển: 04/12/2024
Hạn nộp hồ sơ: 11/01/2025
Hình thức: FULL_TIME
Kinh nghiệm: 5 - 6 năm
Số lượng: 1
Giới tính: Không yêu cầu
Nghề nghiệp
Ngành
About Agoda

Agoda is an online travel booking platform for accommodations, flights, and more. We build and deploy cutting-edge technology that connects travelers with a global network of 4.7M hotels and holiday properties worldwide, plus flights, activities, and more . Based in Asia and part of Booking Holdings, our 7,100+ employees representing 95+ nationalities in 27 markets foster a work environment rich in diversity, creativity, and collaboration. We innovate through a culture of experimentation and ownership, enhancing the ability for our customers to experience the world.

Our Purpose – Bridging the World Through Travel

We believe travel allows people to enjoy, learn and experience more of the amazing world we live in. It brings individuals and cultures closer together, fostering empathy, understanding and happiness.

We are a skillful, driven and diverse team from across the globe, united by a passion to make an impact. Harnessing our innovative technologies and strong partnerships, we aim to make travel easy and rewarding for everyone.

ML Platform in Agoda

Agoda ML and AI Platform is built on self-managed Kubernetes and powered by Kubeflow, an open-source solution that enables efficient machine learning workflows.

Our AI Ops team combines the best practices of software engineering with data science to help Machine Learning Engineers and Data Scientists work more effectively, meaning we aim to incorporate data/model versioning, collaboration, monitoring etc. in an intuitive way that allows our users to prosper within the field.

In This Role, You’ll Get to:

  • Lead the design, development, and implementation of on-premises MLOps solutions that support the delivery of machine learning models
  • Collaborate with data scientists and software engineers to build scalable and efficient data pipelines and model training and deployment systems
  • Develop and maintain monitoring and management tools to ensure the reliability and performance of our on-premises MLOps infrastructure
  • Work with stakeholders across the organization to understand their machine learning needs and requirements, and to develop MLOps solutions that meet those needs
  • Stay up-to-date with the latest trends and technologies in MLOps, LLMOps, machine learning, and artificial intelligence, and share your knowledge with the team to help us stay at the forefront of the field
  • Mentor junior members of the team and help them grow their skills and expertise in MLOps
  • Troubleshooting and debugging user issues

What You’ll Need to Succeed:

  • 5+ years of experience in MLOps, Software engineering, Data engineering, or a related field
  • Strong programming skills in a modern programming language (Java, Scala, Python, Kotlin)
  • Excellent communication and collaboration skills, and the ability to work effectively in a team environment
  • Value code simplicity and performance

It’s Great if you have:

  • Understanding of ML Projects lifecycle
  • Experience with MLOps platforms, such as Kubeflow or MLFlow
  • Experience with ML frameworks – like scikit-learn, LGBM, Tensorflow, PyTorch etc.
  • Experience with Big Data tools – Spark, S3, Hadoop
  • Strong knowledge of containerization and container orchestration technologies, such as Docker and Kubernetes
  • Experience with DevOps and CI/CD practices
  • Has experience building and scaling model serving tools, i.e building APIs with tight SLAs
  • Passion for the engineering behind machine learning, and scaling it
  • Experience designing and building MLOps infrastructure, including data pipelines, model training and deployment systems, and monitoring and management tools.

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Equal Opportunity Employer

At Agoda, we pride ourselves on being a company represented by people of all different backgrounds and orientations. We prioritize attracting diverse talent and cultivating an inclusive environment that encourages collaboration and innovation. Employment at Agoda is based solely on a person’s merit and qualifications. We are committed to providing equal employment opportunity regardless of sex, age, race, color, national origin, religion, marital status, pregnancy, sexual orientation, gender identity, disability, citizenship, veteran or military status, and other legally protected characteristics.

We will keep your application on file so that we can consider you for future vacancies and you can always ask to have your details removed from the file. For more details please read our privacy policy .

To all recruitment agencies: Agoda does not accept third party resumes. Please do not send resumes to our jobs alias, Agoda employees or any other organization location. Agoda is not responsible for any fees related to unsolicited resumes.

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ASIA PACIFIC CORPORATION
ASIA PACIFIC CORPORATION Xem trang công ty
Quy mô:
200 - 500 nhân viên
Địa điểm:
Tầng 7 tòa nhà IDS số 8 Đường Phạm Hùng, Phường Mai Dịch, Quận Cầu Giấy

Asia Pacific Corporation (APC) chuyên sản xuất các loại: Cốc giấy, Ly giấy, Tô giấy, Túi giấy uống nước cao cấp dùng cho đồ uống nóng, lạnh, các loại Bao bì Thực phẩm, Dược phẩm, Mỹ phẩm bằng giấy cao cấp đòi hỏi cao về chất lượng, sự nghiêm ngặt về an toàn vệ sinh thực phẩm và thân thiện với môi trường.

Trong suốt chặng đường phát triển vừa qua, APC  đã luôn tự hoàn thiện và không ngừng nỗ lực đầu tư các công nghệ hiện đại, tiên tiến nhất, nghiên cứu, phát triển những sản phẩm có chất lượng cao nhất, kiên định với mục tiêu và sứ mệnh duy nhất đó là "Làm gia tăng giá trị, chất lượng, tính tiện ích cho Thực phẩm, Dược phẩm, Mỹ phẩm và Đồ uống" và tự hào là một trong những doanh nghiệp Việt Nam luôn đi đầu trong việc quan tâm đến các sản phẩm, dịch vụ hữu ích góp phần bảo vệ môi trường và sức khỏe cộng đồng.

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