Senior Machine Learning Engineer (Hybrid Working)
Senior Machine Learning Engineer (Hybrid Working)
Địa điểm làm việc: Hà Nội
Hết hạn: 21/12/2024
- Chi tiết công việc
- Giới thiệu công ty
Thu nhập: Thỏa thuận
Loại hình: Hybrid
Chức vụ: Nhân viên
Kinh nghiệm: 4 - 10 năm
Mô tả công việc
Responsibilities:
- Train, evaluate, and deploy advanced machine learning models to enhance the functionality of the drawing search system.
- Engage in the full software development lifecycle, including design, development, QA, deployment, experimentation, analysis, and iteration.
- Collaborate with cross-disciplinary teams and other ML groups to develop technical solutions for complex challenges.
- Continuously monitor and improve deployed models for optimal performance.
What Success Looks Like:
- Develop technology to analyze drawing images and extract meaningful information from them.
- Build image recognition models and annotation systems to support the drawing search functionality.
- Explore the integration of large-scale language models (LLMs) and large-scale visual models (LVMs).
- Work with data science teams to transition prototype models into production environments.
- Set and maintain high standards for engineering excellence and project delivery.
Benefits and Growth Opportunities:
- Solve highly complex technical problems alongside passionate and skilled team members.
- Collaborate with professionals from diverse expertise areas, including software engineering and machine learning.
- Gain experience in aligning technical solutions with business value creation.
- Opportunity to work closely with MLOps and product management teams, allowing for expanded responsibilities based on interest and initiative.
- Train, evaluate, and deploy advanced machine learning models to enhance the functionality of the drawing search system.
- Engage in the full software development lifecycle, including design, development, QA, deployment, experimentation, analysis, and iteration.
- Collaborate with cross-disciplinary teams and other ML groups to develop technical solutions for complex challenges.
- Continuously monitor and improve deployed models for optimal performance.
What Success Looks Like:
- Develop technology to analyze drawing images and extract meaningful information from them.
- Build image recognition models and annotation systems to support the drawing search functionality.
- Explore the integration of large-scale language models (LLMs) and large-scale visual models (LVMs).
- Work with data science teams to transition prototype models into production environments.
- Set and maintain high standards for engineering excellence and project delivery.
Benefits and Growth Opportunities:
- Solve highly complex technical problems alongside passionate and skilled team members.
- Collaborate with professionals from diverse expertise areas, including software engineering and machine learning.
- Gain experience in aligning technical solutions with business value creation.
- Opportunity to work closely with MLOps and product management teams, allowing for expanded responsibilities based on interest and initiative.
Yêu cầu
Must-Have Requirements:
Strong knowledge of algorithms in machine learning, statistics, linear algebra, and computer science.
Experience applying machine learning techniques to solve business problems.
Proven ability to enhance the accuracy of machine learning and statistical models.
Demonstrated experience deploying machine learning models into production environments.
Proficiency in working with cloud platforms such as Google Cloud and AWS.
Strong business communication skills in English.
Nice-to-Have Requirements:Experience in image recognition, OCR, and 3D analysis.
Familiarity with GPU-based data processing technologies (CUDA, OpenCL, cudf, CuPy, etc.).
Experience developing machine learning pipelines using tools like Vertex AI Pipeline, Kubeflow, Apache Beam, Spark, etc.
Experience in distributed processing development and operations.
Business-level proficiency in Japanese.
Strong knowledge of algorithms in machine learning, statistics, linear algebra, and computer science.
Experience applying machine learning techniques to solve business problems.
Proven ability to enhance the accuracy of machine learning and statistical models.
Demonstrated experience deploying machine learning models into production environments.
Proficiency in working with cloud platforms such as Google Cloud and AWS.
Strong business communication skills in English.
Nice-to-Have Requirements:Experience in image recognition, OCR, and 3D analysis.
Familiarity with GPU-based data processing technologies (CUDA, OpenCL, cudf, CuPy, etc.).
Experience developing machine learning pipelines using tools like Vertex AI Pipeline, Kubeflow, Apache Beam, Spark, etc.
Experience in distributed processing development and operations.
Business-level proficiency in Japanese.
Quyền lợi
Thưởng
13th month salary
Chăm sóc sức khoẻ
Premium Health Insurance
Social insurance, health insurance, unemployment insurance, workers' accident compensation insurance
Annual health check-up
Nghỉ phép có lương
Annual paid leave: 12 days
Xem thêm
13th month salary
Chăm sóc sức khoẻ
Premium Health Insurance
Social insurance, health insurance, unemployment insurance, workers' accident compensation insurance
Annual health check-up
Nghỉ phép có lương
Annual paid leave: 12 days
Xem thêm
Thông tin khác
NGÀY ĐĂNG
21/11/2024
CẤP BẬC
Nhân viên
NGÀNH NGHỀ
Công Nghệ Thông Tin/Viễn Thông > Data Engineer/Data Analyst/AI
KỸ NĂNG
Computer Vision, English communication, OCR
LĨNH VỰC
Phần Mềm CNTT/Dịch vụ Phần mềm
NGÔN NGỮ TRÌNH BÀY HỒ SƠ
Tiếng Anh
SỐ NĂM KINH NGHIỆM TỐI THIỂU
5
QUỐC TỊCH
Người Việt Nam
Xem thêm
21/11/2024
CẤP BẬC
Nhân viên
NGÀNH NGHỀ
Công Nghệ Thông Tin/Viễn Thông > Data Engineer/Data Analyst/AI
KỸ NĂNG
Computer Vision, English communication, OCR
LĨNH VỰC
Phần Mềm CNTT/Dịch vụ Phần mềm
NGÔN NGỮ TRÌNH BÀY HỒ SƠ
Tiếng Anh
SỐ NĂM KINH NGHIỆM TỐI THIỂU
5
QUỐC TỊCH
Người Việt Nam
Xem thêm
Thông tin chung
- Thu nhập: Thỏa thuận
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