Senior AI Engineer
Công Ty Cổ Phần Sản Xuất Và Kinh Doanh VinFast - Thành Viên Của Vingroup
Địa điểm làm việc: Hà Nội
Hết hạn: 29/03/2024
- Chi tiết công việc
- Giới thiệu công ty
Vị trí công việc này hiện tại đã hết hạn nộp hồ sơ, bạn có thể tham khảo thêm một số công việc liên quan phía dưới
Mô tả công việc
The AI & Optimization team is seeking a hands-on machine learning expert for research, design and development of cutting-edge technologies applied in projects that will help us to (i) improve the productivity and efficiency of Vinfast operations, and (ii) shape the future of Vinfast vehicles with the goal of enhancing our customer's experience. The ideal candidate should have a strong expertise in ML/Data Science/Optimization, and a solid background in data structures and algorithms.
In this role, you will be responsible for design & development of novel algorithms & applications, as well as guiding junior members to become experts. You will be working closely with other business and software development teams to support the product development, evaluation & deployment. Joining Vinfast, you will have exciting opportunities to explore the potential applications of AI and optimization to a variety of problems in the automotive industry, including but not limited to:
- Identifying patterns / abnormalies in all kind of business data, including bill of materials (BOM) of a car, and all data related to purchasing, production and logistic planning.
- Boosting coding productivity & security by exploting recent advances in LLMs.
- Predictive maintenance: predicting when a maintenance is required from vehicle data.
- Supply chain optimization: demand forcasting, inventory and route optimization.
- Quality control by analyzing historical defect data in manufacturing.
- Customized manufacturing for improving personalized experience.
In this role, you will be responsible for design & development of novel algorithms & applications, as well as guiding junior members to become experts. You will be working closely with other business and software development teams to support the product development, evaluation & deployment. Joining Vinfast, you will have exciting opportunities to explore the potential applications of AI and optimization to a variety of problems in the automotive industry, including but not limited to:
- Identifying patterns / abnormalies in all kind of business data, including bill of materials (BOM) of a car, and all data related to purchasing, production and logistic planning.
- Boosting coding productivity & security by exploting recent advances in LLMs.
- Predictive maintenance: predicting when a maintenance is required from vehicle data.
- Supply chain optimization: demand forcasting, inventory and route optimization.
- Quality control by analyzing historical defect data in manufacturing.
- Customized manufacturing for improving personalized experience.
Yêu cầu
• PhD/MSc/Bachelor degree in Computer Science, Electrical Engineering, Maths, Statistics, or related fields.
• +2 years of relating experience
• Deep understanding of machine learning fundamentals (including regression, classification, clustering, SVM, deep neural networks, Bayesian inference, cross-validations etc).
• Solid background in data structures & algorithms.
• Good mathematical skills (combinatorial/convex optimization, statistics, linear algebra).
• Strong programming or software development skills (Python / C++).
• Extensive experience with ML frameworks such as PyTorch and Tensorflow.
• Excellent critical thinking, problem solving and analytical skills.
• Ability to collaborate effectively and pro-actively in cross functional business units.
• Experience leading research topics through a full pipeline: from concept to proof and validation.
• Excellent communcation, especially written and organizational skills.
PREFERRED:
• Experience in one or more of the following areas: Large language models (LLM), Natural Language Processing (NLP), training or fine-tuning of virtual assistant systems, Chat-bots, Bayesian Inference, Time Series, training large models on distributed computing.
• Experience in applying combinatorial optimization to solving real-world problems.
• Experience in applying ML techniques to business data such as SAP/logistics/manufacturing.
• Candidates who have national/international prizes on informatics/maths are encouraged to apply.
• +2 years of relating experience
• Deep understanding of machine learning fundamentals (including regression, classification, clustering, SVM, deep neural networks, Bayesian inference, cross-validations etc).
• Solid background in data structures & algorithms.
• Good mathematical skills (combinatorial/convex optimization, statistics, linear algebra).
• Strong programming or software development skills (Python / C++).
• Extensive experience with ML frameworks such as PyTorch and Tensorflow.
• Excellent critical thinking, problem solving and analytical skills.
• Ability to collaborate effectively and pro-actively in cross functional business units.
• Experience leading research topics through a full pipeline: from concept to proof and validation.
• Excellent communcation, especially written and organizational skills.
PREFERRED:
• Experience in one or more of the following areas: Large language models (LLM), Natural Language Processing (NLP), training or fine-tuning of virtual assistant systems, Chat-bots, Bayesian Inference, Time Series, training large models on distributed computing.
• Experience in applying combinatorial optimization to solving real-world problems.
• Experience in applying ML techniques to business data such as SAP/logistics/manufacturing.
• Candidates who have national/international prizes on informatics/maths are encouraged to apply.
Quyền lợi
Lương tháng 13
Bảo hiểm sức khỏe
Xe bus đưa đón
Bảo hiểm sức khỏe
Xe bus đưa đón
Thông tin khác
Ngày Đăng Tuyển
28/02/2024
Cấp Bậc
Nhân viên
Ngành Nghề
Công Nghệ Thông Tin/Viễn Thông > Data Engineer/Data Analyst/AI
Lĩnh vực
Ô tô
Kỹ Năng
NLP, Machine Learning, Python, Data Analysis, Algorithm
Ngôn Ngữ Trình Bày Hồ Sơ
Bất kỳ
28/02/2024
Cấp Bậc
Nhân viên
Ngành Nghề
Công Nghệ Thông Tin/Viễn Thông > Data Engineer/Data Analyst/AI
Lĩnh vực
Ô tô
Kỹ Năng
NLP, Machine Learning, Python, Data Analysis, Algorithm
Ngôn Ngữ Trình Bày Hồ Sơ
Bất kỳ
Thông tin chung
- Ngày hết hạn: 29/03/2024
- Thu nhập: Thương lượng
Giới thiệu công ty
Xem trang công ty
Công ty cổ phần Sản xuất và kinh doanh VinFast
Địa chỉ: Khu Kinh tế Đình Vũ - Cát Hải, Thị trấn Cát Hải, Huyện Cát Hải, TP. Hải Phòng
VinFast là công ty thành viên thuộc tập đoàn Vingroup, một trong những Tập đoàn Kinh tế tư nhân đa ngành lớn nhất Châu Á.
Với triết lý "Đặt khách hàng làm trọng tâm", VinFast không ngừng sáng tạo để tạo ra các sản phẩm đẳng cấp và trải nghiệm xuất sắc cho mọi người.
VinFast đã nhanh chóng thiết lập sự hiện diện toàn cầu, thu hút những tài năng tốt nhất từ khắp...
Quy mô công ty
Từ 5000 - 10000 nhân viên
Việc làm tương tự
Công Ty TNHH Hệ Thống Thông Tin FPT - FPT Information System - FPT IS
Thoả thuận
28/02/2025
Hà Nội
Công ty Cổ phần Dịch vụ Truyền thông Đa phương tiện Việt Nam
Đến 20 triệu VNĐ
28/01/2025
Hà Nội
hỗ trợ doanh nghiệp
Giải thưởng
của chúng tôi
Top 3
Nền tảng số tiêu biểu của Bộ
TT&TT 2022.
Top 15
Startup Việt xuất sắc 2019 do VNExpress tổ chức.
Top 10
Doanh nghiệp khởi nghiệp sáng tạo Việt Nam - Hội đồng tư vấn kinh doanh ASEAN bình chọn.
Giải Đồng
Sản phẩm công nghệ số Make In Viet Nam 2023.