AI Algorithm Application Engineer AI演算法應用工程師
15~20K CNY/Per month
Full-time
1～3 years
Refresh at 8 months ago
80 Views
11 Apply
Beijing
Share
Job responsibilities
1. AI Operator Adaptation Development: Implement custom operator development for frameworks like NVIDIA and Horizon, or perform equivalent refactoring for incompatible operators;
2. Develop Heterogeneous Computing Pipelines: Achieve coordinated inference across devices including CPUs, GPUs, DLAs, and NPUs;
3. Performance Bottleneck Analysis: Establish a three-dimensional evaluation model for compute power, latency, and power consumption to identify computational bottlenecks;
4. Model lightweighting: Optimize deep learning models using techniques like quantization, pruning, sparsification, and structural replacement to reduce computational demands and power consumption. Develop generic frameworks for rapid adaptation to diverse task models;
5. Pre/post-processing optimization: Enhance code efficiency through CUDA/OpenCL implementation;
1. AI算子適配開發：實現NVIDIA、地平線等框架的Custom OP開發或實現不相容算子的等效重構；
2. 開發異構計算流水線：實現CPU、GPU、DLA、NPU等設備的協調推理；
3. 性能瓶頸分析：建立算力-時延-功耗三維評估模型，識別計算瓶頸；
4. 模型輕量化改造：利用量化、剪枝、稀疏、結構替換等模型優化方法，對深度學習模型進行輕量化處理，降低算力需求與功耗。整理通用框架，實現對各任務模型的快速適配；
5. 前後處理優化：利用CUDA/OpenCL實現對代碼效率的提升；
Job Requirements
1. Master the theoretical foundations and algorithms of artificial intelligence, pattern recognition, deep learning, and computer vision;
2. Understand typical model distillation, pruning, and quantization techniques; candidates with practical experience in robotics projects or competition experience are preferred;
3. Proficient in C/C++ and Python programming, familiar with Linux systems and ROS systems;
4. Possess strong teamwork and communication skills, along with excellent learning capabilities.
1. 掌握人工智慧、模式識別、深度學習、電腦視覺理論基礎和演算法；
2. 瞭解典型的模型蒸餾、剪枝、量化技術，有機器人專案實際經驗或比賽經驗者優先；
3. 熟悉C/C++和Python編程，熟悉Linux系統和ROS系統；
4. 具備良好的團隊協作能力和溝通能力，具備良好的學習能力。
Similar jobs
Search for your dream jobs
Job category
City or country
Company info
Also view
AI Native Engineer
15~20K CNY/Per month
Part-time
Shenzhen
SHENZHEN railia Intelligent Tech Co., Ltd
Save job
0 Views
0 Apply
Refresh at 10 hours ago
Chef Asssitent
15~20K CNY/Per month
Beijing
Cafe & bar
Save job
0 Views
0 Apply
Refresh at a year ago
Overseas ESG Management
15~20K CNY/Per month
Full-time
Shenzhen
Heaven Gifts
Save job
0 Views
0 Apply
Refresh at a year ago
Business Development (Sales)
10~30K CNY/Per month
Full-time
United States, Mexico, Netheriands Antilles, Nicaragua, Panama, Puerto Rico, Saint Lucia, Saint Vincent, St.Lucia, St.Vincent, Trinidad and Tobago, Antigua and Barbuda, Barbados, Belize, Canada, Costa Rica, Cuba, Dominica Rep, EI Salvador, Grenada, Guatemala, Haiti, Honduras, Jamaica, Martinique, Brazil, Chile, Colombia, Ecuador, French Guiana, Guyana, Bolivia, Argentina, Venezuela, Uruguay, Suriname, Peru, Paraguay, United Kingdom, Netherlands, Poland, Romania, Serbia, Spain, Portugal, Sweden, Switzerland, Ukraine, Yugoslavia, Albania, Austria, Belgium, Croatia, Cyprus, France, Germany, Greece, Hungary, Italy, Lithuania, Monaco, Egypt, Saudi Arabia, Turkey, United Arab Emirates, Vietnam, Azerbaijan, Cambodia, Indonesia, Jordan, Kuwait, Lebanon, Malaysia, Japan, Bangladesh, Singapore, India, Oman, Qatar, Thailand, Korea, South Africa, Kenya, Australia, Israel, Iraq, Palestine, Maldives, Afghan, Yemen, China, Pakistan, Nepal, North Korea, Philippines, Sri Lanka, Syria, Tajikistan, Turkmenistan, Uzbekistan, Armenia, Bahrain, Bhutan, Brunei, Myanmar, Georgia, Iran, Kazakhstan, Kyrgyzstan, Laos, Russia, Norway, San Marino, Slovenia, Belarus, Bosnia, Bulgaria, Czech Republic, Denmark, Estonia, Finland, Gibraltar, Iceland, Ireland, Latvia, Liechtenstein, Luxembourg, Macedonia, Malta, Moldova, Republic of, Slovak, Niger, Nigeria, Somali, Sierra Leone, Seychelles, Sao Tome and Principe, Senegal, Rwandese, Reunion, Mozambique, Namibia, Sudan, Swaziland, Tanzania, Togo, Tunisia, Uganda, The Democratic Republic of the Congo, Zambia, Zimbabwe, Algeria, Angola, Benin, Botswana, Burkina-faso, Burundi, Cameroon, Cape verde, Central African Republic, Chad, Republic of the Congo, Djibouti, Ethiopia, Gabon, Gambia, Ghana, Guinea, Ivory Coast, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritius, Morocco, Equatorial Guinea, New Zealand
Uniview
Save job
0 Views
0 Apply
Refresh at 2 years ago
企划部部长（日韩籍）
15~20K CNY/Per month
Shanghai
上海拓米电子材料有限公司
Save job
0 Views
0 Apply
Refresh at 2 years ago
QA主管/验厂
15~20K CNY/Per month
Other
中山台雅贸易有限公司
Save job
0 Views
0 Apply
Refresh at 2 years ago
商务助理
Negotiable
Full-time
Shenzhen
GEOR Global Recruitment (Shenzhen) Ltd.
Save job
Headhunting
Refresh at 2 years ago
Senior Service Representative
15~20K CNY/Per month
Full-time
Shanghai
Megi Software (Shanghai) Co.,Ltd.
Save job
0 Views
0 Apply
Refresh at 2 years ago
HR-Recruiter
Negotiable
Full-time
Overseas
GEOR Global Recruitment (Shenzhen) Ltd.
Save job
Headhunting
Refresh at 3 years ago