Tóm lược
Mô tả công việc
Tóm tắt công việc
We are urgently seeking 3 AI/ML engineers with a strong background in machine learning and computer science (or related engineering fields) who has demonstrated practical experience to conduct research & development to help us create AI products. Your primary focus will be in researching and building and evaluating state-of-the-art solutions for AI application, and work with team to deploy AI system as production.
Your main responsibilities:
- Research and develop state-of-the-art solutions in the field of Machine Learning, Video Analysis, Natural Language Processing, and OCR
- Build machine learning models using deep learning techniques for computer vision tasks such as semantic segmentation, object detection, video understanding, etc.
- Ability to quickly research and apply research results to production code.
- Improve accuracy, scalability, speed and performance of existing models.
- Deploy AI application on edge computing devices (Nvidia platform).
- Work with other team to build AI application on difference platform.
- Research and act on existing specifications of designs and develops data pipelines consisting of data ingest, data validation, data cleaning, and data monitoring, data augmentation.
- Define metric to evaluate the performance and accuracy of AI models over time and help tune our machine learning platform.
Why You'll Love Working Here
- You will be provided with sufficiently equipment (GPU servers, Raspbery boards, Jetson boards, ...) for research and development.
- Competitive salary.
- Attractive income package commit 13th salary, performance bonus at year end.
- Salary increase every year based on performance review.
- Full package insurances as Labor Law.
- Annual health check-up in international standard clinics.
- Flexible time.
- Company trip, monthly team-building activities.
- Work onsite short-term or long-term in Japan.
- Young, dynamic, open, friendly working environment with many activity clubs (football, badminton, table tennis, chess, …)
Yêu cầu công việc
Your Skills and Experience
MUST HAVE:
- Degree in Computer Science, Mathematics, Statistics, or related quantitative field, masters/PhD strongly preferred.
- Understandings of complex mathematical approaches such as differential calculus and matrix calculation, strong background in statistical machine learning.
- Experience with creating and using Deep Learning/Machine Learning/Computer Vision methods (classification, regression, clustering, neural networks, exploratory data analysis and visualization, etc.)
- Proficient in Python and Unix is a minimum.
- Familiarity with ML tools like TensorFlow, Keras, scikit-learn, Caffe, Torch, etc.
- Ability to read, understand and present the latest publications.
- Strong analytic skills and a goal-oriented mind-set, critical thinking and self-study.
- Communication skills - ability to relay knowledge to colleagues and discuss problems / solutions.
- Intermediate English skills.
NICE TO HAVE:
- Knowledge with pattern design is prefer
- Additional knowledge of C++ / CUDA is a plus, experience with AWS as well.
- Experience in development of Natural Language Processing is a plus.
- Experience with deployment process (Django, bash shell, nginx, supervisor, crontab) is a big advantage.
- Experience with SQL and Extract, Transform, and Load (ETL) development in SQL is a plus.
- Experience integrating image and video processing algorithms into applications.
- Experience working in foreign companies based in Japan or English-speaking countries.
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- C++
- Python
- AI (Artificial Intelligence)
- Algorithm
- Machine Learning
- Unix
- Bash shell
- Regression Testing
- ETL
- MS SQL
- Django
- Nginx
- AWS
- Data Analysis
- Tensorflow
- Keras
- Deep Learning
- MS WebMatrix
- Caffe
- Torch
- CUDA
- scikit-learn
- Matrix
- NLP
NĂNG LỰC
- Analytic Skills
- Self Studying
- Communication Skills
- Documentation
Thông tin doanh nghiệp
Cloud Nine Solutions Company is an IT company providing premier software consulting and development services.
Producing software products in the areas of maps and navigation, business information and operation, business automation, artificial intelligence for auto driving and security surveillance solutions, and embedded systems for IoT solutions in smart-home, smart-agriculture, nursing care, and automotive supporting products.
If you are:
- On the way to build your working skills and professional skills.
- Strong in technical skills and want to apply it in life.
- Having a strong passion in exploring new things by IT technologies.
- Looking for a stable to develop your IT career and become rich by your skills.
Then, the Cloud Nine Solutions Company might be the right place for you to do what you want.