Tóm lược
Mô tả công việc
Tóm tắt công việc
WHAT YOU’LL BE RESPONSIBLE FOR
• Design and develop machine and deep learning systems
• Research and implement ML applications
• Consult with Product Managers in applying machine learning to bring distinguished features to our products
• Study and define necessary data transformation requirements needed to train and run ML/DL models
• Work with Data Science engineers to implement ML pipeline for (near) real-time data processing
• Define metrics and testing protocols to evaluate ML models
• Perform statistical analysis and provide data oriented suggestions to Product team for continuous product improvement
• Work with Cloud team to bring ML/DL prototypes to production
• Keep abreast of developments in the field
Yêu cầu công việc
*Must have
• Good practical knowledge in Machine Learning/Deep Learning methods (including regression, classification and clustering) and proven experience of the whole development cycle of an ML application
• Practical knowledge working with big data ML/DL problems
• Good background knowledge of statistics and probability theory (e.g including but not limited to hypothesis testing, confidence interval of a test statistic)
• Comfortable working with cloud services to query datasets (small or large) using SQL or noSQL
• Strong programing skill (preferably MATLAB or Python) in any programming language (candidate can pick the language of their choice in interview)
• Have experience working with ETL process
• A curious and innovative mindset. Always want to explore, learn something new and apply this new knowledge to continuously improve company products.
• Analytical and problem-solving skills
• Excellent communication skills
*Nice to have
• Basic knowledge of Embedded System
IN RETURN WE OFFER
• Meaningful work and passionate colleagues.
• Subsidies for: cell phone, fitness, health insurance.
• Plenty of food, all the time.
• Jerk-free, ego-free environment.
• A commitment to make your time with us the most transformational time in your career to date.
• Personal and professional development opportunities (workshops, English classes, training programs, etc.) that will keep you busy with learning and immersing yourself in meaningful work.
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Big Data
- Machine Learning
- MS SQL
- Statistics
- Python
- Matlab
- Regression Testing
- Embedded
- ETL
- NoSQL
- Deep Learning
NĂNG LỰC
- Analytic Skills
- Problem Solving Skills
- Communication Skills
Thông tin doanh nghiệp
Fossil Vietnam (formerly Misfit), a US high-tech company inventing and manufacturing wearables and smart home products.
Fossil Vietnam (formerly Misfit) is one of 60 offices under Fossil Group worldwide. Before joining Fossil, Misfit was a US high-tech company inventing and manufacturing wearables and smart home products, with R&D and operations office in Vietnam. In November 2015, Misfit got acquired and has since then become part of the Fossil Group's portfolio of brands, standing aside world-renowned brands including Fossil, Michael Kors, Burberry, Emporio Armani, Diesel, adidas, DKNY, among others.
As one of the the top 3 largest makers of watches in the world, Fossil Group is selling over 50 million watches and accessories a year in over 150 countries.
With the help of Misfit, Fossil will be working towards offering a broader spectrum of connected devices that target fashion-conscious consumers, and aiming at leading the convergence of style and technology.
In years to come, Fossil Vietnam will be the Center of Excellence for Cloud & App Innovation and Development for Fossil Group, and will power a wider array of connected devices.
With that mission at hand, we will remain a place where innovation flourishes, where world-class talents get leveraged, and where people come together to make greater products and tell greater stories.