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Mô Tả Công Việc
Position summary:
As a Machine Learning Engineer, you will be responsible for the development of highly-scalable classifiers, models, algorithms and tools which will form the basis to automate bot detection for our system. You must have a strong background in Machine Learning, Statistics and Algorithm Development experience.
Responsibility:
- Study and transform data science prototypes.
- Design and develop machine learning and deep learning systems.
- Running machine learning tests and experiments.
- Perform AI model optimization & model compression.
- Perform statistical analysis and fine-tuning using test results.
- Analyse and enhance application for maximum speed and scalability.
- Collaborate with team members and stakeholders.
- Familiar and grow your own expertise in machine learning.
- Practice disciplined software engineering (e.g. automated testing, code reviews).
Yêu Cầu Công Việc
- Bachelor’s degree in Computer Science, Software Engineering, Computational Statistics or related field, or equivalent practical experience specializing in Machine Learning is desirable.
- Minimum 3 years of experience with Machine Learning algorithms and Probabilistic Modelling.
- Minimum 3 years of relevant experience with statistical computing Python.
- Train machine learning and deep learning models on a computing cluster to perform abuse and threat detection.
- Good knowledge of outlier detection algorithms.
- Experience or interest in Web Security, HTTP protocols and Javascript.
- Experience using cloud computing platforms such as EC2 (AWS).
- Familiar with microservices architecture with Docker, Kubernetes is a PLUS.
- Ability to convey complex information through data visualization.
- Strong communication in both verbal and written is required.
- Strong analytical, conceptual, and problem-solving abilities with attention to detail.
- Ability to multi-task, and manage multiple assignments in a fast-paced environment.
- Must have the initiative to work independently but also be able to work effectively with team members.
Hình thức
Full-Time
Quyền Lợi
Benefits:
- Attractive compensation, regular assessments, and salary reviews;
- 13th-month salary, annual bonus, and performance bonus;
- 20 days annual leave;
- 100% salary during the probation period;
- 100% social insurance, premium healthcare insurance, and annual routine check-up;
- Unlimited access to a selection of food and beverages;
- Special celebrations on 8/3, Father's day, 20/10, Christmas, Tet holiday, etc.;
- Company activities: annual teambuilding, New Year party, quarterly company party, weekly fruits day, monthly birthday, etc.;
- Sports activities: badminton, football, bowling, cycling, etc.;
- In-house acoustic music band.
- Cinema days with blockbuster movies.
Projects & Team:
- International working environment with a young, friendly, dynamic team, and creative team;
- Flat organizational structure;
- ISO/IEC 27001:2013 Information Security Management Standards;
- The company sponsors overseas in-class training and online training courses.
Mức lương
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