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Mô Tả Công Việc
JOB PURPOSE
VNDIRECT is seeking for AI Engineers to join our AI/ Machine Learning team. The ideal candidate will have industry experience working on a range of problems.
KEY ROLES & RESPONSIBILITIES
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress;
- Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability;
- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world;
- Verifying data quality, and/ or ensuring it via data cleaning;
- Supervising the data acquisition process if more data is needed;
- Defining validation strategies and the preprocessing or feature engineering to be done on a given dataset;
- Training models and tuning their hyperparameters;
- Analyzing the errors of the model and designing strategies to overcome them;
- Deploying models to production.
Yêu Cầu Công Việc
1. Education:
- Bachelor’s Degree in Computer Science, Technology Information or equivalent.
2. Experience:
- At least 2 years in applying AI to practical and comprehensive technology solutions.
3. Knowledge/ Abilities/ Skills:
- Proficiency with a deep learning framework such as Pytorch, TensorFlow or Keras.
- Proficiency with Python, optionally Java and Javascript.
- Familiarity with Docker.
- Familiarity with Linux.
- Self-motivated, curious, eager to learn and able to thrive in a fast-paced of business environment.
- Strong time management and prioritization skills.
4. Core Competencies:
- Have mindsets that are consistent with the company's core values: (IPAM & 4C).
(More information in company website).
BENEFITS
1. Community of professionals who work with integrity and devotion
- Professional financial working environment.
- Working with initiative, creativity and challenges.
2. Competency - based compensation
- Competitive and attractive compensation package based on performance and contribution.
- Receive the deducted income if passing the probation (2-month probationary period with 85% salary) and annual salary review.
- Social/ Medical/Unemployment insurances.
- Premium insuarances: Healthcare insurance and 24/24 personal accident insurance.
3. Organization with vibrant and learning – centralized culture
- Open working space with modern equipment.
- Diverse, enegertic internal and volunteer activities.
