AS White Vietnam

AS White Vietnam

At ASW our personal and family lives matter, and we are rewarded with great work-life balance and benefits.

Full-Stack Developer

Job Description:

  • We are looking for a highly skilled programmer with proficiency in machine learning who is comfortable with both front and back-end programming and able to help extract value from our data. You will work in a dynamic and exciting environment with autonomy to deliver an end-to-end process from data collection, cleaning, and preprocessing, to training models and deploying them to production.
  • The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field and see out a project from conception to final product, requiring good organizational skills and attention to detail
  • Responsible for developing and designing front-end web architecture, ensuring the responsiveness of applications, and working alongside graphic designers for web design features, among other duties.

Job Responsibilities:

  • Developing front-end website architecture.
  • Designing user interactions on web pages.
  • Developing back-end website applications.
  • Creating servers and databases for functionality.
  • Ensuring cross-platform optimization for mobile phones.
  • Ensuring responsiveness of applications.
  • Working alongside graphic designers for web design features.
  • Seeing through a project from conception to finished product.
  • Designing and developing APIs.
  • Meeting both technical and consumer needs.
  • Staying abreast of developments in web applications and programming languages.

Machine Learning Responsibilities

  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
  • Managing available resources such as hardware, data, and personnel so that deadlines are met
  • 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
  • Finding available datasets online that could be used for training
  • Defining validation strategies
  • Defining the preprocessing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production

Job Requirements:

  • Strong organizational and project management skills.
  • Proficiency with fundamental front-end languages such as HTML, CSS, and JavaScript.
  • Familiarity with JavaScript frameworks such as AngularJS, ReactJS, NodeJS, Redux, Saga, Amber, and Nest framework
  • Proficiency with server-side languages such as Python, Ruby, Java, PHP, and C# .Net.
  • Familiarity with database technology such as MS-SQL, MySQL, Oracle, and MongoDB.
  • Familiarity with mobile programming such as Objective-C, XML-Framework, Cordova, Xamarin
  • Familiarity with Infrastructure components such as Docker, Kubernetes, GitLab CI, AWS, Google Cloud, Azure
  • Familiarity with monitoring and alerting such as Sentry, Grafana Stack, ELK Stack
  • Excellent verbal communication skills.
  • Good problem-solving skills.
  • Attention to detail.
  • Familiarity with a deep learning framework such as TensorFlow or Keras
  • Proficiency with Python and basic libraries for machine learning such as sci-kit-learn and pandas
  • Expertise in visualizing and manipulating big datasets
  • Familiarity with OpenCV
  • Ability to select hardware to run an ML model with the required latency
1 day ago

Location

Quận 1, Quận 4 - Hồ Chí Minh

Year of experience

3 năm

Level

Nhân viên

Job Type

Skills

Website
Location

AB Tower, Level 16, 76A Lê Lai, Phường Bến Thành, Quận 1, Thành phố Hồ Chí Minh

Ree Building 9 Đoàn Văn Bơ, Phường 12, Quận 4, Thành phố Hồ Chí Minh

Company size

Over 1000

Industry
Tech stack
Nationality

Australia

Benefits

Annual company outings, functions and social activities

13th and 14th month bonuses

Personal Insurance Package for employee and 1 family member

Opportunities to work in an Agile environment

20 days annual leave + 10 days sick leave

Overtime is rarely required

Training to develop our employees: Organizational Behavior, Management and Leadership training, Professional Scrum Master by Scrum.org, etc...

A professional working environment with a modern office equipped to Australian standards

Competitive remuneration

Opportunity to collaborate and work with global clients and stakeholders

Career growth opportunities

In cas Our company will flexible support candidates for online interview via Zoom

Working time: Mon - Fri