Mô tả công việc
Giới thiệu về công ty
- 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.
Trách nhiệm công việc
- 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
Kỹ năng & Chuyên môn
- 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
Phúc lợi dành cho bạn
- 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
- Our company will flexible support candidates for online interview via Zoom
- Working time: Mon - Fri
Công ty
AS White Vietnam
Ngành nghề
Nhân sự
Quy mô công ty
Over 1000
Quốc tịch công ty
Australia