Come and join a Winning Team
Be remarkable. Be yourself.
Why Should You Join Us?
At ASW, we believe in our people, in teamwork and the importance of your personal growth. If you are looking for the opportunity to join our award-winning international family with over 16,000 stores across 28 markets in Asia and Europe, the ASW family welcomes you…
You can enjoy :
- Conveniently located in Whampoa, less than 5 min. walk from MTR
- Cozy office with contemporary design
Role Purpose:
We are looking for a Machine Learning Engineer to join our Ai Lab to develop scalable and maintainable data-driven solutions. The primary focus of the role is to productionalize machine learning models. You will be working closely with our Data Architects, Engineers and Data Scientist to build end-to-end ML applications and scale the solution to different countries.
A typical day in this Role:
- Solve complex business problems by designing and implementing reliable and scalable AI algorithms and models
- Measure and optimize the performance of algorithms, including data pipeline, model training, inferencing, and API serving
- Develop the data science projects with production-grade coding on our machine learning operation system built on Azure Cloud
- Collaborate with the data architect team to design and implement features for the machine learning operation system, such as model performance tracking, system health monitoring etc
- Work closely with data scientists and project managers to understand the technical requirements for implementing machine learning solutions
- Bring best practices in the productionalisation of data science projects and propose new ideas for building next-generation machine learning operation system
- Assist in promoting data culture and best practices within the organization
This job is a good fit for You if:
- You are a COMPETITOR. You are comfortable with taking calculated risks and you have a laser focus on achieving results.
- You are a PROBLEM SOLVER. You make decisions based on evidence-based opinions.
- You are an INNOVATOR. You will not be constrained by the past, instead viewing challenges as opportunities to change direction and explore what's ‘new and different’.
- You are an EXPERT. You have in-depth knowledge of a key area and seek possible solutions through study and research.
Success will depend on:
- Knowledge in Computer Science, Statistics, Mathematics, Machine Learning or related field s
- Solid working experience in Machine Engineer, Data Scientist, DevOps Engineer
- Proficient in Python, Spark and data science packages such as sklearn, PyTorch, Pandas
- Proficient in Database like SQL and NoSQL to work with structured and unstructured data
- Experience in developing and optimizing end-to-end ML pipelines, from data ingestion to model deployment
- Experience with MLOps (e.g. ML model monitoring, logging, versioning, etc.)/ DeveOps / CI/CD / Docker
- Strong debugging and troubleshooting skills for ML pipelines and real-time APIs
- Knowledge of software best practices like version control, software testing, documentation
- Self-starter who can work with minimal supervision and meet deadlines
- Experience in designing and developing APIs to serve machine learning models
What is holding you back?
Don’t miss out on this great chance to shape Your life!
Apply now!
Interested parties, please send your resume with current and expected salary package to our Company’s email.
We are an equal opportunity employer and welcome applications from all qualified candidates. The information provided will be treated in strict confidence and be used only for consideration of your application for relevant/ similar posts within the AS Watson Group.