Senior Mlops Engineer
4 days ago
Established in Asia in 2013 with a trailblazer mentality, FWD is the primary insurance business of investment group, Pacific Century Group (PCG), with minority shareholders Swiss Re Group, GIC Ventures, RRJ Capital and Hopu Investments.
FWD spans 10 markets in Asia including Hong Kong SAR & Macau SAR, Thailand, Indonesia, the Philippines, Singapore, Vietnam, Japan, Malaysia and Cambodia. In Hong Kong, FWD offers life and medical insurance, general insurance, employee benefits, and financial planning. We focus on creating fresh customer experiences and making the insurance journey simpler, faster and smoother, with innovative propositions and easy-to-understand products, supported by digital technology. Through this customer-led approach, FWD aims to be a leading pan-Asian insurer by changing the way people feel about insurance.
If you are looking for a company where can fuel your inspiration and cultivate your expertise, join us on our exciting journey.
PURPOSE
- To accelerate the delivery of Polaris strategy outcome including product simplicity, experience focus, multi-channel distribution, hyper-relevant channel interactions, and systematic organizational agility, this role of Senior MLOps Engineer, will work with Group Data team to support group data/AI Model solution delivery as well as supporting local entities to deliver local data/AI Model initiatives which both group and local data solutions aligning with digital technology operations strategy combining with our infrastructure strategy to standardize our cloud adoption and cloud optimization.
- Major support and cooperate with Group Data team to design and deliver AI Model solutions, enhance data/AI Model services/functionalities on Group Data Platform (GODP)
KEY ACCOUNTABILITIES
- Work closely with data scientists and data engineers to support them to develop and operate AI models
- Developing MLOps pipeline to automate the AI Model deployment and operation.
- Responsible for scaling, productionising, and performance tuning AI Model.
- Documentation of all development.
- BAU support for any AI Model issues, change requests implement enhancement/new initiatives to performing documentation to all investigations, findings, recommendations, and resolutions.
QUALIFICATIONS / EXPERIENCE
- Bachelor in IT, Computer Science, Engineering and Mathematics.
- At least 5 years of working experience of handing big data
- Excellent problem solving and advance analytics skills.
- Strong programming on Python and Spark. And familiar with software development methodology.
- Familiar with machine learning framework and different tasks performed during model development. In-depth understanding of data processing and feature engineering process.
- Experience on Azure/AWS cloud platform.
- Experience on Databricks development.
- Experience on MLOps/DevOps toolkits.
KNOWLEDGE & TECHNICAL SKILLS
- Experienced with DevOps development will be added advantage.
- Experienced working in insurance industry will be an added advantage.
- Ability to communicate and present technical information in a clear and unambiguous manner.
- Strong ability to work independently and cooperate with diverse teams in a multiple stakeholder’s environment.
- Strong sense of work ownership, high affinity with anything data and a desire for constant improvements.
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