Tóm lược
Mô tả công việc
Tóm tắt công việc
At MB Life, we believe that AI is the core driver of breakthroughs in the insurance industry and a key enabler for optimizing the way we work. As a Senior AI/ML Engineer, you will be at the forefront of exploring, evaluating, and applying cutting-edge AI technologies from the open-source community and leading global providers to solve real-world business challenges.
Your mission is not to build everything from scratch, but to stand on the shoulders of giants—leveraging the power of pre-trained models, cloud-based AI platforms, and open-source solutions to deliver value quickly, from enhancing customer experiences to automating and accelerating internal software development processes.
Key Responsibilities
1. Research, Experimentation, and Integration of AI Solutions:
- Proactively research and evaluate AI models, libraries (e.g., Hugging Face, LangChain), and cloud-based AI services (AWS/GCP/Azure) to identify the most suitable technologies for each use case.
- Rapidly build Proof-of-Concept (PoC) prototypes to validate the feasibility and effectiveness of AI solutions before large-scale deployment.
- Design system architectures and directly integrate AI solutions into the company’s existing systems (Java backend, Flutter/Dart applications) via APIs.
2. Process Automation and Optimization with AI:
- Analyze the Software Development Lifecycle (SDLC) and propose AI-powered tools (e.g., AI Copilots, AIOps, AI for Testing) to improve DORA metrics (accelerating deployment, reducing failure rates).
- Develop internal AI systems using Retrieval-Augmented Generation (RAG) techniques to optimize access and utilization of the company’s knowledge base (Jira, Confluence, business documentation).
3. AI Operations and Governance (MLOps):
- Deploy AI models/services as containers (Docker) on Kubernetes platforms.
- Establish CI/CD pipelines to automate packaging and deployment of AI services.
- Build monitoring systems to track performance, costs, and effectiveness of AI services in production; detect and mitigate model drift early.
- Implement guardrails to ensure AI solutions are safe, secure, and ethically responsible.
Being an Amazer at MB Life, you are offered:
- No working on the weekends (5 working days/week from Monday to Friday) and no overtime
- Competitive salary with annual review and performance bonus
- 100% official salary during the probation period
- MIC Premium Healthcare Insurance for each employee with his/her 03 dependents
- Provide Life Insurance for the company's members
- Annual leave: 15 days/year
- Outstanding Wellness allowances
- Lunch/Mobile/Travel allowances
- Sponsored training and self-development opportunities (English, PMP, CSM, ITIL...)
- Modern facilities for convenient working.
- Specific benefits on the holidays of the Union (Company birthday, New Year's holidays, Mid-Autumn Festival, Vietnamese Family's Day - June 28, Vietnamese Children's Day - June 1, Women's Day - March 8 & October 20, …)
- Exciting company outings/events and team-building activities
- Supportive, international, dynamic working environment and talented, culturally diverse teams
- A large pantry full of snacks, drinks, and seasonal fresh fruit
To create the HAPPINESS together!
Yêu cầu công việc
- A Bachelor’s degree in Mathematics, Statistics, Software Engineering, Computer Science, or a related fiel
- Experience:
- Minimum of 5 years in Software Engineering, with at least 2 years of hands-on experience in applying and deploying AI/ML solutions.
- Proven expertise in integrating pre-trained AI models (e.g., Hugging Face) and/or third-party AI services (OpenAI, Google AI, AWS AI) into real-world products.
- Experience in building and deploying applications on cloud platforms (AWS, GCP, Azure).
- Understanding of software development process optimization and DORA metrics is a significant advantage.
- Technical Skills:
- Proficiency in Python and AI/ML-related libraries.
- Strong experience in API development and integration (REST, gRPC).
- Solid knowledge of Docker and a basic understanding of Kubernetes.
- Hands-on experience with at least one cloud provider (AWS/GCP/Azure).
Ngôn ngữ
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English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Python
- AI (Artificial Intelligence)
- Machine Learning
- Statistics
- REST
- Docker
- MS Azure
- OpenAI
- AWS
- Kubernetes
- GCP
- gRPC
- MLOps
- Hugging Face
- Dora
Thông tin doanh nghiệp
MB Life aims to become the most trusted life insurance company.
MB Life is a joint venture between three partners: Military Commercial Joint Stock Bank (MB Bank) from Vietnam, Ageas Group from Belgium, and Muang Thai Life Assurance from Thailand.
On the journey of becoming the most trusted leading life insurance company, MB Life implements the "Omni-channel" development strategy. Specifically, the Bancassurance channel is widely deployed across 300 branches and transaction offices of MB nationwide. The traditional agency channel continues to expand with thousands of agents and a network of official offices across Vietnam. The digital channel is being developed in a synchronized, intelligent, and professional manner on platforms such as websites, fanpages, Zalo, MB App, and Viettel Pay application.
These are important foundations for MB Life to fulfill its mission: "To Create the Happiness Together" - Introducing a new approach to the Vietnamese life insurance market, both for financial products in general and insurance products in particular.