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Mô tả 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.
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).
Tại sao bạn sẽ yêu thích làm việc tại đây
Being an Amazer at MBAL, 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!
MB Ageas Life