116906 - Machine Learning Engineer - IT software SaaS

- Work Location: Phu Nhuan District, HCMC

<Position Objective/Expectation>The Machine Learning Engineer will develop models in machine learning and data science, and build, maintain, and operate the infrastructure to continuously deliver these models to the service. The successful candidate will be expected to develop highly accurate modeling techniques that can leverage our data and provide value to our products, as well as develop stable systems in a team environment.

・Train, evaluate, and deploy sophisticated machine learning models to enhance the features of our drawing searching system.
・Collaborate across disciplines and with other ML teams to find technical solutions to solve complex challenges
・Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate
・Monitor and continuously improve the deployed models.

*Examples of anticipated tasks (not limited to)
・Analyze drawing images and develop technology to extract information described on the drawings.
・Study the use of large- scale language models (LLM) and large- scale visual models (LVM).
Raise the bar for engineering excellence and delivery
・Construct image recognition models and annotation system
・Collaborate with data science teams to bring prototype models to production

・Experience in challenging highly difficult technical issues with highly enthusiastic members.
・The position is close to MLOps and product management members, so you will be able to expand your work depending on your will.
・Experience in solving problems by taking into account how to develop the value of technology as a business.
・Experience working with members with expertise in a wide range of areas, including software as well as machine learning.

・Experience improving the accuracy of machine learning and statistical models
・Experience working with cloud services such as Google Cloud and AWS
・Proven track record of deploying machine learning models to production environments
・Solid knowledge of algorithms related to machine learning, statistics, linear algebra, and computer science
・Experience working with machine learning to solve business problems
・Business communication skills in English
・7+ years of experience in machine learning and data science for real business/ industry

・Experience developing machine learning pipelines using Vertex AI Pipeline, kubeflow, Apache Beam, Spark, etc.
・Experience in development and operation related to distributed processing
・Experience in image recognition, OCR, and 3D analysis
・Experience with GPU- based data processing (CUDA, OpenCL, cudf, CuPy, etc.)
・Business level Japanese proficiency

・Able to work through positive attitude and constructive discussions in fast- changing and uncertain situations.
・Those who are able to face essential issues and take action to solve them with a sense of ownership.
・Those who can sympathize with our mission “Unleashing the Potential of the Manufacturing Industry”.
・Able to communicate and discuss with an attitude of respect for others, taking into consideration their context and resolution
・Those who have a T- shaped ambition mindset to maximize their expertise by not only focusing on back- end and infrastructure but also catching up on peripheral knowledge as needed.

PRODUCT DEVELOPING ENVIRONMENT
・Development tools: GitHub, GitHub Copilot, Figma, Storybook
・Authentication: Auth0
・Framework/ Library: Frontend: React, Next.js, WebGL, WebAssembly, Backend: Rust (axum), Node.js (Express, Fastify, NestJS), PyTorch
・APIs: GraphQL, REST, gRPC
・Database/Data Warehouse: CloudSQL (PostgreSQL), AlloyDB, Firestore, BigQuery
・Infrastructure: Google Cloud, Google Kubernetes Engine, Anthos Service Mesh
・Languages:Front- end: TypeScript, Backend: Rust, TypeScript, Python
・Monitoring: Datadog, Sentry, Cloud Monitoring
・CI/CD: Github Actions
・Communication tools: Slack, Discord, JIRA, Miro, Confluence
・Environment construction: Terraform

NOTICE:

Only shortlisted candidates will be approached by RGF&039;s consultant. Your resumes will be recorded in our system, and you will receive our Job Introduction Auto- email with suitable jobs in the coming time. Please check your email regularly to get our vacant job. Thanks so much!

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Cập nhật gần nhất lúc: 2025-08-14 04:50:03