Cơ hội việc làm Hanoi/HCM【Machine Learning Engineer/Hybrid Working】

Hanoi/HCM【Machine Learning Engineer/Hybrid Working】

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Địa điểm
Hồ Chí Minh
Mức lương
85,000,000 đ〜100,000,000 đ (Lương theo tháng)
Ngành nghề
Kữ sư AI / Kỹ sư web / Kỹ sư Hệ thống (SE) / Chuyên viên Phân tích Hệ thống & Tư vấn / CTO
Hình thức
Nhân viên chính thức
Ứng tuyển ngay

Yêu thích

Mô tả công việc

■Expected Role


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.


■Responsibility:


・Train, evaluate, and deploy sophisticated machine learning models to enhance the features of our drawing searching system. 

・Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate

・Collaborate across disciplines and with other ML teams to find technical solutions to solve complex challenges

・Monitor and continuously improve the deployed models.


■Examples of what success looks like in this role: 


・Analyze drawing images and develop technology to extract information described on the drawings.

・Construct image recognition models and annotation system

・Study the use of large-scale language models (LLM) and large-scale visual models (LVM).

・Collaborate with data science teams to bring prototype models to production

・Raise the bar for engineering excellence and delivery


■Interest and experience gained from this position:


・Experience in challenging highly difficult technical issues with highly enthusiastic members.

・Experience working with members with expertise in a wide range of areas, including software as well as machine learning.

・Experience in solving problems by taking into account how to develop the value of technology as a business.

・The position is close to MLOps and product management members, so you will be able to expand your work depending on your will.



Yêu cầu ứng viên

【MUST-HAVE REQUIREMENTS】


・Solid knowledge of algorithms related to machine learning, statistics, linear algebra, and computer science

・Experience working with machine learning to solve business problems

・Experience improving the accuracy of machine learning and statistical models

・Proven track record of deploying machine learning models to production environments

・Experience working with cloud services such as Google Cloud and AWS

・Business communication skills in English 


【NICE-TO-HAVE REQUIREMENTS】


・Experience in image recognition, OCR, and 3D analysis

・Experience with GPU-based data processing (CUDA, OpenCL, cudf, CuPy, etc.)

・Experience developing machine learning pipelines using Vertex AI Pipeline, kubeflow, Apache Beam, Spark, etc.

・Experience in development and operation related to distributed processing

・Business level Japanese proficiency

NMENT



Quyền lợi

【PRODUCT DEVELOPING ENVIRONMENT】


・Front-end: TypeScript, React, Next.js

・Backend: Rust (axum), TypeScript, Node.js (Express,Fastify,NestJS)

・Machine Learning, algorithm: Rust,Python,OpenCV, PyTorch,TorchServe, Elasticsearch, Vertex AI

・Infrastructure: Google Cloud, Google Kubernetes Engine, Anthos Service Mesh, Istio, Cloudflare, Argo Workflows

・Event Bus: Cloud Pub/Sub

・DevOps: GitHub, GitHub Actions, ArgoCD, Kustomize, Helm, Terraform, Datadog, MixPanel, Sentry

・Data: CloudSQL(PostgreSQL), AlloyDB, BigQuery, dbt, trocco

・API: GraphQL, REST, gRPC

・Authentication: Auth0

・Development tools: GitHub Copilot, Figma, Storybook

・Communication tools: Slack, Discord, JIRA, Miro, Confluence



Working style:

Hybrid (come to Office at least once a week)

Remote (depending on the case, and limited to those who can go on business trip due to Company orders)


Employment type: 

Official full-time employee

Probation period: 2 months


Holidays and leave:

Annual paid leave: 12 days

National holidays

Year-end holidays (December 31 to January 2)

Tet holidays

Others (following Labor Regulations)


Benefits:

・13th month salary

・Salary review: twice a year

・100% monthly basic salary and mandatory social insurances in 2-month probation

・Premium Health Insurance

・Social insurance, health insurance, unemployment insurance, workers’ accident compensation insurance

・Annual health check-up

・Allowances such as: child-care allowance, commuting allowance, life event congratulatory gift, etc

Growth support such as subsidy for server fee, support for attending external training courses

・Intensive training program (external or internal training courses, workshop etc)

・Devices: PC and display of desired specifications

・Awards: Company awards, every 6 month MVP awards

・Activities: Year-end-party, team building, etc



Thời gian làm việc

8:00-17:00

Mon-Fri

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