Mô tả công việc
Tóm tắt công việc
We are looking for a Senior Data Consultant with 7+ years of experience spanning data engineering, machine learning, and cloud computing to design, build, and scale data platforms for our global clients. The ideal candidate has a strong track record of architecting ETL pipelines, deploying predictive models, and leading cross-functional delivery in pharmaceutical, fintech, SaaS, and enterprise domains. This role combines hands-on data engineering, ML application, and team leadership within an agile delivery model.
Key Responsibilities
• Architect, engineer, and optimize scalable ETL pipelines across structured and unstructured data sources.
• Design and deliver big data processing workflows using PySpark, Scala, and AWS EMR for large-scale analytics.
• Build and maintain data integration workflows using Azure Data Factory, AWS Glue, and equivalent orchestration tools.
• Develop and deploy predictive models and machine learning solutions using Scikit-learn, TensorFlow, and PyTorch.
• Design and validate reinforcement learning pipelines for sequential decision-making and AI-driven systems.
• Build and operate data warehouse and analytical store solutions on AWS Redshift, MongoDB, PostgreSQL, MySQL, and S3.
• Develop backend services and RESTful APIs using Python frameworks (Flask, Django, FastAPI) and [protected info]
• Implement DevOps best practices using Docker, Jenkins, SonarQube, Celery, RabbitMQ, and CI/CD pipelines.
• Lead code reviews, mentor junior engineers, and facilitate Proof of Concept (POC) sessions with clients.
• Coordinate directly with clients and stakeholders to translate complex requirements into data-driven, production-ready systems.
• Working time: Monday to Friday, 14:00-23:00
• Start date: ASAP
• Engagement: Long-term
• Language: English professional mandatory
• Join a French tech company in Vietnam, combining European standards with local agility
• Work in a truly international environment, with 13+ nationalities collaborating daily
• Contribute to projects serving clients in 32 countries worldwide
• Be part of long term, meaningful SaaS projects with real business impact
• Grow your skills through mentoring, code reviews, and collaboration with experienced teams
• Enjoy a professional, supportive, and people focused work culture
• Visa, resident card, and work permit provided for expat profiles working in Vietnam
Yêu cầu
• 7+ years of professional experience in data engineering, with hands-on exposure to machine learning and cloud platforms.
• Expert-level proficiency in Python; working knowledge of JavaScript, Shell, Scala, and TypeScript.
• Strong experience with PySpark and Scala for distributed data processing on AWS EMR or equivalent platforms.
• Hands-on expertise with AWS services: EMR, Lambda, S3, Redshift, EC2.
• Experience with Azure Data Factory and additional exposure to GCP services.
• Proficiency with relational and NoSQL databases: PostgreSQL, MySQL, MongoDB, Redis.
• Solid background in machine learning and data science libraries: Pandas, Scikit-learn, TensorFlow, PyTorch.
• Experience deploying production applications using Gunicorn, Apache, or NGINX.
• Strong working knowledge of DevOps tooling: Docker, Jenkins, SonarQube, Celery, RabbitMQ, CI/CD.
• Excellent communication, mentorship, and stakeholder management skills.
Preferred Qualifications
• Experience in pharmaceutical, healthcare, or fintech data platforms.
• Hands-on experience with computer vision frameworks such as YOLOv5 and CNN-based models.
• Exposure to NLP, recommendation systems, or reinforcement learning in production.
• Experience with web automation, scraping, and bot frameworks (Selenium, Beautiful Soup) for data acquisition.
• Familiarity with payment integrations (Stripe, PayPal), authentication (OKTA, Google SSO), and third-party API ecosystems.
• Track record of leading distributed agile (Scrum) teams across multiple concurrent projects.
Education
• Bachelor's degree in Computer Engineering, Computer Science, or a related discipline (required).
• Advanced degree or relevant cloud/data certifications (AWS, Azure, GCP) considered a plus.
Thông tin khác
JavaScript
Python
TypeScript
Machine Learning
PostgreSQL
MySQL
Selenium
MongoDB
API
NoSQL
AWS Lambda
Jenkins
Paypal
RabbitMQ
Nginx
Docker
Redis
Scala
AWS Redshift
MS Azure
DevOps
Apache
Amazon S3
SonarQube
AWS
PySpark
Amazon EMR
Amazon EC2
Azure Data Factory
GCP
Pandas
scikit-learn
Tensorflow
PyTorch
Celery
CI/CD
Fintech
Computer Vision
CNN
NLP
BeautifulSoup
Stripe
SSO
Thông tin chung