Machine Learning Ops Engineer

1 week ago


Ho Chi Minh City, Ho Chi Minh, Vietnam Renesas Design Vietnam Full time
Renesas Design Vietnam

***- 31 Tan Thuan, District 7, Ho Chi Minh- At office- Posted 3 hours ago- Skills:
  • DevOps
Python

SQL

Top 3 reasons to join us:

  • Cutting-edge technology in semiconductor design
  • Competitive compensation and benefit package
  • Young, dynamic, teamoriented working environment

Job description:

Company Description:

  • Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world, and our goal is to make every endpoint intelligent by offering product solutions in the automotive, industrial, infrastructure and IoT markets. Our robust product portfolio includes worldleading MCUs, SoCs, analog and power products, plus Winning Combination solutions that curate these complementary products. We are a key supplier to the world's leading manufacturers of electronics you rely on every day; you may not see our products, but they are all around you.
  • Renesas employs roughly 21,000 people in more than 30 countries worldwide.
As a global team, our employees actively embody the Renesas Culture, our guiding principles based on five key elements:
Transparent, Agile, Global, Innovative, and Entrepreneurial.

Renesas believes in, and has a commitment to, diversity and inclusion, with initiatives and a leadership team dedicated to its resources and values.

At Renesas, we want to build a sustainable future where technology helps make our lives easier. Join us and build your future by being part of what's next in electronics and the world.

About this role

  • As an MLOps Engineer, you will automate and streamline the process of integrating and maintaining machine learning models for both traditional and generative AI.

About our team

  • Developing, testing, deploying, and monitoring scalable and reliable machine learning pipelines using Databricks
  • Troubleshooting and resolving issues related to data, model, and infrastructure performance and availability
  • Optimize and monitor the performance, reliability, and security of AI/ML systems
  • Research and evaluate new technologies and frameworks for improving the efficiency and effectiveness of machine learning workflows

Your skills and experience:

Qualifications:

  • Bachelor's degree or higher in computer science, mathematics, or a related field
  • Experience with DevOps, MLOps, or LLMOps tools and methodologies, such as Git, Docker, Kubernetes, Jenkins, Airflow, Kubeflow, etc.
  • Proficiency in Python,
    SQL, and at least one of the following frameworks and libraries: TensorFlow/PyTorch, Scikitlearn, etc.
  • Familiarity with Databricks products and services
  • Have working knowledge of CI/CD
  • Effective communication, documentation, and whiteboarding skills
  • Strong interest in collaboration, learning, and driving value through ML

Additional Information:

Strongly Preferred

  • Databricks certifications
  • Experience with Databricks, MLflow, Spark, Delta Lake, and other components of the Databricks Unified Data Analytics Platform
  • Working knowledge of at least one major cloud ecosystem (AWS, Azure, or GCP). Azure is preferred
  • Knowledge in LLM use cases such as RAG
  • Experience working with a geographically distributed and crossfunctional team including systems integrators and thirdparty companies

Why you'll love working here:

  • Renesas Design Vietnam Company Limited aims to provide our employees with comprehensive compensation and benefit plans, and a professional working environment

Some featured benefits are:

  • Competitive salary/bonus based on working performance.
  • Excellent training program.
  • Opportunity for promotion.
  • Fair assessment.
  • 24/24 hour insurance package including social and medical and unemployed insurance
  • Dynamic people.
  • Teamoriented environment.
  • Sport activities and Annual company trip

Renesas Design Vietnam:

Who We Are:
The World - Leading Embedded Solution Provider

  • Company type
  • IT Product
  • Company size
employees

  • Country


Japan
  • Working days


Monday
  • Friday
  • Overtime policy
  • Extra salary for OT


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