MLOps Engineer

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
Our global AI, Data & Analytics Division at Renesas is experiencing an increasing demand for AI and Generative AI (LLM) based solutions. Working closely with our business partners, we deliver AI solutions to help drive value for Renesas at a global enterprise scale. We are seeking passionate candidates that will thrive as part of a global team of technologists that love empowering customers, collaborating with teammates, and using the latest AI and Data technologies.
Responsibilities

Researching and evaluating new technologies and frameworks for improving the efficiency and effectiveness of machine learning workflows.
Applying best practices and standards for data quality, code quality, version control, CI/CD, and documentation.
Optimize and monitor the performance, reliability, and security of AI/ML systems.
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.

Yêu cầu công việc

Qualifications

Must Have

Proficiency in Python, SQL, and at least one of the following frameworks and libraries: TensorFlow/PyTorch, Scikit- learn, etc.
Experience with DevOps, MLOps, or LLMOps tools and methodologies, such as Git, Docker, Kubernetes, Jenkins, Airflow, Kubeflow, etc.
Strong interest in collaboration, learning, and driving value through ML.
Have working knowledge of CI/CD.
Bachelor&039;s degree or higher in computer science, mathematics, or a related field.
Strong communication, documentation, and white- boarding skills.
Familiarity with Databricks products and services.

Strongly Preferred

Knowledge in LLM actual use cases.
Experience with Databricks, Mlflow, Spark, Delta Lake, and other components of the Databricks Unified Data Analytics Platform.
Databricks certifications.
Working knowledge of at least one major cloud ecosystem (AWS, Azure, or GCP). Azure is preferred.
Experience working with a geographically distributed and cross- functional team including systems integrators and third- party companies.

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

Cập nhật gần nhất lúc: 2024-10-16 15:50:03