ML Engineer Enterprise Artificial IntelligenceML Engineer Enterprise Artificial Intelligence
Nơi làm việc: Hồ Chí Minh
Ngành nghề: IT phần mềm, Marketing - PR, Marketing / Truyền thông / Quảng cáo
Thu nhập: Thỏa thuận
Hình thức: Toàn thời gian
Ngày đăng: 10/09/2024
Hạn nộp: 30/09/2024
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Mô tả công việc
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 world-leading 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 AI/ML Engineer, you will design and develop scalable and reliable artificial intelligence and machine learning models for various domains and applications.
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.
Job Description
Responsibilities
Train, evaluate, and deploy AI/ML models using Databricks MLflow
Prepare and augment training datasets for models
Develop AI and LLM solutions based on business requirements using approaches such as RAG architecture on enterprise data
Collaborate with data scientists and Full stack ai engineers, and domain experts on cross-functional projects using Databricks Workspaces
Research and evaluate new AI/ML technologies and Databricks best practices
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 world-leading 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 AI/ML Engineer, you will design and develop scalable and reliable artificial intelligence and machine learning models for various domains and applications.
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.
Job Description
Responsibilities
Train, evaluate, and deploy AI/ML models using Databricks MLflow
Prepare and augment training datasets for models
Develop AI and LLM solutions based on business requirements using approaches such as RAG architecture on enterprise data
Collaborate with data scientists and Full stack ai engineers, and domain experts on cross-functional projects using Databricks Workspaces
Research and evaluate new AI/ML technologies and Databricks best practices
Yêu cầu
Your Skills and Experience
Must Have
Bachelor's degree or higher in computer science, statistics, mathematics, or a related field
2+ years of hands-on development experience, using typical machine learning and data science tools such as pandas, scikit-learn, and TensorFlow/PyTorch
Experience with the latest techniques in natural language processing including vector databases, computer vision processing, fine-tuning LLMs, and deploying LLMs with tools such as HuggingFace, Langchain, and OpenAI, etc.
Familiarity with Databricks products and services
Have working knowledge of CI/CD
Effective communication, documentation, and white-boarding skills
Strong interest in collaboration, learning, and driving value through ML
Additional Information
Strongly Preferred
Databricks certifications
Experience in building and deploying AI/ML models using Databricks products
Working knowledge of at least one major cloud ecosystem (Azure, AWS, or GCP): Azure is preferred
Knowledge in LLM use cases such as RAG
Experience working with a geographically distributed and cross-functional team including systems integrators and third-party companies
Must Have
Bachelor's degree or higher in computer science, statistics, mathematics, or a related field
2+ years of hands-on development experience, using typical machine learning and data science tools such as pandas, scikit-learn, and TensorFlow/PyTorch
Experience with the latest techniques in natural language processing including vector databases, computer vision processing, fine-tuning LLMs, and deploying LLMs with tools such as HuggingFace, Langchain, and OpenAI, etc.
Familiarity with Databricks products and services
Have working knowledge of CI/CD
Effective communication, documentation, and white-boarding skills
Strong interest in collaboration, learning, and driving value through ML
Additional Information
Strongly Preferred
Databricks certifications
Experience in building and deploying AI/ML models using Databricks products
Working knowledge of at least one major cloud ecosystem (Azure, AWS, or GCP): Azure is preferred
Knowledge in LLM use cases such as RAG
Experience working with a geographically distributed and cross-functional team including systems integrators and third-party companies
Quyền lợi
Thưởng
15 annual day + 1/ Allowance
Đào tạo
Bonus (twice/year)/ Excellent Training program/ Oversea training/ Private Healthcare
Máy tính xách tay
Laptop provided
15 annual day + 1/ Allowance
Đào tạo
Bonus (twice/year)/ Excellent Training program/ Oversea training/ Private Healthcare
Máy tính xách tay
Laptop provided
Thông tin khác
NGÀY ĐĂNG
26/08/2024
CẤP BẬC
Nhân viên
NGÀNH NGHỀ
Công Nghệ Thông Tin/Viễn Thông > Data Engineer/Data Analyst/AI
KỸ NĂNG
Data Storage Technology, TensorFlow, CI/CD, Azure Databricks, Python Pandas
LĨNH VỰC
Phần Mềm CNTT/Dịch vụ Phần mềm
NGÔN NGỮ TRÌNH BÀY HỒ SƠ
Tiếng Anh
SỐ NĂM KINH NGHIỆM TỐI THIỂU
2
QUỐC TỊCH
Người Việt Nam
Xem thêm
26/08/2024
CẤP BẬC
Nhân viên
NGÀNH NGHỀ
Công Nghệ Thông Tin/Viễn Thông > Data Engineer/Data Analyst/AI
KỸ NĂNG
Data Storage Technology, TensorFlow, CI/CD, Azure Databricks, Python Pandas
LĨNH VỰC
Phần Mềm CNTT/Dịch vụ Phần mềm
NGÔN NGỮ TRÌNH BÀY HỒ SƠ
Tiếng Anh
SỐ NĂM KINH NGHIỆM TỐI THIỂU
2
QUỐC TỊCH
Người Việt Nam
Xem thêm
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Vị trí ML Engineer Enterprise Artificial Intelligence do công ty ML Engineer Enterprise Artificial Intelligence tuyển dụng tại Hồ Chí Minh, Joboko tự động tổng hợp mức lương Thỏa thuận, tìm thêm việc làm về ML Engineer Enterprise Artificial Intelligence hoặc công ty ML Engineer Enterprise Artificial Intelligence ở các link phía trên
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