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Machine Learning Engineer (RAG - Open Source LLM)

Dexon Technology Public Company Limited
Dexon Technology Public Company Limited (Mueang Rayong)
Rayong, Thailand 🇹🇭
Dexon Technology Public Company Limited
Dexon is committed to the delivery of quality inspection services and continuous improvement for our customers satisfaction. Dexon was established in Norway in 1979 and has had its base of operations in Asia since 1996. We are proud to have worked around the world with industry leaders such as Shell, Statoil, Total, Chevron, ConocoPhillips, Exxon Mobil, PTTEP, Newmont and many others. With certification from ISO, DNV, ABS and OSHA we have the capability and commitment to quality to ensure that we are always able to exceed our customers expectations.

About this position

We urgently seek a Machine Learning Engineer with expertise in retrieval-augmented generation (RAG) techniques. This role involves implementing a knowledge management system and supporting the company's inspection services.

Responsibilities

• RAG Development: Enhance LLM performance with RAG methods.
• Knowledge Management: Develop and maintain a knowledge management system.
• Inspection Support: Provide ML-based support for inspection services.
• Data Engineering: Manage and preprocess datasets; develop pipelines.
• Model Training: Train and optimize LLMs.
• Data Security: Implement data security practices.
• Research: Stay updated on NLP advancements.
• Collaboration: Work with teams and communicate technical concepts.
• Testing: Develop and execute testing protocols.

Requirements

• Education: Bachelor's or Master’s degree in Computer Science, Data Science, Machine Learning, or a related field; a Ph.D. is a plus.
• Experience: Proven experience in ML, NLP, data engineering, LLMs (e.g., GPT, BERT, T5), and data security. RAG experience is essential.
• Technical Skills: Proficient in Python, ML libraries (TensorFlow, PyTorch), and data management tools (SQL, NoSQL, Hadoop).
• Soft Skills: Strong problem-solving, communication, teamwork, and multitasking abilities.
• Preferred:
• Experience deploying ML models.
• Familiarity with cloud platforms (AWS, Google Cloud, Azure).
• Knowledge of version control systems (Git).

Benefits

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Huneety A.I Salary Estimate
45,000 - 120,000 THB per month