Job description
Are you passionate about AI and eager to work on cutting-edge technology
Do you know how to develop AI models and deploy them to production environments
Were looking for a Data Scientist to join our team and help drive innovation in AI-driven recruitment service.
If you're experienced with large language models (LLMs),
AI systems, and cloud service, we want to hear from you!
* Design, develop, and deploy AI and machine learning models with a focus on large language models (LLMs).
* Optimize AI models and systems for performance, scalability, and reliability.
* Build and refine recommendation engines and generative AI systems.
* Conduct LLM assessment, including systematic validation, benchmarking of LLMs and prompt injections.
* Collaborate with cross-functional teams to bring AI solutions to production.
* Implement ML-assisted data processing, labeling, and distillation techniques.
* Ensure AI systems comply with security standards and regulatory requirements.
* Stay current with the latest AI trends and technologies to apply innovative solutions to business problems.
* Provide guidance and mentorship to team members on AI best practices.
* Maintain comprehensive documentation of AI architecture, design decisions, and workflows.
Requirement:
LanguageGOOD English OR Japanese
Must
* 2+ years of hands-on experience developing AI and data products.
* Strong experience with Large Language Models (LLMs) and NLP frameworks/libraries (e.g., Gensim, SpaCy).
* Proficiency with the modern data science stack, including Python, NumPy, Pandas, Scikit-Learn, and Jupyter/Colab notebooks.
* Experience taking AI ideas to production and familiarity with cloud platforms
* Knowledge of Deep Learning frameworks like PyTorch, TensorFlow, and Keras.
* Experience in machine learning software stacks involving deep neural networks, optimization, simulation, and ETL processes.
* Hands-on experience with generative AI, prompting techniques, vector databases, embeddings, fine-tuning, and agentic systems.
* Strong analytical and problem-solving skills with attention to detail.
* Experience with SQL and NoSQL databases, data warehouses, and RESTful APIs.
Good to have:
* Experience with LLM safety testing and developing defense mechanisms against vulnerabilities (e.g., prompt injections).
* Familiarity with fairness assessments in AI systems.
* Experience with LLM guardrails and safety tools like NeMo, LLM-Guard.
* Experience with building NLP and NLU models using state-of-the-art algorithms (BERT, Transformer, etc.).
Working time: Mon-Fri8:00-17:00, flex time
Công ty tuyển dụng của Nhật Bản
Việc Ơi có mặt ở Việt Nam vào năm 2016 với 100% vốn của Nhật Bản.
Chuyên tư vấn, giới thiệu nhân sự, cung cấp công cụ Pandatest kiểm tra tính cách ứng viên đồng thời hỗ trợ tư vấn xây dựng tổ chức, đóng góp vào sự vận hành thành công của doanh nghiệp.
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