DATA Gen AI Specialist

NEXUS CORPORATION (Tokyo, 日本) フォロー 26日前

Full-time Deep Learning Software Engineering Software Development Data Visualization Agile

今すぐ適用する

Roles and Responsibilities:

Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, and GANs
Collaborating with cross-functional teams to define AI project requirements and objectives, ensuring alignment with overall business goals
Conducting research to stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques and identify opportunities to integrate them into our products and services
Optimizing existing generative AI models for improved performance, scalability, and efficiency
Developing and maintaining AI pipelines, including data preprocessing, feature extraction, model training, and evaluation
Developing clear and concise documentation, including technical specifications, user guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders
Contributing to the establishment of best practices and standards for generative AI development within the organization
Providing technical mentorship and guidance to junior team members

Requirements

Degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field. A Ph.D. is highly desirable
5+ years of IT experience
Native Japanese + Business level English
Solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs
Proficient in Python and have experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or Keras
Strong knowledge of data structures, algorithms, and software engineering principles
Familiar with cloud-based platforms and services, such as AWS, GCP, or Azure
Experience with natural language processing (NLP) techniques and tools, such as SpaCy, NLTK, or Hugging Face
Familiar with data visualization tools and libraries, such as Matplotlib, Seaborn, or Plotly
Knowledge of software development methodologies, such as Agile or Scrum
Excellent problem-solving skills, with the ability to think critically and creatively to develop innovative AI solutions
Strong communication skills, with the ability to convey complex technical concepts to a diverse audience effectively
Possess a proactive mindset, with the ability to work independently and collaboratively in a fast-paced, dynamic environment