説明
Job Qualifications:
- Minimum four (4) years of related experience as an AI/Machine Learning Developer.
- Ability to work on multiple projects/ tasks in an agile environment.
- Good communication and presentation skills at all levels – colleagues, clients and top management.
- Results-oriented, resourceful and a good team-player.
Experience/Skills Requirement:
- DSPY: Strong understanding of AI concepts and techniques using DSPY.
- Python: Proficiency in Python programming, including libraries such as Pandas for data manipulation, NumPy for numerical computations, and scikit-learn for machine learning.
- RAG (Retrieval-Augmented Generation): Experience with RAG techniques to enhance model performance and output relevance.
- Vector Databases: Knowledge of vector databases like Faiss or Milvus.
- NET: Experience with .NET for integrating machine learning models into applications.
- Prompt Engineering for LLMs: Experience in designing and refining prompts for Large Language Models (LLMs) such as ChatGPT to optimize their performance and interaction.
- API Development: Experience in developing and consuming APIs.
- Deployment: Proven experience in deploying Python projects to production environments.
- Model Training: Proven experience in creating, training, and optimizing custom machine learning models.
Responsibilities and Duties:
- Is expected to conduct research, design, implement and manage software applications based on user requirements
- To respond to and manage change quickly, including the refocusing of development efforts and adapting to evolving requirements
- To continue to update his/her technical knowledge and skills
- Evaluating machine learning processes
- Collecting and analyzing large amounts of data
- Programming AI software to utilize large amounts of data
- Developing and deploying AI algorithms
- Collaborating with other team members to establish goals for AI processes
- Evaluating the effectiveness of AI
- Managing data and project infrastructure
- Staying up to date on the latest AI developments
Most importantly, we are looking for people who can live by our Values:
- Providing superior customer experiences
- Creating an awesome work environment
- Pursuing opportunities for diversification and growth
- Communicating openly and honestly
- Giving back to the communities in which we live and work
要件
Please refer to job description.