Software Engineer – AI/Machine Learning Developer (work-from-home) - Quezon City

Job Description

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, clientsand 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