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Software Engineer – AI/Machine Learning Developer

1 month ago

Makati City, National Capital Region, Philippines Nelnet Philippines, Inc. Full time

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:

  • Conduct research, design, implement and manage software applications based on user requirements.
  • Respond to and manage change quickly, including the refocusing of development efforts and adapting to evolving requirements.
  • Continue to update technical knowledge and skills.
  • Evaluate machine learning processes.
  • Collect and analyze large amounts of data.
  • Program AI software to utilize large amounts of data.
  • Develop and deploy AI algorithms.
  • Collaborate with other team members to establish goals for AI processes.
  • Evaluate the effectiveness of AI.
  • Manage data and project infrastructure.
  • Stay 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.
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