AI/ML Developer

5 days ago


Manila, National Capital Region, Philippines Nelnet Philippines, Inc. Full time

Company Overview:

  • Nelnet Philippines, Inc. is a leading technology company that delivers innovative solutions for the digital age.

Job Description:

Key Responsibilities
  • Conduct in-depth research to design and implement software applications that meet user requirements.
  • Collaborate with cross-functional teams to respond to change and adapt to evolving project needs.
  • Evaluate machine learning processes and identify areas for improvement.
  • Analyze large datasets to inform business decisions.
  • Develop and deploy AI algorithms to drive business outcomes.

Required Skills and Qualifications:

Technical Requirements
  • 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.

Benefits:

  • A comprehensive compensation package.
  • Ongoing opportunities for professional growth and development.
  • A collaborative and dynamic work environment.


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