AI/ML Developer
5 days ago
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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