Senior Software Engineer
7 days ago
Job Summary:
Nelnet Philippines, Inc. is seeking an experienced Machine Learning Engineer to join our team.
Key Responsibilities:
- Design and implement software applications that utilize large amounts of data.
- 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.
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.
What We Offer:
- A competitive salary and benefits package.
- The opportunity to work on challenging projects and contribute to the company's success.
- A collaborative and dynamic work environment.
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