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

Nelnet Philippines, Inc.

Negotiable[Pazarlıklı]
Tesis içi - Makati1-3 Yıl TecrübeEğitim gerekli değilTam zamanlı
Paylaşmak

İş tanımı

Açıklama

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: 

  • 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

 

Gereklilik

Please refer to job description.

Software DevelopmentEmbedded SystemsC++Devre tasarımıSorun gidermeAgile MethodologiesTeam CollaborationProblem çözmeTesting And Debugging
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Boss

HR ManagerNelnet Philippines, Inc.

Çalışma konumu

27th Flr Tower 2, The Enterprise Centre, Paseo De Roxas Cor Ayala Ave. San Lorenzo, Metro Manila, Philippines

Yayınlandı 10 April 2025

Nelnet Philippines, Inc.

51-100 Çalışan

Bilgi Teknolojisi

İşe alınan iş ilanını görüntüle

Rapor

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