AI Systems Developer (Fine-Tuning on Custom Data)
Location: Onsite
Job Type: Full-Time
About Us:
iSpring Water Systems is a water filtration company located in the Greater Metro Atlanta area, specializing in creating efficient clean water solutions for a variety of residential and commercial needs. Thanks to the Internet boom, iSpring has thrived for nearly two decades, especially in e-commerce and tech innovation.
Position Overview:
As an AI Systems Developer, you will play a crucial role in designing and building a self-evol AI system that will work between the team and the data, embedding the product and business knowledge into the work flows, in the form of AI Agents, delivering accurate and context-aware interactions, thus empowering the team.
Key Responsibilities:
- Design and implement LLM training and fine-tuning processes using custom datasets.
- Collaborate with cross-functional teams to identify data requirements and define project goals.
- Prepare, clean, normalization, and format conversion for training, ensuring the highest quality inputs for effective fine-tuning.
- Utilize AI platforms, resources, frameworks, and tools, such as HuggingFace, CoLab, LoRA, Dolly, Orca, GraphRAG, Dify, and Chat 2DB to enhance and expedite the projects.
- Conduct thorough testing and validation of AI models to ensure accuracy, performance, and scalability of the AI systems during deployment.
- Create internal tools for team members to review and edit training data, fostering collaboration and continuous improvement.
- Stay updated on the latest advancements in AI technologies and methodologies.
Qualifications:
- Bachelor's degree in Computer Science, Data Science, or a related field, from a well-known college or university.
- Strong programming skills in Python, PHP, and experience with machine learning frameworks (e.g., TensorFlow, PyTorch).
- Proven experience in fine-tuning language models with custom data, particularly in the context of KB, Q&A, and BI systems.
- Familiarity with data preparation techniques and formats (e.g., #instruction, #input, #output).
- Excellent analytical and problem-solving skills, with attention to detail.
What We Offer:
- Competitive salary and comprehensive benefits package.
- Opportunities for professional development and career advancement.
- A collaborative and creative work environment focused on innovation.
- Flexible working hours and remote work options.
How to Apply:
If you are passionate about AI and have experience in fine-tuning models with custom data, we want to hear from you! Please submit your resume and a cover letter detailing your relevant experience to ...@ispringfilter.com. Join us in shaping the future of AI-driven solutions!