We're building a self-service LoRA / full fine-tuning platform for LLMs, deployed on AKS. This role owns the training pipeline and data pipeline — turning raw datasets into validated training inputs and running LoRA/full fine-tuning jobs on GPU infrastructure.
What you'll do
- Build and improve LoRA and full fine-tuning workflows (PyTorch + PEFT + CUDA)
- Own dataset ingestion, transformation, and validation
- Work within existing config and logging contracts shared with other platform teams
What you need
- Strong Python and hands-on PyTorch experience
- Experience with LoRA or full fine-tuning of LLMs
- Comfort debugging CUDA/GPU training workloads
- Experience building data ingestion/validation pipelines
Nice to have
- vLLM or LLM inference-serving experience
- Azure (Blob Storage, Snowflake) experience
- Basic Kubernetes familiarity
Skills Required
- Strong Python experience
- Hands-on PyTorch experience
- Experience with LoRA or full fine-tuning of LLMs
- Experience debugging CUDA and GPU training workloads
- Experience building data ingestion and validation pipelines
- vLLM or LLM inference-serving experience
- Azure Blob Storage experience
- Snowflake experience
- Basic Kubernetes familiarity
Jade Global Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Jade Global and has not been reviewed or approved by Jade Global.
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Healthcare Strength — Core medical, dental, and vision coverage appears established with mainstream U.S. carriers, forming a solid baseline of healthcare support. EAPs and tax‑advantaged accounts (FSAs/HSAs) are also cited, indicating options beyond basic insurance.
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Retirement Support — A 401(k) program with employer match is consistently referenced as part of the package. Availability of traditional and Roth options is noted, supporting long‑term savings flexibility.
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Parental & Family Support — Parental leave is referenced, and family‑oriented offerings such as backup childcare are highlighted in company materials. These elements can enhance the overall family support experience even when cash pay is not top‑tier.
Jade Global Insights
What We Do
A Trusted Partner for Every Digital Enterprise Bringing Value. Jade Global is a global IT consulting company with two decades of industry experience that helps the world’s leading businesses and organizations build their digital core, optimize their operations, and accelerate revenue growth. We are headquartered in San Jose, California; Jade Global operates with offices in 13 locations across North America, the UK, and Asia. Renowned as a trusted "partner of choice" for businesses in Healthcare & Life Sciences, Hi-tech, Retail, Manufacturing, and Financial Industries, Jade Global has innovated 30+ industry-specific solutions. Whether your focus is harnessing or expanding Gen-AI, AI, and digital capabilities, transforming operating models, or accelerating insightful decision-making, we’re here to help you gain and maintain a competitive edge with efficient, sustainable models. At Jade Global, it’s all about outcomes—your outcomes—and delivering the results you desire, tailored to your unique requirements
Why Work With Us
We are Great Place to Work Certified company and Jade focus on people first approach.
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