08 Sep
|
Syncarp
|
Bangalore Urban
08 Sep
Syncarp
Bangalore Urban
Hiring for a Global IT service provider, in "AI- Forward Deployed Engineers" based out of Chennai/Bangalore
Experience: 8+ Years, with Model Optimization, Fine-Tuning & Strategic AI
Are you someone who doesn’t just use AI models—but optimizes, fine-tunes, and pushes them to their limits ?
Model Fine-Tuning: Implement PEFT (Parameter-Productive Fine-Tuning), LoRA, and QLoRA to adapt open-source models (Llama 3, Mistral) to specific client domains.
- Optimization & Quantization: Perform model quantization to reduce inference costs and latency without sacrificing quality. Manage Dense Vectors and embedding optimizations.
- State-of-the-Art Exploration: Continuously research and implement the latest advancements
(e.g., State Space Models, Long-Context optimizations) into client deliverables.
- Strategic Consulting: Act as a trusted advisor to C-level client executives, defining the "Art of the Possible" and guiding long-term AI roadmaps.
Technical Requirements:
- Deep Learning: PyTorch/TensorFlow, Transformers architecture internals, Attention mechanisms.
- Model Ops: Serving custom models (vLLM, TGI), GPU memory management, Quantization techniques (GGUF, AWQ).
- Advanced Data: Training data curation, synthetic data generation, RLHF concepts.
- Leadership: Ability to define the technical culture and set standards for the entire FDE organization.
📌 Forward Deployed Engineer (Bangalore Urban)
🏢 Syncarp
📍 Bangalore Urban