We are seeking an expert-level Applied AI Engineer to operate at the cutting edge of model optimization and large-scale AI systems. This role involves optimizing, fine-tuning, and deploying models at the core level, defining technical standards, and acting as a strategic advisor to senior leadership. The ideal candidate will have a deep understanding of Transformers & Attention mechanisms and experience with vLLM, TGI, and custom model serving.
Key Highlights
Key Responsibilities
Technical Skills Required
Benefits & Perks
Nice to Have
Job Description
Hiring for a Global IT service provider, in AI Forward Deployed Engineers.
Experience: 8+ Years, based out of Chennai/Bangalore
🚀 Hiring: Forward Deployed Engineers/AI Architect – Model Optimization & Strategy
Experience: 8+ Years | Location: Chennai / Bangalore → Japan (Relocation)
Job Type: Full-time | Global AI Leadership Role
🌍 About the Role
We are looking for an expert-level Applied AI Engineer who operates at the cutting edge of model optimization and large-scale AI systems. This is not an API-only role—you will optimize, fine-tune, and deploy models at the core level, define technical standards, and act as a strategic advisor to senior leadership.
This role offers a unique global career path:
- First 18 months: Based in Chennai or Bangalore
- Post 18 months: Relocation to Japan
- Language: Willingness to learn Japanese (company-supported)
🧠 What You’ll Do
Model Optimization & Fine-Tuning
- Implement PEFT, LoRA, QLoRA to fine-tune open-source LLMs (LLaMA-class, Mistral-class)
- Customize models for domain-specific, production-grade use cases
- Handle complex edge cases in large-scale deployments
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Performance, Quantization & Inference
- Optimize inference cost and latency using quantization techniques (GGUF, AWQ)
- Manage GPU memory efficiently and squeeze maximum performance from hardware
- Optimize dense vectors and embedding pipelines
State-of-the-Art Innovation
- Continuously evaluate and integrate emerging research (e.g., State Space Models, long-context optimization)
- Translate cutting-edge research into real-world client deliverables
Strategic & Executive Engagement
- Act as a trusted AI advisor to C-level leaders
- Define the “Art of the Possible” for enterprise AI
- Shape long-term AI roadmaps balancing cost, risk, and performance
Thought Leadership
- Represent the organization at industry forums, conferences, and internal playbooks
- Define technical culture and standards across AI teams
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🔧 Technical Requirements
- Expert-level PyTorch (TensorFlow exposure is a plus)
- Deep understanding of Transformers & Attention mechanisms
- Experience with vLLM, TGI, and custom model serving
- Strong grasp of quantization, GPU optimization, and Model Ops
- Experience with training data curation, synthetic data, and RLHF concepts
🌟 Leadership & Soft Skills
- Executive-level communication and influence
- Ability to lead cross-org initiatives and resolve conflicts
- Strategic decision-making mindset
- Passion for building long-term AI vision and culture
- Openness and commitment to learning Japanese for Japan relocation
✈️ Global Mobility
- Initial 18 months: Chennai or Bangalore
- Thereafter: Long-term relocation to Japan
- Japanese language learning support provided
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