DHI Solutions - Generative AI Engineer - Deep Learning

Job Title : Gen AI Expert

Location : Gurgaon (WFO)

Experience Level : 4+ years in AI / ML development (with hands-on GenAI exposure). Must have real time projects exposure.

About the Role :

We are seeking a highly skilled Generative AI Developer who thrives at the intersection of deep learning research and real-world application. This role requires hands-on experience in building and deploying Transformer-based architectures, working with contrastive learning techniques, and implementing robust training pipelines leveraging batch normalization and other optimization techniques. You will be contributing to the development of intelligent systems with advanced natural language and multi-modal understanding, generation, and retrieval capabilities.

Key Responsibilities :

• Design, develop, and optimize Transformer-based models (e.g., BERT, GPT, T5) for a range of generative tasks such as text summarization, Q&A, content creation, and code generation.
• Implement and experiment with deep learning techniques, especially focusing on batch normalization, dropout, residual connections, and attention mechanisms to improve model training and convergence.
• Build and train contrastive learning frameworks (e.g., SimCLR, CLIP, MoCo) for representation learning and fine-tuning pre-trained models on domain-specific data.
• Develop scalable information retrieval systems, integrating dense retrieval and vector[1]based semantic search using FAISS or similar technologies.
• Optimize model performance for inference using techniques such as quantization, distillation, and hardware-aware tuning (GPU / TPU-based training).
• Collaborate with data scientists and product teams to define and deliver user-focused GenAI solutions.
• Stay updated with state-of-the-art research in generative AI, deep learning, and retrieval-augmented generation (RAG), and incorporate best practices into development.

Required Skills and Qualifications :

Nice to Have :

(ref : hirist.tech)