Generative AI Engineer
21 hours ago
Key Responsibilities :
- Design, implement, and optimize Generative AI models (LLMs, VAEs, GANs, Diffusion Models, Transformers, etc.) for text, image, and multimodal applications.
- Fine-tune and deploy foundation models (such as GPT, Llama, Mistral, Claude, or Stable Diffusion) for domain-specific use cases.
- Build data pipelines for curating, preprocessing, and augmenting training datasets to improve model performance and reliability.
- Collaborate with data engineers and ML ops teams to deploy, monitor, and scale AI models in production environments.
- Conduct rigorous model evaluation, including quantitative performance metrics, bias detection, and explainability assessments.
- Stay current with the latest AI/ML research, frameworks, and tools, and propose innovative ideas for integrating them into business solutions.
- Work closely with cross-functional stakeholders (product, design, and engineering) to translate business challenges into AI-driven solutions.
- Contribute to building internal AI accelerators, frameworks, and reusable components to streamline generative model development.
- Ensure ethical AI practices, data governance, and model transparency in all implementations.
Core Technologies & Tools :
- Languages : Python (preferred), PyTorch, TensorFlow, JAX
- Generative AI Frameworks : Hugging Face Transformers, LangChain, OpenAI APIs, Stability SDK, Diffusers
- ML Tools & Libraries : Scikit-learn, NumPy, Pandas, ONNX, Ray, MLflow
- Data Tools : SQL/NoSQL databases, Vector Databases (FAISS, Pinecone, Weaviate),
Qualifications & Experience :
Education : Bachelors or Masters degree in Computer Science, Artificial Intelligence, Data Science, or a related engineering discipline. Ph.D. preferred for research-intensive roles.
Experience :
- 3- 8 years of experience in Machine Learning, Deep Learning, or AI engineering.
- Hands-on experience with transformer-based architectures, diffusion models, or large-scale language models.
- Proven track record in training, fine-tuning, or deploying generative models in production environments.
- Experience with data pipelines, model optimization, and performance tuning for large-scale AI systems.
Preferred Expertise (Good to Have) :
- Experience in multimodal AI (text image/video) or speech generation models.
- Knowledge of retrieval-augmented generation (RAG) and knowledge grounding techniques.
- Exposure to vector search, semantic embeddings, and prompt engineering.
- Understanding of AI safety, interpretability, and ethical considerations.
- Contributions to open-source AI projects or published research papers in NLP/CV/GenAI conferences (e.g., NeurIPS, CVPR, ACL).
Soft Skills & Competencies :
- Strong analytical and problem-solving abilities with attention to detail.
- Excellent communication and collaboration skills to work across interdisciplinary teams.
- Creative thinker passionate about emerging AI trends and innovation.
- Ability to manage multiple projects in a fast-paced, research-driven environment
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