50000 - 80000 Indian Rupee - Monthly
Information Technology
Full-Time
TalentNest Solutions
Overview
We are looking for an experienced Senior Python Developer with expertise in Generative AI and Machine Learning to design, develop, and optimize AI-powered applications. The ideal candidate will have a strong background in Python programming, deep learning frameworks, and experience in building, fine-tuning, and deploying generative models.
Key Responsibilities
- Develop and optimize AI/ML models for generative tasks such as text, image, and speech generation using frameworks like TensorFlow, PyTorch, and Hugging Face.
- Implement and fine-tune LLMs (Large Language Models) like GPT, BERT, LLaMA, or custom transformer-based architectures.
- Work with diffusion models, GANs, VAEs, and reinforcement learning techniques to enhance generative AI applications.
- Optimize AI models for production deployment, including quantization, pruning, and knowledge distillation.
- Build and maintain scalable APIs to integrate AI models into applications.
- Collaborate with cross-functional teams including data scientists, ML engineers, and product managers to develop AI-driven solutions.
- Stay updated with the latest advancements in AI and ML, integrating state-of-the-art techniques into projects.
- Deploy and manage AI models in cloud environments (AWS, GCP, Azure) and use MLOps tools for CI/CD automation.
- Ensure ethical AI practices by addressing bias, fairness, and explainability in models.
Required Skills & Experience technical Skills:
- Strong Python programming skills and experience with AI/ML frameworks (TensorFlow, PyTorch, JAX).
- Expertise in NLP and LLMs, including fine-tuning transformer-based architectures.
- Experience with Generative AI techniques, including GANs, VAEs, and diffusion models.
- Familiarity with Retrieval-Augmented Generation (RAG) and prompt engineering.
- Experience with cloud-based AI deployments (AWS SageMaker, Vertex AI, Azure ML).
- Proficiency in data preprocessing, feature engineering, and model evaluation metrics.
- Familiarity with MLOps tools like MLflow, Kubeflow, Airflow, and Docker.
- Experience with databases and vector search (SQL, NoSQL, Elasticsearch, Pinecone, FAISS).
- Understanding of parallel computing and distributed training (Dask, Ray, Horovod).
Soft Skills:
- Strong problem-solving and analytical thinking.
- Ability to work independently and as part of a team.
- Excellent communication and documentation skills.
- Strong research and innovation mindset.
Preferred Qualifications:
- Master’s or Ph.D. in Computer Science, AI, Machine Learning, or a related field.
- Experience with multi-modal AI models (text, images, and audio).
- Contributions to open-source AI/ML projects.
- Experience with edge AI and model compression techniques.
Job Types: Full-time, Contractual / Temporary
Contract length: 6-12 months
Pay: ₹50,000.00 - ₹80,000.00 per month
Schedule:
- Night shift
Work Location: In person
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