Please find the JD for AI/ML Engineer.
AI engineer with below skill set are required urgently
- Data extraction, retrieval & summarization using LLMs
- Knowledge about graph
- Integrating RAG and implementing efficient vectorization.
- Optimizes LLM API calls for specific querying tasks.
- Knows LLM API optimization techniques like time to first token, time between token, retry, error handling etc.
- Knows about prompt engineering
- Hands-on exp on fast api with python
- Knowledge on react framework and how PWA works
- Fine tuning LLM calls, nice to have
- Minimum 5 years of experience in machine learning engineering and AI development
- Deep expertise in machine learning algorithms and techniques like supervised/unsupervised learning, deep learning, reinforcement learning, etc.
- Solid experience in natural language processing (NLP) - language models, text generation, sentiment analysis, etc.
- Proven understanding of generative AI concepts like text/image/audio synthesis, diffusion models, transformers, etc.
- Hands-on experience developing and deploying generative AI applications (text generation, conversational AI, image synthesis, etc.)
- Experience in MLOps and ML model deployment pipelines.
- Proficiency in programming languages like Python, and ML frameworks like TensorFlow, PyTorch, etc.
- Knowledge of cloud platforms (AWS, GCP, Azure) and tools for scalable ML solution deployment
- Experience with data processing, feature engineering, and model training on large datasets.
- Familiarity with responsible AI practices, AI ethics, model governance and risk mitigation
- Understanding of software engineering best practices and applying them to ML systems.
- Experience with an agile development environment.
- Exposure in tools/framework to monitor and analyse ML model performance and data accuracy.
- Strong problem-solving, analytical, and communication abilities
- Bachelors or masters degree in computer science, AI, Statistics, Math or related fields
JBJK!
