Generative AI Engineer

3 days ago

Nashik, India Reqpedia Full time

Role Overview We seek a motivated Junior Generative AI Developer to design, implement, and optimize cutting-edge generative AI solutions. You’ll work closely with senior engineers to build applications leveraging LLMs (e.g., GPT-4, Claude, Gemini), diffusion models, and multimodal systems while adhering to ethical AI practices. This will be a hands-on individual contributor role. --- Key Responsibilities 1. Model Development & Fine-Tuning o Assist in developing, training, and fine-tuning generative models (text, image, code) using frameworks like PyTorch, TensorFlow, or JAX. o Implement RAG (Retrieval-Augmented Generation) pipelines and optimize prompts for specific domains. 2. Tooling & Integration o Build applications using tools like LangChain, LlamaIndex, or Hugging Face Transformers. o Integrate GenAI APIs (OpenAI, Anthropic, Mistral) into enter-prise workflows. 3. Prompt Engineering o Design and test advanced prompting strategies (e.g., few-shot learning, chain-of-thought, ReAct frameworks) for domain-specific tasks (legal, healthcare, finance). o Create reusable prompt templates for common workflows (customer support, code generation, content moderation). 4. Evaluation & Optimization o Develop metrics for hallucination reduction, output con-sistency, and safety alignment. o Optimize model inference costs using quantization, distilla-tion, or speculative decoding. 5. Collaboration o Work with cross-functional teams (product, data engineers, UX) to deploy AI solutions. o Document technical processes and contribute to knowledge-sharing sessions. --- Qualifications · Education: Bachelor’s/Master’s in Computer Science, Data Science, or related field. · Technical Skills: o Proficiency in Python and familiarity with AI/ML libraries (PyTorch, TensorFlow). o Basic understanding of NLP (tokenization, attention mecha-nisms) and neural architectures (Transformers, GANs). o Experience with cloud platforms (AWS SageMaker, GCP Ver-tex AI, Azure ML). o Proficiency in prompt engineering tools: LangChain, DSPy, Guidance, or LMQL. o Experience with AI deployment tools: FastAPI, Docker, or MLflow for model serving · AI/GenAI Exposure and experience with at least two of the follow-ing: o Hands-on projects with LLMs (fine-tuning, prompt engineer-ing) or diffusion models. o Familiarity with vector databases (Pinecone, Milvus) and or-chestration tools. o Fine-tuning/training LLMs (e.g., Llama 2, Mistral) using LoRA, QLoRA, or RLHF. o Building RAG pipelines with vector DBs (Pinecone, Weaviate) and embedding models (BERT, OpenAI text-embedding). o Developing applications with diffusion models (Stable Diffusion, DALL-E) or autoregressive architectures (GPT variants). o Contributions to NLP projects (sentiment analysis, NER, text summa-rization) using libraries like spaCy or NLTK. · Soft Skills: o Strong problem-solving abilities and curiosity about emerging AI trends. o Ability to communicate technical concepts to non-technical stakeholders. Preferred Qualifications Additions · Certifications: o Azure: Microsoft Certified: Azure AI Engineer Associate. o GCP: Google Cloud Professional Machine Learning Engineer

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