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Generative AI Developer - LLM Models

Generative AI Developer - LLM Models

BLJ Tech GeeksGurgaon
30+ days ago
Job description

We are looking for a highly skilled Generative AI Developer :

We are looking for a highly skilled Generative AI Developer with expertise in Large Language Models (LLMs) to join our AI / ML innovation team. The ideal candidate will be responsible for building, fine-tuning, deploying, and optimizing generative AI models to solve complex real-world problems. You will collaborate with data scientists, machine learning engineers, product managers, and software developers to drive forward next-generation AI-powered Responsibilities :

  • Design and develop AI-powered applications using large language models (LLMs) such as GPT, LLaMA, Mistral, Claude, or similar.
  • Fine-tune pre-trained LLMs for specific tasks (e.g., text summarization, Q&A systems, chatbots, semantic search).
  • Build and integrate LLM-based APIs into products and systems.
  • Optimize inference performance, latency, and throughput of LLMs for deployment at scale.
  • Conduct prompt engineering and design strategies for prompt optimization and output consistency.
  • Develop evaluation frameworks to benchmark model quality, response accuracy, safety, and bias.
  • Manage training data pipelines and ensure data privacy, compliance, and quality standards.
  • Experiment with open-source LLM frameworks and contribute to internal libraries and tools.
  • Collaborate with MLOps teams to automate deployment, CI / CD pipelines, and monitoring of LLM solutions.
  • Stay up to date with state-of-the-art advancements in generative AI, NLP, and foundation Skills Required :
  • LLMs & Transformers : Deep understanding of transformer-based architectures (e.g., GPT, BERT, T5, LLaMA, Falcon).
  • Model Training / Fine-Tuning : Hands-on experience with training / fine-tuning large models using libraries such as Hugging Face Transformers, DeepSpeed, LoRA, PEFT.
  • Prompt Engineering : Expertise in designing, testing, and refining prompts for specific tasks and outcomes.
  • Python : Strong proficiency in Python with experience in ML and NLP libraries.
  • Frameworks : Experience with PyTorch, TensorFlow, Hugging Face, LangChain, or similar frameworks.
  • MLOps : Familiarity with tools like MLflow, Kubeflow, Airflow, or SageMaker for model lifecycle management.
  • Data Handling : Experience with data pipelines, preprocessing, and working with structured and unstructured Desirable Skills :
  • Deployment : Knowledge of deploying LLMs on cloud platforms like AWS, GCP, Azure, or edge devices.
  • Vector Databases : Experience with FAISS, Pinecone, Weaviate, or ChromaDB for semantic search applications.
  • LLM APIs : Experience integrating with APIs like OpenAI, Cohere, Anthropic, Mistral, etc.
  • Containerization : Docker, Kubernetes, and cloud-native services for scalable model deployment.
  • Security & Ethics : Understanding of LLM security, hallucination handling, and responsible AI :
  • Bachelors or Masters degree in Computer Science, Artificial Intelligence, Machine Learning, or related field.
  • 2-4 years of experience in ML / NLP roles with at least 12 years specifically focused on generative AI and LLMs.
  • Prior experience working in a research or product-driven AI team is a plus.
  • Strong communication skills to explain technical concepts and findings Skills :
  • Analytical thinker with a passion for solving complex problems.
  • Team player who thrives in cross-functional settings.
  • Self-driven, curious, and always eager to learn the latest advancements in AI.
  • Ability to work independently and deliver high-quality solutions under tight deadlines.

ref : hirist.tech)

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Generative Ai Developer • Gurgaon

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