Ai/ml engineer

2 weeks ago

Bangalore, India SecPod Full time

Job Title: AI/ML Engineer Location:  Bengaluru, India Experience Level: 0-2 Years We are looking for a creative and driven AI/ML Engineer to join our forward-thinking AI team. This is an exciting opportunity to work at the cutting edge of artificial intelligence, focusing on the development and implementation of Generative AI solutions. You will contribute to projects that leverage Large Language Models (LLMs) and other generative techniques to solve complex business challenges and create innovative products. If you are passionate about building the next generation of intelligent systems, this role is for you   What You'll Do · Model Development & Fine-Tuning: Assist in the training, fine-tuning, and evaluation of state-of-the-art generative models (like LLMs) on domain-specific datasets. · Prompt Engineering: Design, iterate, and refine prompts to effectively steer model behavior and ensure high-quality, relevant outputs for applications like chatbots, summarization, and content creation. · RAG Systems: Help build and maintain Retrieval-Augmented Generation (RAG) pipelines to ground models in factual, up-to-date information from external data sources. · Data Management: Collect, clean, and preprocess large volumes of structured and unstructured data to prepare it for model training and analysis. · Collaboration & Integration: Work closely with software engineers to integrate Gen AI models into user-facing applications via APIs. · Research & Experimentation: Stay current with the latest research in Gen AI and conduct experiments to explore new tools, techniques, and model architectures.   What We're Looking For Required Qualifications: · Educational Background: A Bachelor’s or Master’s degree in Computer Science, Data Science, AI, Statistics, or a related quantitative field. · Programming Skills: Strong proficiency in Python and familiarity with core data science libraries such as Pandas , Num Py , and Scikit-learn . · ML/DL Fundamentals: A solid understanding of fundamental machine learning concepts and deep learning principles, especially neural networks and the Transformer architecture . · NLP Foundations: Basic knowledge of Natural Language Processing (NLP) concepts like text preprocessing, word embeddings, and sequence modeling. · Problem-Solving Mindset: A curious and analytical approach to solving complex problems. Preferred Qualifications: · Hands-on LLM Experience: Practical experience (through projects, internships, or coursework) with LLMs like GPT, Llama, Gemini, or other open-source models. · AI Frameworks: Familiarity with deep learning frameworks like Py Torch or Tensor Flow . · Gen AI Ecosystem: Exposure to libraries like Hugging Face Transformers , Lang Chain , or Llama Index . · Cloud Platforms: Basic understanding of a cloud environment (AWS, GCP, or Azure). · Version Control: Experience using Git for collaborative code development.

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