Posted:12 hours ago|
Platform:
On-site
Full Time
Role Summary:Β
We are seeking a highly skilled and hands-on AI/ML Engineer with 1+ years of experience in design, development, and deployment of cutting-edge generative AI solutions integrated with robust data engineering practices. The ideal candidate will work across our AI initiatives, including NLP, deep learning, and end-to-end ML/data pipelinesΒ
Key ResponsibilitiesΒ
β AI/ML Architecture & DevelopmentΒ
β Implement and deploy machine learning models in production environments
β Work with generative AI models and NLP techniques (e.g., OpenAI, Claude APIs)
β Apply prompt engineering and retrieval-augmented generation (RAG) techniques
β Build end-to-end ML workflows from data preprocessing to model evaluation
β Contribute to the development of conversational AI solutionsΒ
β Software Engineering & Data Pipeline DevelopmentΒ
β Design, build, and maintain data pipelines and end-to-end ML workflows.
β Build and deploy web services that integrate ML modelsΒ
β Implement APIs using frameworks like FastAPI or FlaskΒ
β Work with databases (preferably MySql) and data processing toolsΒ
β Ensure code quality, performance, and security in all implementationsΒ
β Deployment & IntegrationΒ
β Build production-grade ML models and APIs and deploy them on cloud platforms with the help of DevOps team.Β
β Ability to Monitor, analyze, and optimize the performance of deployed models and data workflows with the help of Devops teamΒ
β CollaborationΒ
β Work closely with cross-functional teams including data scientists and software engineersΒ
β Contribute to a culture of learning and innovationΒ
β Adapt to challenges even when requirements are ambiguousΒ Technical RequirementsΒ
β Programming & Frameworks:Β
β Strong proficiency in Python with hands-on experience in TensorFlow, PyTorch, Keras, and related ML libraries/Ecosystem.Β
β Experience with data science tools (pandas, NumPymatplotlib, scikit-learn)
β Generative AI Expertise:Β
β Knowledge of generative AI models and frameworks, including OpenAI APIs, LangChain, LangGraph, Hugging Face Transformers, and related technologies.
β Experience in fine-tuning large language models (LLMs) and implementing RAG systems leveraging vector databases like Pinecone or similar.Β
β Experience in developing multi-agent Retrieval-Augmented Generation (RAG) applications, integrating automated workflows to streamline data retrieval, processing, and response generation.Β
β API Development:Β
β Experience in developing and deploying APIs using frameworks like FastAPI or Flask.
Β Qualifications :Β
β Bachelorβs degree in Computer Science, Engineering or related field.Β
β 3 years of hands-on experience in AI/ML engineering, with expertise in generative AI and data engineering.Β
β Excellent problem-solving, analytical, and communication skills.Β
β Ability to work independently in a fast-paced, dynamic environment while effectively collaborating with cross-functional teams.Β
VT Netzwelt
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