Job description
Digi. Wagon builds AI-powered, data-driven products that help enterprises improve agility, automate intelligence, and deliver meaningful customer experiences. By combining artificial intelligence, automation, and human-centered design, we enable organizations to scale innovation and achieve sustainable digital growth.
We are looking for an AI/ML Engineer with hands-on experience in building and deploying LLM-powered applications, RAG pipelines, and AI-driven systems . You will work on real-world AI/ML products involving NLP, embeddings, vector search, and agent-based workflows, collaborating closely with backend, data, and product teams to deliver production-ready AI solutions.
This role is ideal for engineers who enjoy applied AI , system design, and transforming ML concepts into scalable, usable applications.
Requirements
Strong proficiency in Python for AI/ML development Experience working on AI/ML-based products , particularly LLM-powered applications Hands-on experience with Lang. Chain, Lang. Graph , and prompt engineering techniques Strong understanding of prompt design, prompt optimization, and RAG pipelines Experience designing AI/ML application architectures involving: LLMs, Embeddings, Vector databases Embedding search frameworks (FAISS or similar) Solid knowledge and hands-on experience in Natural Language Processing (NLP) Understanding of different ML model types and their use cases , including: Linear and logistic regression, Neural networks, Traditional ML vs deep learning approaches Experience with AI/ML libraries and tools such as: Py.
Torch, Tensor. Flow, scikit-learn, Hugging Face Experience or exposure to fine-tuning pre-trained models (LLMs or traditional ML models) for domain-specific use cases Knowledge and exposure to Agentic AI concepts , including multi-step reasoning and tool-based agents Understanding of MLOps practices , including model versioning, experimentation, deployment, and monitoring Experience validating and testing AI/ML pipelines , models, and outputs Ability to integrate existing ML models into production pipelines and applications Strong analytical thinking, problem-solving skills, and ability to collaborate with cross-functional teams Good communication skills and a product-oriented mindset Responsibilities : Design and develop AI/ML-powered applications using LLMs, embeddings, and vector search Build, optimize, and maintain RAG pipelines for retrieval-based AI systems Implement effective prompt engineering and prompt optimization strategies Develop and integrate NLP solutions for real-world use cases Fine-tune pre-trained models when required to improve domain relevance, accuracy, or performance Design and integrate Agentic AI workflows , including Tool-based agents, multi-step reasoning pipelines, Orchestration using frameworks like Lang.
Chain and Lang. Graph Select, evaluate, and apply appropriate ML models based on product requirements Integrate custom and pre-trained ML models into scalable AI pipelines Collaborate with backend and platform teams to deploy AI services into production Apply MLOps best practices for model lifecycle management and monitoring Test, evaluate, and validate AI/ML systems for quality, reliability, and performance Troubleshoot AI/ML pipeline issues and perform Root Cause Analysis (RCA) Continuously explore and adopt new AI/ML techniques to enhance product capabilities Benefits 5 Days Working with half-day on 1 st Saturday of each month 15 Paid leaves a year + 3 additional Experience Based Leave 12 Holiday Leaves A Year Team Building Activities + Annual Company Trip Training And Professional Development Employee Friendly Culture Celebrations And Social Events Location : Digi.
Wagon Technologies Pvt Ltd, 10th Floor, 1013
- Shivalik Shilp, ISKCON Cross Road, S.G. Highway, Ahmedabad, Gujarat 380054 Follow us for more details on LinkedIn , Facebook , and Instagram
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