16 Aug
|
Recognized
|
Ahmedabad
16 Aug
Recognized
Ahmedabad
DigiWagon 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 LangChain,
LangGraph, and prompt engineering techniques
- Robust 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: PyTorch,
TensorFlow, 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 LangChain and LangGraph
- 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 1st 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: DigiWagon
Technologies Pvt Ltd, 10th Floor, 1013 - Shivalik Shilp, ISKCON Cross Road,
S.G. Highway, Ahmedabad, Gujarat 380054
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📌 AL/ML Engineer (Ahmedabad)
🏢 Recognized
📍 Ahmedabad