Job Title Senior AI/ML Engineer
Category IT
Location Bengaluru
Company Ormae
Description About Us

We are a fast-growing consulting firm specializing in Data Science, Optimization, and GenAI with clients across retail, manufacturing, pharma & healthcare, financial services, supply chain, and more.


We are now looking for a hands-on Senior AI/ML Engineer (4+ years) who can lead end-to-end engagements from exploration to deployment with a strong focus on unstructured data, LLM applications, and real-world AI systems.


Key Responsibilities

Unstructured Data & GenAI

Design and develop LLM-driven applications including RAG, agentic workflows, prompt orchestration, and domain-tuned models.
Build NLP pipelines for classification, extraction, summarization, OCR/NER, and insight generation.
Work with multi-modal data and contribute to early-stage Computer Vision use cases (classification, detection, quality control).

Forecasting & Predictive Modelling

Implement statistical, ML, and DL forecasting models (ARIMA, Prophet, hierarchical/causal/time-series ML).
Design model selection frameworks, feature engineering pipelines, and scalable inference engines.

Engineering & Deployment

Build and deploy APIs using FastAPI / Streamlit, containerize using Docker, and automate pipelines.
Deploy and monitor solutions on Azure or AWS using best practices in reproducibility, CI/CD, and version control.
Collaborate with Power BI engineers to integrate outputs into client-facing dashboards.

Consulting & Internal Accelerator Development

Translate ambiguous business problems into structured ML solutions.
Contribute to internal accelerators for GenAI, forecasting, optimization, and automation.
Work closely with cross-functional teams operations, consulting, and leadership to drive delivery.

Required Skills

GenAI & Unstructured Data

Strong experience with Transformers, LLMs, embeddings, RAG, LangChain/LlamaIndex, or equivalent.
Hands-on with NLP tasks: NER, QA, summarization, topic modelling, semantic search.
Exposure to OCR/CV pipelines (OpenCV, YOLO, Detectron2, or similar).

Core Data Science

Python (pandas, numpy, scikit-learn, PyTorch/TensorFlow)
SQL, data modelling, feature engineering
Forecasting: ARIMA/SARIMA, Prophet, ML-based forecasting, hierarchical forecasting

Deployment & MLOps

Docker, FastAPI/Streamlit
MLflow or similar tracking system
Azure/AWS for ML deployment, storage, model endpoints

Soft Skills

Strong analytical mindset and ability to own projects end-to-end
Comfort working in a lean, high-autonomy consulting setup
Ability to communicate with technical and business stakeholders

Good to Have

Basic understanding of operations research / optimization models
Experience integrating ML outputs into Power BI
Prior consulting or client-facing experience
Exposure to multi-agent/agentic AI frameworks

Why Join Us

Work across cutting-edge GenAI, LLM, and unstructured data problems
Ownership and direct impact in a small, high-talent team
Hands-on involvement in designing real client-facing agentic systems and automation tools
Opportunity to lead innovation across multiple industries
Salary Not Disclosed
Last Date 2026-02-07 00:00:00
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