WSP in India

AI/ML Engineer - Image Analytics

WSP in India

Mumbai•Hybrid•3-6 Yrs•1 hour ago

Job description

Hybrid

Overview

We are seeking an AI/ML Engineer with hands-on experience in image, video, and LiDAR data processing to build advanced analytics and machine learning solutions.

Responsibilities

We are seeking an AI/ML Engineer with hands-on
experience in image, video, and LiDAR data processing to build advanced analytics and machine learning solutions. The ideal candidate will have strong expertise in computer vision, deep learning, and Python-based model development, with experience deploying solutions on the Azure AI/ML stack.
Experience with front-end development using React is a strong plus.
Image, Video & LiDAR Data Analytics
Develop and optimize computer vision models for image classification, object detection, segmentation, OCR, and anomaly detection.
Build pipelines for processing large-scale video streams (real-time or batch).
Work with LiDAR point-cloud data for feature extraction, 3D object detection, scene reconstruction, and spatial analytics.
Implement preprocessing, augmentation, and feature engineering workflows for multimodal datasets.
Machine Learning & Deep Learning Development
Design, train, evaluate, and deploy deep learning models using frameworks such as PyTorch, TensorFlow, OpenCV, MMDetection, Detectron2, etc.
Apply techniques like transfer learning, fine-tuning, and model optimization (quantization, pruning).
Maintain reproducible experimentation using MLflow, notebooks, and versioning best practices.
Azure Cloud & MLOps
Build and deploy models on Azure Machine Learning, Azure Databricks, and Azure Cognitive Services.
Develop scalable data pipelines using Azure Data Lake, Azure Functions, Azure Storage, Event Hubs, etc.
Implement CI/CD workflows, containerization (Docker), and model deployment using AKS, ACI, or serverless options.
Software & API Development
Build Python-based microservices for model inference and data processing.
Develop REST APIs to integrate machine learning models into downstream applications.

Qualifications

3–5 years of hands-on experience in AI/ML engineering with focus on computer vision.
Strong proficiency in Python and popular ML/CV libraries:
PyTorch, TensorFlow, OpenCV, scikit-learn
NumPy, pandas
Image/video processing libraries (Pillow, FFmpeg, Open3D, PCL)
Solid understanding of deep learning architectures (CNNs, transformers for vision, 3D models).
Strong problem-solving skills, ability to work with noisy/unstructured multimodal data.
Exposure to edge deployments (NVIDIA Jetson, ONNX Runtime, TensorRT).
Familiarity with MLOps tools (DVC, MLflow, Kubeflow).

Nice to have

Cross-functional Collaboration
Work closely with product, engineering, and domain teams to translate requirements into technical solutions.
Document workflows, architectures, and best practices.

Education

Bachelor's or Master's degree in Computer Science, Engineering, Data Science, AI/ML, or related fields.
Employment with WSP India is subject to the successful completion of a background verification (BGV) check conducted by a third-party agency appointed by WSP India.
Candidates are advised to ensure that all information provided during the recruitment process — including documents uploaded — is accurate and complete, both to WSP India and its BGV partner.
Passionate people doing purposeful and sustainable work that helps shape our communities and the future.
A collaborative team that thrives on challenges and unconventional thinking.
A network of experts channeling our curiosity into creating solutions for complex issues.
Maximize collaboration.
Maintain product quality and cultural integrity.
Balance community, collaboration, opportunity, productivity, and efficiency.

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