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ML Engineer - Computer Vision

Bengaluru, Karnataka, India

72 Days ago

Job Description


This role is for one of the Weekday's clients

Salary range: Rs 2000000 - Rs 5500000 (ie INR 20-55 LPA)

Min Experience: 3 years

Location: Bengaluru

JobType: full-time

Join a team at the forefront of AI innovation, where your work will power critical product features such as object detection, image segmentation, and real-time video analytics. You'll collaborate with data scientists, software engineers, and product managers to build scalable and high-performance vision-driven solutions that deliver real impact.

Requirements

Key Responsibilities:

Model Development & Optimization

  • Design, develop, and fine-tune ML models for core computer vision tasks like object detection, image classification, segmentation, and anomaly detection.
  • Experiment with state-of-the-art architectures (CNNs, Transformers, GANs, etc.) to enhance model performance and efficiency.
  • Implement rigorous testing frameworks to validate model accuracy and reliability in production settings.

Data Pipeline & Processing

  • Build and maintain robust data pipelines for processing large-scale image and video datasets.
  • Collaborate with data engineers to ensure efficient data ingestion, storage, and retrieval workflows.
  • Apply data preprocessing, augmentation, and labeling techniques to maintain high data quality.

Deployment & Scaling

  • Work with DevOps and engineering teams to deploy models in production across cloud and edge environments.
  • Optimize models for real-time performance and scalability.
  • Monitor model behavior post-deployment and implement iterative improvements.

Research & Innovation

  • Stay current with the latest advancements in computer vision and machine learning.
  • Prototype and evaluate emerging tools, frameworks, and techniques to push the boundaries of AI capabilities.
  • Share learnings and research insights internally to support a culture of continuous innovation.

Collaboration & Communication

  • Align model development with product goals by working closely with cross-functional teams.
  • Document technical decisions, model architectures, and experimental outcomes clearly and thoroughly.
  • Mentor junior engineers and actively contribute to team knowledge sharing.

Qualifications:

  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, Mathematics, or a related field.
  • 3+ years of experience in ML, with a focus on computer vision applications.
  • Strong Python skills and experience with deep learning frameworks like PyTorch, TensorFlow, or similar.
  • Deep understanding of vision algorithms, neural networks, and image processing.
  • Hands-on experience with large-scale image/video datasets and model deployment strategies.
  • Excellent problem-solving abilities and a passion for innovation.

Key Skills Required

PythonAlgorithmsAnomaly detectionCNNsComputer VisionAnalyticsClassificationCollaborationCommunicationComputer ScienceData IngestionData PipelinesData PreprocessingData QualityDeep LearningDesignDevelopmentElectrical EngineeringInnovationIterativeLearningMachine LearningMathematicsModel DevelopmentObject DetectionOptimizationPipelinePrototypePyTorchResearchRigorous TestingScalabilityScalingScienceTensorFlow

Job Overview


Job Function: Other

Job Type: Full Time

Workplace Type: Not Specified

Experience Level: Associate

Salary: Competitive & Based on Experience

Experience: 3 - 4 yrs

Contact Information


Company Name: Weekday AI

Recruiting People: HR Department

Website: https://www.weekday.works

Location

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