Machine Learning Lead (Computer Vision)

Avanade
Kuala Lumpur
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 8+ yearsSkills: ["Problem-solving","Analytical thinking","Communication","Presentation","Stakeholder management"]

Lead the design, development, and deployment of advanced AI/ML and Generative AI solutions, architecting end-to-end systems using Azure Machine Learning and OpenAI APIs. Partner with data scientists and engineering stakeholders to build scalable, secure model pipelines for training, evaluation, monitoring, and compliance. Drive innovation across computer vision use cases like object detection and vision-language models, while mentoring junior team members and communicating complex concepts to non-technical stakeholders.

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FursaFursa
Avanade
Avanade
2 days ago

Machine Learning Lead (Computer Vision)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 3 hours agoStatus: Live

Job Summary

Lead the design, development, and deployment of advanced AI/ML and Generative AI solutions, architecting end-to-end systems using Azure Machine Learning and OpenAI APIs. Partner with data scientists and engineering stakeholders to build scalable, secure model pipelines for training, evaluation, monitoring, and compliance. Drive innovation across computer vision use cases like object detection and vision-language models, while mentoring junior team members and communicating complex concepts to non-technical stakeholders.
Location: Kuala Lumpur
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Architect end-to-end AI/ML solutions using Azure ML, OpenAI APIs, and Generative AI technologies.
  • •Develop and fine-tune machine learning models in collaboration with data scientists, engineers, and business stakeholders.
  • •Create Azure ML pipelines for model training, evaluation, and monitoring, and optimize for latency, scalability, and accuracy.
  • •Integrate Generative AI solutions into enterprise applications, APIs, and data sources for use cases like conversational AI, summarization, and image generation.
  • •Establish governance for ethical AI and compliance, implement monitoring/logging, mentor junior team members, and communicate insights to non-technical stakeholders.

Key Requirements

  • •8+ years designing and deploying machine learning solutions on Azure Machine Learning.
  • •Strong programming skills in Python and C++.
  • •Experience training object detection models and working with computer vision using OpenCV.
  • •Experience with synthetic data generation, image augmentation, and dataset preparation/annotation.
  • •Familiarity with vision language models (e.g., CLIP, LLaVA) and deployment optimization (GPU optimization, CUDA, TensorRT, ONNX Runtime).
Experience:8+ yearsComputer visionGenerative AIAzure Machine LearningObject detectionRetail shelf analysisAlcohol, Tobacco and Sanitary
Skills:Problem-solvingAnalytical thinkingCommunicationPresentationStakeholder management
Tech Stack:Azure Machine LearningOpenAI APIsGenerative AIPythonC++OpenCVGPTDALLECLIPLLaVAFlorenceGrounding DINOOWL-ViTCUDATensorRTONNX RuntimeVision Language ModelsSynthetic data generationImage augmentationModel monitoring

Company Brief

Avanade
Global digital innovation and IT services company delivering Microsoft-based cloud, digital and application services. Partners with enterprises to design, build and run business solutions across cloud, data, AI, modern workplace and industry-specific transformations.
Industry: Consulting
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Seattle, United States
Founded: 2000
Glassdoor
Glassdoor: 3.9
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