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","Mentoring","Prioritization"]

Lead the design, development, and deployment of cutting-edge AI/ML solutions for computer vision and generative AI. You’ll architect end-to-end pipelines using Azure Machine Learning, integrate OpenAI APIs for conversational and multimodal use cases, and optimize models for accuracy, latency, and scalability. Partner with data scientists, engineers, and stakeholders, establish governance and monitoring, and provide technical guidance while mentoring junior team members.

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FursaFursa
Avanade
Avanade
1 month ago

Machine Learning Lead (Computer Vision)

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live
Reposted: similar role first listed 2 weeks ago

Job Summary

Lead the design, development, and deployment of cutting-edge AI/ML solutions for computer vision and generative AI. You’ll architect end-to-end pipelines using Azure Machine Learning, integrate OpenAI APIs for conversational and multimodal use cases, and optimize models for accuracy, latency, and scalability. Partner with data scientists, engineers, and stakeholders, establish governance and monitoring, and provide technical guidance while mentoring junior team members.
Location: Kuala Lumpur
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Architect end-to-end AI/ML solutions using Azure ML, OpenAI APIs, and generative AI technologies.
  • •Design scalable and secure model development, training, and deployment pipeline best practices.
  • •Evaluate and select appropriate generative AI models based on business use cases.
  • •Collaborate with data scientists, engineers, and stakeholders to develop and fine-tune machine learning models and ensure optimization for latency, scalability, and accuracy.
  • •Establish governance, monitoring, and logging for ethical AI practices, transparency, reliability, and compliance; mentor junior team members and communicate concepts 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 with object detection model training and computer vision using OpenCV.
  • •Experience creating and deploying training/evaluation/monitoring pipelines in Azure ML, including dataset preparation and augmentation.
  • •Experience with vision-language models (e.g., CLIP, LLaVA, Florence, Grounding DINO, OWL-ViT, GPT-based vision models) and GPU optimization (CUDA, TensorRT, ONNX Runtime).
Experience:8+ yearsComputer visionGenerative AIAzureOpenAI APIsSynthetic dataVision-language models
Skills:Problem-solvingAnalytical thinkingCommunicationPresentationStakeholder managementMentoringPrioritization
Tech Stack:Azure Machine LearningOpenAI APIsPythonC++Object DetectionComputer VisionOpenCVGenerative AIGPTDALL·ECLIPLLaVAFlorenceGrounding DINOOWL-ViTCUDATensorRTONNX RuntimeGPU optimizationConversational AI

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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