Data Science Resource

Data Science Resource

AMK TECHNOLOGY SDN BHD
Kuala Lumpur
3-13 years
Not Specified

Job Description

Requirement as follows:
About you
You draw on your considerable experience in bringing data science to life to solve complex problems You’re able to make your own decisions while at the same time supporting more junior team members.
About the job
As a Technical lead in Data Science, you know the importance of AI/ ML to business. You design and set up projects that uses machine learning to enable analysis and decision-making.
Day to day, you will:
• Use your knowledge to architect and deliver AI/ ML projects for Computer Vision Applications
• Stay up to date with business best practice in use of ML especially computer vision
• Engage with customers
Your skills
Your skills and experience include:
• Solid Experience architecting and developing AI and machine learning applications
• Experience in solution architecture using Image processing and Computer Vision to enact solutions
• MLOPS/DEVOPS : Familiarity with system integration, developer Workflows, MLops, Containerization, GPU, Serving, Model Management, Azure Machine Learning
• Computer Vision:
o Segmentation, Object Detection and Recognition
o PointClouds, PointNet++, Embedded, Tensorflow Mobile, OpenCV, Pytorch
o Familiar with Deep Learning model such as CNN, R-CNN, MaskRCNN, VGGNet, ResNet, GANs, DNN model tuning
o Experience using OpenCV, OpenGL,
o Extensive experience with at least one mainstream deep learning framework such as PyTorch or TensorFlow
• Cloud AI: Azure, AWS, GCP
• Modelling : Model Doctor, Interpretability, Model Checks
• ML Engineering: Spark (Databricks)
• Strong Python programming, software development best practices, debugging/profiling
• Familiarity with data science toolkit such as jupyter lab/notebooks, pandas, bash scripting, Linux environment
• Solid understanding of algorithms, linear algebra, machine learning, computer systems/architecture, neural network under the hood details
• Leading technical teams in a project
• You’re likely to have a Bachelors/Masters degree in Applied Mathematics, Statistics or another relevant field, or an equivalent combination of education and experience. You also have seven to nine plus years of relevant professional experience.

AMK is an International group of IT companies headquartered in Malaysia, comprising of four main companies across multiple technology domains, to ensure delivery of top quality results to our clients.

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