- Kota Damansara Selangor Malaysia
工作地点
职位描述
岗位职责
We Are Hiring! AI / ML Engineer – Enterprise ICT Project
Location: Sunway Nexis, Kota Damansara (Onsite)
Work Arrangement: On-site
Employment Type: Contract – 12 Months (Renewable based on performance)
Availability: Immediate / short-notice availability is preferred
Role Overview
The AI & ML Engineer designs, builds, and deploys machine learning models and AI solutions that convert complex data into actionable insights. You will develop, evaluate and implement AI/ML models and collaborate with cross-functional teams to deliver intelligent solutions that drive business outcomes.
Key Responsibilities
Develop AI & ML Solutions
Design, build and train machine learning and deep learning models for classification, regression, clustering, time series forecasting, recommendation systems and more.
Computer Vision & Video Analytics
Develop and optimise computer vision models to detect, count and classify objects, estimate speed, queue length and detect incidents from traffic video streams with high accuracy.
Advanced Analytics & Insights
Create dashboards, analytical reports and visualizations that reveal trends, patterns and performance indicators to support operational and strategic decisions.
Data Preparation & Modeling
Transform raw data into high-quality datasets. Perform feature engineering, model selection, training, validation and hyperparameter tuning.
Predictive Modeling & Forecasting
Build predictive models for traffic flow, demand forecasting and incident likelihood to enable proactive planning and decision-making.
Model Deployment & Monitoring
Deploy AI/ML models to production environments, monitor performance, detect drift and retrain models to maintain accuracy and reliability.
Model Governance & Ethics
Ensure models are explainable, unbiased, secure and compliant with data privacy requirements and ethical AI practices.
Collaborate & Innovate
Work closely with data engineers, developers, domain experts and stakeholders to deliver innovative, data-driven solutions that create real impact.
Required Qualifications
Bachelor’s or Master’s degree in Data Science, Computer Science, Artificial Intelligence, Statistics, Mathematics, Engineering or related field.
Professional certifications are an advantage:
Machine Learning (Coursera, edX, AWS, Google, Microsoft)
Data Science / AI
TensorFlow Developer / NVIDIA DLI / Databricks / etc.
Strong foundation in mathematics, statistics, probability and linear algebra.
Required Experience
Minimum 5 years of experience in AI, machine learning or data analytics.
At least 3 years of hands-on experience developing and deploying ML models in real-world environments.
Experience in computer vision and video analytics is an advantage.
Proven experience working with large datasets, real-time data streams and high-volume data pipelines.
Proficiency in Python and ML frameworks (TensorFlow, PyTorch, scikit-learn, OpenCV).
Experience with MLOps, model deployment, API integration and production monitoring.
Experience in transportation, smart city, surveillance or traffic analytics projects is highly desirable.
Key Competencies
Machine Learning & Deep Learning
Computer Vision & Image Processing
Data Analytics & Visualization
Predictive Modeling & Forecasting
Statistical Analysis
Python Programming
Big Data & Data Engineering Concepts
MLOps & Model Deployment
SQL & Data Management
Analytical Thinking & Problem Solving
Communication & Collaboration
Innovation & Continuous Learning
Tools & Technologies
Python, TensorFlow, PyTorch, scikit-learn, OpenCV, PostgreSQL, pandas, Apache Spark, Power BI, Docker
What You Will Work On
Real-time Traffic Analytics
Incident Detection & Alerts
Traffic Flow & Congestion Prediction
Vehicle Classification & Counting
Travel Time & Speed Estimation
Operational & Strategic Insights
重要安全守则
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