AI/ML Engineer
Inter Island Manpower Pte Ltd
JOB RESPONSIBILITIES:
- Responsible for developing and implementing machine learning models to enhance the existing Ordering App, focusing on personalization, customer engagement, and operational efficiency.
JOB SPECIFICATIONS:
- Personalization:
Design and deploy AI-driven features for personalized recommendations, promotions, and user experiences.
- Custom Offers:
AI analyzes user behavior and preferences to provide personalized product recommendations and promotions, increasing relevance and engagement.
- Tailored Menus:
Users see suggested customized menus based on their past orders, preferences, and local trends.
- Data Analysis:
Analyze customer behavior data to develop predictive models that enhance user engagement.
- Behavior Forecasting:
ML models predict user behavior, enabling proactive engagement strategies like sending timely offers or reminders.
- NLP: Implement Natural Language Processing (NLP) techniques for chatbots and voice assistants within the app.
AI-driven chatbots and voice assistants offer personalized customer support, enhancing user interaction and satisfaction.
- User Segmentation:
Targeted Campaigns: AI segments users based on their behavior, allowing for more precise and effective marketing campaigns.
- Model Deployment:
Optimize and deploy machine learning models using cloud platforms like AWS Lambda and SageMaker.
JOB SKILLS REQUIRED:
- University or above in Information Technology, Computer Science, E-commerce or related disciplines
- Minimum 6 years of experience in full life-cycle software development (includes analysis, architecture, and design documentation)
- Proficiency in Python, TensorFlow, PyTorch, and AWS services (Lambda, SageMaker).
- Strong background in data science, machine learning algorithms, and NLP.
- Strong analytical, problem-solving, and technical skills
- Ability to work independently and proactively in a flexible and dynamic environment
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