Job Description: AI Engineer

Location: Singapore (Hybrid)

Short Description

We are looking for a skilled AI Engineer to join our team and contribute to the development of cutting-edge AI models. You will be responsible for designing and fine-tuning AI solutions—including GANs, deep learning architectures, and fine-tuning off-the-shelf models—to enhance our AI-driven products. The ideal candidate will have a strong foundation in machine learning, hands-on experience in AI research and model optimization, and the ability to translate complex concepts into production-ready solutions.

This is a unique opportunity to play a pivotal role in shaping the future of AI-driven B2B solutions across the world by leveraging innovative technologies and business strategies.

Key Responsibilities:

AI Model Development & Fine-Tuning

• Develop, train, and optimize deep learning models, including GANs, transformers, and diffusion models.
• Fine-tune pre-trained models (LLMs, vision models, speech models, etc.) to align with business use cases.
• Implement state-of-the-art machine learning techniques to improve model accuracy and efficiency.

Research & Innovation

• Stay up-to-date with advancements in AI, ML, and deep learning, integrating new techniques to enhance model performance.
• Experiment with novel architectures and contribute to research-based AI solutions.

Data Engineering & Preprocessing

• Build efficient data pipelines for structured and unstructured datasets.
• Implement data augmentation, synthetic data generation, and feature engineering to improve model performance.

Model Evaluation & Optimization

• Conduct rigorous A/B testing, hyperparameter tuning, and model benchmarking.
• Optimize models for latency, scalability, and resource efficiency in production environments.

NLP & Computer Vision

• Apply NLP techniques to improve natural language understanding, entity recognition, and sentiment analysis.
• Work with computer vision models for object detection, segmentation, and image/video analysis.

Production Deployment & Performance Monitoring

• Deploy models into production environments (AWS, Azure, GCP, etc.), ensuring scalability and robustness.
• Collaborate with MLOps engineers to integrate models into the pipeline and monitor their performance in real-world scenarios.

Code Quality & Documentation

• Write clean, modular, and well-documented Python code using industry best practices.
• Maintain detailed documentation of model architecture, training processes, and deployment strategies.

Required Skills & Qualifications:

• Strong programming skills in Python, with experience in TensorFlow, PyTorch, JAX, or similar frameworks.
• Hands-on experience in GANs, fine-tuning LLMs, transformers, and diffusion models.
• Experience with model optimization techniques, including quantization and distillation.
• Knowledge of data engineering techniques for AI model training.
• Understanding of MLOps best practices, including model deployment and monitoring.
• Experience with cloud platforms (AWS, GCP, Azure) for model training and deployment.
• Strong problem-solving abilities and the capacity to work on real-world AI challenges.

Preferred (Nice-to-Have) Skills:

• Experience in multimodal AI models (e.g., combining text, vision, and speech).
• Familiarity with synthetic data generation and augmentation techniques.
• Understanding of low-level model optimization for edge AI deployment.
• Experience contributing to AI research or open-source AI projects.

If you're passionate about pushing the boundaries of AI and working on high-impact projects, we'd love to hear from you.

Why Join Us?

• Innovative Solutions: Work at the forefront of Healthcare AI to deliver transformative solutions to clients.
• Career Growth: Be part of a high-growth organization offering opportunities for professional advancement.
• Dynamic Environment: Join a collaborative and fast-paced team driving innovation across Singapore, India, US, and UAE.
• Competitive Benefits: Enjoy a competitive compensation package, performance incentives, and flexible work arrangements.
• Join FlocCare as we take healthcare awareness to a billion lives.

About the Company:

FlocCare - Accelerating Healthcare Awareness for a Billion Lives

We empower Healthcare Providers, Pharma, Medical Devices, and Insurance Companies to inform consumers of healthier choices, predictive screenings, and new developments. Using our Gen AI engine, we hyper-personalize healthcare content across multiple languages, locations, and demographics at large scale with real-time relevance. The FlocCare AI engine trains on information from healthcare providers, the internet, and healthcare feeds, developing personalized content that delivers the right information at the right time.