
Transformative AI Model Architect Wanted
1 day ago
Job Title: AI Model Architect
About the Role:
We are looking for a skilled AI Model Architect to design and develop custom machine learning models for various business applications.
Key Responsibilities:
- Design and develop innovative machine learning solutions using techniques like NLP, computer vision, predictive modeling, and recommendation systems.
- Build scalable data pipelines for data ingestion, preprocessing, training, testing, deployment, and monitoring.
- Collaborate with cross-functional teams to integrate AI solutions into real-world products.
- Ensure high-performance, production-ready deployment using MLOps practices.
- Optimize models using advanced techniques like hyperparameter tuning, distributed training, and GPU optimization.
- Contribute to research initiatives and adopt the latest innovations in LLMs, generative AI, and automation frameworks.
- Document technical processes, architectures, and pipeline workflows for reproducibility and knowledge sharing.
Requirements:
- Bachelor's/Master's degree in Computer Science, Artificial Intelligence, Data Science, or related field.
- 5+ years of experience in developing AI/ML solutions.
- Strong programming expertise in Python and popular frameworks like PyTorch, TensorFlow, Scikit-learn, Hugging Face.
- Proven track record in building and managing ML pipelines using tools like Airflow, Kubeflow, MLflow, Prefect.
- Proficiency in data preprocessing, feature engineering, and model evaluation techniques.
- Hands-on experience with cloud AI/ML platforms like AWS Sagemaker, Azure ML, or GCP Vertex AI.
- Familiarity with containerization and orchestration using Docker and Kubernetes.
Preferred Skills:
- Experience in fine-tuning Large Language Models (LLMs).
- Exposure to real-time/streaming data processing using Kafka and Spark Streaming.
- Knowledge of microservices and API development for model integration.
- Experience with generative AI and reinforcement learning techniques.
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