
Chief Machine Learning Engineer
5 days ago
As a skilled professional, you will design and develop sophisticated machine learning models to address complex business issues. Your work will involve creating scalable AI/ML pipelines for data ingestion, preprocessing, training, testing, deployment, and monitoring.
Key Responsibilities:
- Develop and implement custom machine learning and deep learning models for business-specific challenges.
- Build and maintain efficient AI/ML pipelines using best practices.
- Collaborate with cross-functional teams to integrate AI solutions into real-world products.
- Ensure high-performance, scalable, and production-ready deployment of AI/ML models.
- Optimize models using advanced techniques such as hyperparameter tuning, distributed training, and GPU optimization.
- Contribute to research initiatives and adopt the latest innovations in Large Language Models, generative AI, and automation frameworks.
- Document technical processes and architectures for reproducibility and knowledge sharing.
Requirements:
- Bachelor's/Master's degree in Computer Science, Artificial Intelligence, Data Science, or related field.
- 5+ years of hands-on 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 (Airflow, Kubeflow, MLflow, Prefect, etc.).
- Proficiency in data preprocessing, feature engineering, and model evaluation techniques.
- Hands-on experience with cloud AI/ML platforms (AWS Sagemaker, Azure ML, or GCP Vertex AI).
- Familiarity with containerization and orchestration (Docker, Kubernetes).
- Strong problem-solving ability and ability to work independently in a fast-paced environment.
Preferred Skills:
- Experience in fine-tuning Large Language Models.
- Exposure to real-time/streaming data processing (Kafka, Spark Streaming).
- Knowledge of microservices and API development for model integration.
- Experience with generative AI and reinforcement learning techniques.
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