
Artificial Intelligence and Machine Learning Specialist
2 days ago
Job Description:
We are seeking a skilled machine learning professional to design, build and deploy robust models in a production environment.
Key Responsibilities:
- Design and develop end-to-end machine learning pipelines on cloud platforms.
- Collaborate with data scientists to translate models and algorithms into production-ready code.
- Manage the entire machine learning lifecycle, including data ingestion, model training, validation and deployment.
- Implement MLOps best practices to automate workflows and ensure model performance and reliability.
- Optimize ML models for performance, scalability and cost efficiency on cloud platforms.
- Monitor and troubleshoot deployed models to ensure they meet performance and business requirements.
- Stay current with the latest advancements in machine learning and cloud technologies.
Required Skills and Qualifications:
- Bachelor's or Master's degree in Computer Science, Engineering or a related field.
- 3+ years of experience in a machine learning or data science role.
- Hands-on experience with cloud services, specifically cloud-based AI development platforms.
- Proficiency in Python and standard ML libraries (e.g. scikit-learn, TensorFlow, PyTorch).
- Experience with containerization technologies like Docker.
- Solid understanding of MLOps principles and tools for CI/CD.
- Knowledge of data engineering principles and experience with big data technologies (e.g. Spark, Hadoop).
- Strong problem-solving skills and ability to work in a collaborative environment.
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