
AI and ML Expert
3 days ago
Job Description:
We are seeking an experienced Machine Learning Engineer/Data Scientist to join our advanced analytics and AI team. The ideal candidate will design, develop, and deploy ML models at scale, working with large datasets and leveraging modern ML frameworks.
Key Responsibilities:
- Design, build, and deploy scalable ML models for real-world applications using Python and PySpark.
- Develop and optimize end-to-end ML pipelines using MLflow and Scikit-learn.
- Process structured and unstructured data with Pandas, NumPy, and other libraries.
- Train, evaluate, and fine-tune models using TensorFlow or PyTorch.
- Collaborate with data engineers, product managers, and software developers to ensure reproducibility and version control of ML experiments.
Required Skills:
- Strong programming expertise in Python.
- Solid understanding of machine learning algorithms and model evaluation techniques.
- Experience with PySpark for big data processing.
- Proficiency with MLflow for model lifecycle management.
- Strong hands-on with Pandas, NumPy, Scikit-learn.
Preferred Qualifications:
- Bachelor's or master's degree in computer science, AI/ML, Data Science, or related fields.
- Experience with cloud ML platforms (AWS SageMaker, Azure ML, GCP Vertex AI).
- Strong analytical, problem-solving, and communication skills.
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