Azure Data Engineer
5 days ago
Role & responsibilities:
Job Title: AI/ML Expert Predictive Analytics (Azure)
Job Summary:
We are seeking a highly skilled and innovative AI/ML Expert with deep expertise in predictive analytics and Microsoft Azure technologies. The ideal candidate will design, develop, and deploy machine learning models that drive actionable insights and strategic decision-making across the organization. This role requires a strong foundation in data science, cloud computing, and business acumen to solve complex problems and optimize performance.
Key Responsibilities:
- Design and implement predictive models using Azure Machine Learning, Databricks, and other Azure AI services.
- Collaborate with cross-functional teams to identify business challenges and translate them into data-driven solutions.
- Develop and maintain scalable data pipelines and model deployment workflows in Azure.
- Perform exploratory data analysis, feature engineering, and model validation.
- Monitor and optimize model performance in production environments.
- Leverage Azure Synapse Analytics, Azure Data Lake, and Azure SQL for data integration and processing.
- Ensure compliance with data governance, security, and privacy standards.
- Communicate findings and recommendations to stakeholders through visualizations and reports.
Required Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or related field.
- 5+ years of experience in machine learning, predictive analytics, and cloud-based solutions.
- Proficiency in Python, R, or Scala for ML development.
- Hands-on experience with Azure Machine Learning, Azure Databricks, and Azure Synapse.
- Strong understanding of supervised and unsupervised learning techniques.
- Experience with MLOps practices and tools (e.g., MLflow, Azure DevOps).
- Excellent problem-solving, communication, and collaboration skills.
Preferred Qualifications:
- Azure certifications (e.g., Azure AI Engineer Associate, Azure Data Scientist Associate).
- Experience with time series forecasting, anomaly detection, or recommendation systems.
- Familiarity with Power BI or other data visualization tools.
- Knowledge of industry-specific data and use cases (e.g., finance, healthcare, retail).
Preferred candidate profile
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