- Perform outlier detection and root cause analysis for issues such as demand forecast drops or anomalies

Essential functions

- Support and monitor weekend batch loads, ensuring timely and accurate execution

- Perform outlier detection and root cause analysis for issues such as demand forecast drops or anomalies

- Translate findings into clear insights and communicate them effectively to leads and stakeholders

- Monitor scheduled jobs and data pipelines to ensure successful execution

- Validate dashboard outputs and analyze data trends, anomalies, and inconsistencies

- Support basic model validation and output analysis (e.g., forecast vs actuals, error trends)

- Write and optimize SQL queries and PySpark transformations for debugging and analysis

- Identify patterns in recurring failures and recommend improvements

- Work with data science and engineering teams to debug model or data-related issues

- Escalate issues when required, with clear analysis and supporting insights

- Monitor workflows in Azure Data Factory (ADF) and Databricks

- Contribute to CI/CD validation and release monitoring

- Maintain documentation for issues, RCA findings, and fixes

Qualifications





- Strong working knowledge of SQL (must-have) with 3+ years of experience

- Basic to intermediate PySpark / Python

- Understanding of data pipelines and distributed data processing

- Familiarity with Azure Data Factory (ADF) and Databricks

- Basic understanding of machine learning workflows and model outputs

- Ability to perform data analysis and debugging using data

- Exposure to CI/CD processes and Azure DevOps

Would be a plus

- Understanding of forecasting concepts (FA, Bias, error metrics, etc.)

- Experience with data validation, anomaly detection, or RCA analysis

- Familiarity with ML Ops or model monitoring concepts

- Ability to interpret model features and outputs (basic explainability)

- Robust problem-solving mindset and attention to detail

We offer

- Opportunity to work on bleeding-edge projects

- Work with a highly motivated and dedicated team

- Competitive salary

- Flexible schedule

- Benefits package - medical insurance, sports

- Corporate social events

- Professional development opportunities

- Well-equipped office

📌 MLOps Engineer (Hyderabad)
🏢 Grid Dynamics
📍 Hyderabad