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Senior Data Scientist (8-10 yrs)
Ubique Systems
posted 5 days ago
Flexible timing
Key skills for the job
Experience : 8year+
Location : Ahmedabad /Hyderabad
We are seeking a Data Scientist to develop and implement advanced predictive models and optimization solutions. The ideal candidate will have expertise in predictive modelling, integer programming, Python development, and cloud-based data processing. This role will involve working with large datasets, solving complex and managing cloud infrastructure for scalable solutions.
Key Responsibilities :
- Develop and implement models using statistical methods (e.g., Bayesian models).
- Solve optimization problems such as bin packing, TSP, and clustering using integer programming.
- Develop Python-based solutions using Git/Poetry for code and library management.
- Work with data processing libraries such as Pandas, Polars, and others.
- Deploy and manage data pipelines on Databricks and Azure Blob Storage.
- Monitor and troubleshoot pipelines, logs, and cloud resources.
- Implement DevOps best practices (nice-to-have) for automation and CI/CD workflows.
- Utilize Power Apps/Power Automate for workflow automation and business process improvement.
- Ensure cloud cost optimization and performance tuning for scalable architectures.
Required Skills & Qualifications :
- Strong experience in predictive modeling and statistical techniques (Bayesian modeling preferred).
- Hands-on experience with integer programming and clustering methods.
- Proficiency in Python, including experience with Git/Poetry for code and dependency management.
- Expertise in data processing libraries such as Pandas, Polars, or equivalent.
- Familiarity with Azure cloud services, Databricks, and Azure Blob Storage.
- Ability to read and analyze logs for debugging and performance monitoring.
- Experience with cloud management and optimizing resources.
- Knowledge of monitoring pipelines and troubleshooting issues.
- Strong problem-solving skills and ability to work with large-scale datasets.
Preferred Qualifications :
- Exposure to DevOps practices, including CI/CD pipelines and automation.
- Familiarity with Power Apps/Power Automate for process automation.
- Strong background in cloud cost management and performance tuning
Functional Areas: Other
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