CarWale - Senior Data Scientist - Kafka/Apache Spark (3-5 yrs)
Carwale
posted 5d ago
Flexible timing
Key skills for the job
Key Responsibilities :
Data Engineering :
- Architect, develop, and maintain highly scalable and robust data pipelines using Apache Kafka, Apache Spark, and Apache Airflow..
- Design and optimize data storage solutions, including Amazon Redshift, S3, or comparable platforms, to support large-scale analytics..
- Ensure data quality, integrity, security, and compliance across all data platforms..
Data Science :
- Design, develop, and deploy sophisticated machine learning models to solve complex business challenges..
- Build and optimize end-to-end ML pipelines, including data preprocessing, feature engineering, model training, and deployment..
- Drive Generative AI initiatives, creating innovative products and solutions..
- Conduct in-depth analysis of large, complex datasets to generate actionable insights and recommendations..
- Work closely with cross-functional stakeholders to understand business requirements and deliver data-driven strategies..
Collaboration and Mentorship :
- Mentor and guide junior data scientists and data engineers, fostering a culture of continuous learning and professional growth..
- Contribute to the development of best practices in Data Science, Data Engineering, and Generative AI..
General :
- Write clean, efficient, and maintainable code in Python and at least one other language (e.g., C#, Go, or equivalent)..
- Participate in code reviews, ensuring adherence to best practices and coding standards..
- Stay abreast of the latest industry trends, tools, and technologies in Data Engineering, Data Science, and Generative AI..
- Document processes, models, and workflows to ensure knowledge sharing and reproducibility..
Qualifications :
Education :
- Bachelor's degree in Computer Science, Data Science, Engineering, or a related field..
- Master's or Ph.D. in a relevant discipline is highly preferred..
Experience :
- 2+ years of hands-on experience in Data Science, Data Engineering, or related roles..
Functional Areas: Other
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4-7 Yrs