Tata Consultancy Services | Lead developer-Python, ML

2 weeks ago


hyderabad, India Tata Consultancy Services Full time
Experience: 5-10years
Location: Hyderabad/Chennai
Must-Have**
(Ideally should not be more than 3-5):
1.In depth knowledge on PySpark such as reading data from external sources, merging data, performing data enrichment and loading into target data destinations
2. In depth knowledge of developing, training & deploying ML Models
3. Knowledge on Machine learning concepts & ML algorithms
Good-to-Have:
1. Exposure to job scheduling & monitoring environments(E.gControl-M)
2. Any ETL tool exposure
3. Cloud migration experience
Responsibility of / Expectations from the Role
Developing data processing tasks using PySpark such as reading data from external sources, merging data, performing data enrichment and loading into target data destinations
Build scalable and reusable code for optimized data retrieval & movement across sources
Develop libraries and maintain processes for business to access data and write MapReduce programs
Write scalable and maintainable scripts using Python for data transfers
Assessing, prioritizing and guiding team in designing & development of features as per business Requirements
Ability to fetche data from various sources and analyzes it for better understanding about how the business performs, and builds AI tools that automate certain processes within the environment
Deep technical understanding of how to communicate complex data in an accessible way while also having the ability to visualize their findings
Ability to build, train, and deploy ML models into a production-ready hosted environment like AWS Sagemaker

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