HR at Sony Pictures Networks India Private Limited (SPN)
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Sony Pictures Networks - Program Lead - Analytics (10-20 yrs)
Experience
- 15+ years of experience in a technical and analytical role
- 5+ years of experience of Data Lake/Hadoop platform, having led at least 2 implementations end to end
- 3+ years of hands-on experience in implementation and performance tuning Hadoop/Spark implementations
- Experience in designing and managing data linkages between different sources/destinations and types of data like json, video, tabular, xml, etc.
- Implemented AWS services in a variety of distributed computing, enterprise environments
- Understanding of database and analytical technologies in the industry including Data Warehouse design, BI reporting, and Dashboard development
- Experience with one or more relevant tools (Sqoop, Flume, Kafka, Oozie, Hue, Zookeeper, HCatalog, Solr, Avro)
- Experience with one or more SQL-on-Hadoop techno logy (Hive, Impala, Spark SQL, Presto)
- Expertise on AWS services such as Athena, Glue, Lambda
- Experience working with Machine Learning Frameworks (Tensorflow, PyTorch, MxNet, kafkaONNX etc) & Data Science toolkits
- Experience in Media Tech/Consumer Tech will be preferred
Role :
- Interface with multiple stakeholders within IT and business to understand the data requirements
- Assemble large, complex data sets that meet functional / non-functional business requirements and fostering data-driven decision making across the organization
- Responsible for design and development of distributed, high volume multi-thread event processing systems
- Implement processes and systems to validate data, monitor data quality, ensuring production data is always accurate and available for key stakeholders and business processes that depend on it
- Work with various vendor partners to design data models that will flow to and from Data Lake to various consuming systems
- Work on Environment set-up and default configurations for the Batch File Data Processing, Online serving, Fast Analytics, On-Demand AI/ML Environment
- Work with AI ML COE to understand the requirements of data from various sources and setting up training pipelines as well as bringing models into production
- Take complete responsibility for the successful delivery of all allocated projects on the parameters of Schedule, Quality and Customer Satisfaction
- Prepare monthly sprint plans, prioritize requests from business and partner teams
Education & Certifications :
- Bachelor's degree in Computer Science, IT, Engineering or a related field or equivalent professional
Personal Attributes as mentioned but not limited to :
- Strong communication and articulation skills
- Excellent interpersonal and Leadership skill
- Good Attitude and Team Player
- Strong problem solving and analytical skills
- Self-driven
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