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Zoho Job Vacancy Alert for Machine Learning/Big Data-Engineers
We are looking for Software Engineers with the following skills.
Role: Software engineers-Machine learning & Big data
Experience: 0 to 3 Years
Responsibilities :
• Identify valuable data sources and automate data collection processes across all Zoho Products.
• Pre-process large amounts of structured and unstructured data.
• Combine different algorithms and modules to discover trends and patterns.
• Present information through various data visualization techniques and tools.
• Architect, implement, operationalize, and monitor data pipelines.
• Build predictive models and machine-learning algorithms.
• Combine models through ensemble modelling.
• Propose solutions and strategies to overcome business challenges.
• Collaborate with different functional teams (engineering & product development) to implement models and monitor outcomes.
• Conduct knowledge sharing sessions with peers for effective use of data and algorithms.
Requirements :
• Having 0-3 years of experience in the field of Software Development.
• Strong mathematical & numeracy skills.
• Having experience/interest in Machine Learning/Data Engineering/Machine Learning operations(MLOps).
• Storytelling skills and ability to effectively communicate/present results to the team.
• Having expertise in at least one of the programming languages like C, C++, Java, Scala or Python.
• Basic understanding of data structures, data modelling, design principles, Software architectures and CI/CD Pipelines.
• Having experience with File Systems, Server architectures and distributed systems.
• Strong Knowledge in Probability, Statistics and Machine Learning Algorithms.
Good to Have:
• Experience in one of the specializations like Deep Learning, Natural Language.
• Processing, Image Processing, Recommender Systems, Reinforcement Learning.
• Experience in statistical modelling techniques and pattern mining techniques.
• Experience in machine learning frameworks like TensorFlow, PyTorch, Keras etc.
• Experience in Big data Technologies and solutions like Spark, Hive, Hadoop, Kafka etc.
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