Data Engineer Job in Bengaluru at Capgemini

Capgemini is hiring for the role of Data Engineer!

Responsibilities of the Candidate:

• Demonstrate expert knowledge in Python and apply it effectively in various tasks.
• Utilize popular machine learning libraries and frameworks such as TensorFlow, Keras, and scikit-learn to develop models.
• Apply clustering algorithms like K-means and hierarchical clustering to group similar data points.
• Implement classification algorithms such as decision trees, support vector machines, and random forests for tasks like image recognition.
• Work on natural language processing (NLP) and recommendation systems to provide advanced solutions.
• Manage databases, both relational (e.g., MySQL) and non-relational, with experience in designing database schemas and optimizing queries for efficient data retrieval.
• Apply strong knowledge in Object-Oriented Analysis and Design, multi-threading, multi-process handling, and memory management.
• Evaluate models using appropriate metrics and techniques to ensure their effectiveness.
• Deploy machine learning models into production environments, ensuring they operate effectively in real-world scenarios.
• Work within an Agile scrum team, utilizing version control systems (e.g., Git) for collaborative development.

Requirements:

• Expert-level Python coding skills.
• Excellent communication skills.
• Proficient in data modeling and using popular machine learning libraries and frameworks.