Data Analyst - B
Capgemini
0 - 3 years
Pune
Posted: 9/17/2024
Job Description
Job Description
Job Responsibilities
• You will be working as a hands on engineer, developing new features and fixing bugs for an (internal) machine learning model that identifies errors in vehicle telematics.
• You will be working in an Agile scrum team working on different modules or subsystems of the test framework Job Description - Grade SpecificMandatory Skills
• Expert knowledge in Python
• Expert knowledge in popular machine learning libraries and frameworks, such as TensorFlow, Keras, scikit-learn.
• Proficient understanding and application of clustering algorithms (e.g., K-means, hierarchical clustering) for grouping similar data points.
• Expertise in classification algorithms (e.g., decision trees, support vector machines, random forests) for tasks such as image recognition, natural language processing, and recommendation systems.
• Proficiency in working with databases, both relational and non-relational like MySQL with experience in designing database schemas and optimizing queries for efficient data retrieval.
• Strong knowledge in areas like Object Oriented Analysis and Design, Multi-threading, Multi process handling and Memory management.
• Good knowledge model evaluation metrics and techniques.
• Experience in deploying machine learning models to production environments.
• Currently working in an Agile scrum team and proficient in using version control systems (e.g., Git) for collaborative development. Desired Skills
• Knowledge of RESTful API design and implementation experience in developing web applications using Flask or Dash
• Knowledge of automotive communication protocols like SOME-IP, SOME-IP SD, CAN, Flexray, MOST and Ethernet.
• Excellent communication skills
Skills (competencies)
About Company
Capgemini is a global leader in consulting, technology services, and digital transformation. Headquartered in Paris, France, Capgemini provides a wide range of services, including IT consulting, managed services, business process outsourcing, and digital transformation solutions. With over 360,000 employees across more than 50 countries, the company focuses on helping organizations innovate and transform their businesses to remain competitive in a rapidly changing digital landscape. Capgemini is known for its expertise in cloud computing, AI, cybersecurity, and other emerging technologies, working closely with clients to develop sustainable and cutting-edge solutions.
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