Data Engineer | 3 to 6 Years | Bangalore
Capgemini
2 - 5 years
Bengaluru
Posted: 27/02/2025
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 Mandatory Skills
• Expert knowledge in Python + Pyspark
• 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 Works in the area of Software Engineering, which encompasses the development, maintenance and optimization of software solutions/applications.1. Applies scientific methods to analyse and solve software engineering problems.2. He/she is responsible for the development and application of software engineering practice and knowledge, in research, design, development and maintenance.3. His/her work requires the exercise of original thought and judgement and the ability to supervise the technical and administrative work of other software engineers.4. The software engineer builds skills and expertise of his/her software engineering discipline to reach standard software engineer skills expectations for the applicable role, as defined in Professional Communities.5. The software engineer collaborates and acts as team player with other software engineers and stakeholders.Job Description - Grade SpecificIs fully competent in it's own area and has a deep understanding of related programming concepts software design and software development principles. Works autonomously with minimal supervision. Able to act as a key contributor in a complex environment, lead the activities of a team for software design and software development. Acts proactively to understand internal/external client needs and offers advice even when not asked. Able to assess and adapt to project issues, formulate innovative solutions, work under pressure and drive team to succeed against its technical and commercial goals. Aware of profitability needs and may manage costs for specific project/work area. Explains difficult concepts to a variety of audiences to ensure meaning is understood. Motivates other team members and creates informal networks with key contacts outside own area.
Skills (competencies)
Verbal CommunicationCapgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to engineering, all fuelled by its market leading capabilities in AI, cloud and data, combined with its deep industry expertise and partner ecosystem. The Group reported 2023 global revenues of €22.5 billion.
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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