Capgemini InventCapgemini Invent is the digital innovation, consulting and transformation brand of the Capgemini Group, a global business line that combines market leading expertise in strategy, technology, data science and creative design, to help CxOs envision and build what’s next for their businesses. Your roleDevelops the strategies, blueprints and processes for MLOps to be used, while identifying any risks inherent in the life cycleDesign and build effective, user-friendly infrastructure, tooling, and automation to accelerate Machine Learning at HyperscaleCollaborate with teams to drive the ML technical roadmapCollaborate with Machine Learning Engineers and Product Managers to develop tools to support experimentation, training and production operationsManage & Oversee MLOps life cycle and processes and unify the work of data scientists, data engineers, and software developersCollaborate with pre-sales & other teammates to draft responses for client requirements, RFPs etc.Engage with the business, leadership, end users, and data experts to scope the project, estimate value, estimate costsDevelop technical contents and Point of Views, Groom and maintain stakeholder’s relationshipsEstablish standards and practices around MLOps, including governance, compliance, and data securityYour ProfileUnderstanding of data structures, data modeling, software architecture and computer architectureHands-on experience with ML frameworks, libraries, agile environments, and deploying machine learning solutions using DevOps principles Strong programming and coding languages such as Python, SQL, Java, C++, R, JavaScript , etc.Experience with machine learning frameworks, libraries and packages like Tensorflow, Keras, PyTorch, scikit-learn, NumPy, Pandas, etc.Good understand on the tools serving different purposes in the MLOps pipelines, including Continuous Integration servers, Configuration management, Deployment automation, Containers, Infrastructure Orchestration, Monitoring and analytics, Testing and Cloud Quality tools, as well as network protocolsShould have good hands-on and know-how of DevOps and MLOps life cyclesMust know how to automate the entire DevOps pipeline, including app performance monitoring, infrastructure settings, and configurationsExposure in at least one cloud (AWS/GCP/Azure) platforms What you will love about working hereWe recognize the significance of flexible work arrangements to provide support. Be it remote work, or flexible work hours, you will get an environment to maintain healthy work life balance.At the heart of our mission is your career growth. Our array of career growth programs and diverse professions are crafted to support you in exploring a world of opportunities.Equip yourself with valuable certifications in the latest technologies such as Generative AI.About CapgeminiCapgemini 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 fueled 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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