Ml Engineer

REQUIREMENTS6+YOE working aspython developer[Expert in SOLID principle and OOPs concept]4+YOE working with only data science/ML/AIWorking knowledge of classical machine learning and deep learning concepts, and experience supporting model deployment and monitoringShould have deployed at least 1 AI/ML project with DevOPs andMLOPsin production. Good to have LLMOPsShould have experience indata analysisandfeature engineeringShould have experience in buildingCI/CD/CTpipelines[workflow]Should havecloudexperience (GCP/Azure/AWS:GCP and Azurepreferred)Should have experience inairflowShould have experience in developing and deploying microservices.FastAPIis preferredExperience with containerization (Docker) and container orchestration usingKubernetesGreat at solving problems; debugging; troubleshooting; and designing & implementing solutions to complex technical issuesExperience designing, building, and maintaining ETL workflows and data pipelines, using orchestration tools like Apache Airflow, Kubeflow, or similarComfortable working in Unix/Linux environmentsFluent English levelRESPONSABILITIES· TDD· Leveraging GPU & CPU resources as appropriate / understanding capacity requirements for ML Workloads· Architect, automate and orchestrate Dev-Ops/ ML-Ops pipelines on cloud· Craft re-usable tools and frameworks to monitor, optimize and maintain ML solutions· Design and implement data engineering pipelines (ETL)· Understand business problems and collaborate within the team to ensure scalability, business continuity and appropriate turnaround time· Conduct internal workshops and external meetups, participate in external conferences, and give talks· Continuously evolve your craft by keeping up to date with the new developments in AI/ML and related technologies and upskilling on these as needed.What you will love about working with us:At Capgemini Engineering we're always looking ahead. We reimagine possibilities, and we innovate with technology to bring ideas to life.We encourage flexibility in how, when, and where people get their work done, allowing a better work-life balance, and greater empowerment. They partner with their managers to find an arrangement that works best for their role and their circumstances.We offer game-changing programs to accelerate the growth of our people and the development of their expertise.What you need to know about what we offer:Excellent compensation and benefitsCareer path, trainings and real growth opportunitiesEngaging and challenging projects.Excellent work environment and culture.Open and Effective management.Highly professional and collaborative teams.About Capgemini GroupCapgemini is a global leader in partnering with companies to transform and manage their business by harnessing the power of technology. The Group is guided everyday by its purpose of unleashing human energy through technology for an inclusive and sustainable future. It is a responsible and diverse organization of over 300,000 team members in nearly 50 countries. With its strong 50-year heritage and deep industry expertise, Capgemini is trusted by its clients to address the entire breadth of their business needs, from strategy and design to operations, fueled by the fast evolving and innovative world of cloud, data, AI, connectivity, software, digital engineering and platforms.At Capgemini Mexico, we aim to attract the best talent and are committed to creating a diverse and inclusive work environment, so there is no discrimination based on race, sex, sexual orientation, gender identity or expression, or any other characteristic of a person. All applications welcome and will be considered based on merit against the job and/or experience for the position.