ML / Data Engineer

About The Company Oventi is a consulting firm specializing in Data and Artificial Intelligence that drives business performance. By combining cutting-edge technical expertise with a strategic vision rooted in business challenges, we transform data into tangible growth drivers. Our teams, composed of graduates from top engineering and business schools, design complex architectures and products. Between our internal LAB, a true innovation incubator, and our hands-on support within organizations, we convert applied research into tailored, immediately operational solutions. About The Role We are seeking a talented ML/Data Engineer to join our team and play a key role in building and industrializing Artificial Intelligence and Machine Learning solutions focused on strategic forecasting and prediction challenges related to Supply Chain and Value Chain management. In this role, you will directly contribute to the development of high-value data products by designing robust, high-performance solutions that are deployable in production environments. Your expertise will be crucial in ensuring the reliability, scalability, and efficiency of AI/ML models and pipelines. Qualifications - Minimum 7 years of experience as a Data or Machine Learning Engineer. - Master’s degree or engineering diploma with a specialization in Data Engineering, Artificial Intelligence, or Data Science. - Proven experience in developing and industrializing AI/ML solutions, with strong knowledge of deployment challenges. - Proficiency with Data Engineering tools, pipeline management, and AWS environments. - Experience with containerization technologies such as ECR and EKS. - Strong interpersonal skills, collaborative mindset, and a passion for continuous improvement. Responsibilities - Design and develop advanced Machine Learning models dedicated to forecasting and Supply Chain predictions. - Industrialize and operate models in production, ensuring delivery, versioning, and deployment within CI/CD pipelines on the AI platform. - Expose, monitor, and supervise production models to guarantee their performance and reliability. - Provide technical support to testing and validation teams. - Manage data refining processes to ensure quality, integrity, and performance of input and output data. - Maintain continuous observability of deployed models and lead iterative improvements in production. - Contribute actively to technical architecture decisions and promote MLOps best practices within teams. Benefits - Work within a human-sized structure that promotes exchange, autonomy, and innovation with a direct and visible impact. - Engage in high-value programs across diverse sectors and functions, delivering tailored solutions with significant client impact. - Benefit from a culture of technical excellence with personalized career support and continuous training. - Join a passionate and committed team of engineers from top schools, carefully recruited and invested for the long term. - Experience the agility of a startup combined with the rigor of an expert consulting firm. - Participate in impactful projects that influence business decisions and generate measurable value. - Location: Paris 2 (75) with remote work options. Equal Opportunity Oventi is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.