- Devoteam is a leading European consultancy focused on digital strategy, technology platforms, cybersecurity, and business transformation through technology. Technology is in our DNA, and we believe in it as a lever capable of driving positive change, maintaining a balance that allows us to offer our client portfolio top-tier technological tools while always preserving the closeness and professionalism of a team acting as a guide along the way. Devoteam has been betting on technology serving people for over 25 years. With more than 10\.000 people across the group, operating in 20 countries in Europe, the Middle East, and Africa. At Devoteam, we are seeking an ML Architect with a detailed description of the key tasks and responsibilities a Google Cloud Machine Learning Engineer would undertake: **Model Design and Development:** * **Problem and Requirements Analysis:** Collaborate with multidisciplinary teams to understand business problems and translate them into viable machine learning solutions. * **Algorithm and Technique Selection:** Select the most appropriate machine learning algorithms and techniques to address specific problems. * **Model Development and Training:** Use GCP tools and frameworks (such as TensorFlow, Keras, scikit\-learn) to develop, train, and evaluate machine learning models. * **Model Optimization:** Tune hyperparameters and model architectures to improve performance and accuracy. **Data Preparation and Management:** * **Data Collection and Cleaning:** Gather data from diverse sources and perform cleaning and preprocessing tasks to ensure data quality. * **Exploratory Data Analysis:** Explore and understand data to identify patterns, trends, and anomalies. * **Feature Engineering:** Transform and create relevant features to enhance model performance. * **Data Storage and Management:** Use GCP storage services (such as BigQuery, Cloud Storage) to store and manage large volumes of data efficiently. **Model Deployment and Management:** * **Production Model Deployment:** Deploy trained models into production environments using GCP services (such as AI Platform, Cloud Functions). * **Model Monitoring and Maintenance:** Monitor model performance in production and perform updates and adjustments as needed. * **Model Scalability:** Ensure models can handle large volumes of data and real-time requests. * **Process Automation:** Use automation and orchestration tools (such as Cloud Composer, Kubeflow) to streamline the machine learning workflow. **Collaboration and Communication:** * **Teamwork:** Collaborate closely with data scientists, software engineers, solution architects, and other professionals. * **Effective Communication:** Present findings and results clearly and concisely to both technical and non-technical audiences. * **Documentation:** Maintain comprehensive and up-to-date documentation for machine learning projects. **Research and Development:** * **Staying Current:** Keep up-to-date with the latest trends and advancements in the field of machine learning. * **Experimenting with New Technologies:** Explore and evaluate new machine learning tools and techniques. * **Community Contribution:** Share knowledge and experience through publications, presentations, and open-source projects. **Key Skills:** * **Strong Machine Learning Knowledge:** Proficiency in machine learning algorithms, techniques, and frameworks. * **Programming Experience:** Fluency in Python and other relevant programming languages. * **Familiarity with GCP:** Knowledge of GCP services and tools for machine learning. * **Analytical and Problem-Solving Skills:** Ability to analyze complex problems and devise effective solutions. * **Communication and Collaboration:** Ability to work effectively in teams and communicate clearly and concisely. - Indefinite-term contracts. Work-life balance measures: flexible working hours, intensive workdays on Fridays and during summer months, spatial flexibility measures, support and administrative assistance for maternity and paternity leave, participation in training activities, etc. Access to the Flexible Compensation Plan (Health Insurance, Childcare Vouchers, Meal Vouchers, Transportation Card, and Training). Free physiotherapy service at the headquarters. Assignment of an HRBP who will accompany you throughout your career to support your professional and personal development during your tenure. English classes. Resources for Devoteamers (offering employee discounts on goods purchases, ticket bookings, travel, etc.). Devoteam Group works toward equal opportunity, promotes employees based on merit, and actively combats all forms of discrimination. We firmly believe diversity and equality foster creativity, dynamism, and excellence within our organization, contributing to societal progress. All positions are open to everyone.