Senior Machine Learning Engineer (MLOps/TensorFlow) - Remote Portugal
HumanIT Digital Consulting · Porto, PT
ABOUT THE OPPORTUNITY Join a world-class technology consultancy as a Machine Learning Engineer, working closely with the ML Architect to develop scalable ML...
Job description
ABOUT THE OPPORTUNITY: Join a world-class technology consultancy as a Machine Learning Engineer, working closely with the ML Architect to develop scalable ML frameworks and experimentation platforms. You'll build large-scale distributed machine learning systems that are performant, efficient, and reliable while collaborating with cross-functional teams to deploy and integrate models across business units. This role offers you the opportunity to optimize ML pipelines, manage feature stores, and contribute to evaluating cutting-edge technologies that enhance machine learning capabilities. PROJECT & CONTEXT: You'll develop and maintain large-scale distributed machine learning systems using frameworks like TensorFlow, PyTorch, and Scikit-Learn. The role involves building predictive models including churn prediction, user journey analysis, and sales forecasting using behavioral data. You'll work with supervised and unsupervised learning, survival analysis, time series modeling, and statistical forecasting techniques. Collaborating with business units, you'll understand their ML needs and work on cross-BU ML portfolio initiatives. You'll optimize feature extraction, transformation, and s...