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Machine Learning Architect at Mindera. Location Information: Blumenau, State of Santa Catarina, Brazil - Remote. . We are looking for a Machine Learning Architect to collaborate with Data Scientists and AI/ML community across BUs, Data Engineering, SMEs, and technical leads to help evangelize and translate business problems into scalable ML solutions across the client.. This role will be responsible for:. . Define model serving strategies (batch, real-time, streaming inference). . Design and implement Machine Learning Experimentation Platform, HPO, standardization of ML . pipelines. and ML Metadata Storage.. . Develop and maintain the feature repository, model governance and compliance. . . Build and own the ML Portfolio based on BU needs.. . Support ML Infrastructure as an administrator on Databricks, Snowflake and Sagemaker. . . Own and publish best practices.. . Requirements. . 7+ years of experience in Machine Learning or related roles.. . Strong background in . ML System Architecture & Design. .. . Experience with . supervised and unsupervised learning. , classical ML techniques (e.g. time series, statistical modelling), and . survival analysis. .. . Proven work with . churn prediction. , . sales forecasting. , and . user journey models. , using behavioral data.. . Skilled in . data prediction. and . trend analysis. , with the ability to understand model needs and their connection to business impact.. . Hands-on experience with . Databricks, Snowflake. , and/or . AWS SageMaker. .. . Solid experience in . performance optimization. and . model monitoring. in production environments.. . Comfortable working with and enhancing existing models and building them from scratch.. . Benefits. . The Things We Really Care About:. . . Flexible working hours. . Mindera Annual Trip, Sports, and sharing groups to connect and have fun!. . Training & conferences, create your own training plan. . Choose Laptop & Peripherals that best suit your needs. . Most of all you get to work with a bunch of great people, where the whole team owns the project together in a politics-free environment. Our culture reflects our lean and self-organization attitude. We encourage our colleagues to take risks, make decisions, work in a collaborative way and talk to everyone to enhance communication. Freedom and Responsibility go hand in hand, and we value commitment, feedback, and empathy. . . About Mindera . . At Mindera we use technology to build products we are proud of, with people we love.. Software Engineering Applications, including Web and Mobile, are at the core of what we do at Mindera.. We partner with our clients, to understand their products and deliver high-performance, resilient, and scalable software systems that create an impact on their users and businesses across the world.. You get to work with a bunch of great people, where the whole team owns the project together.. Our culture reflects our lean and self-management attitude. We encourage our colleagues to take risks, make decisions, work in a collaborative way and talk to everyone to enhance communication.. We are proud of our work and we love to learn all and everything while navigating through an Agile, Lean and collaborative environment.. Check out our . Blog. and our . Handbook. !. Our offices are located: Porto, Portugal | Aveiro, Portugal | Coimbra, Portugal | Leicester, UK | San Diego, USA | San Francisco, USA | Chennai, India | Bengaluru, India | Cluj-Napoca, Romania | Blumenau, Brazil. .