Machine Learning Architect
We are seeking a seasoned Machine Learning Architect to collaborate with cross-functional teams to develop and implement scalable machine learning solutions.
Key Responsibilities:
* Design and implement model serving strategies, including batch, real-time, and streaming inference.
* Develop and maintain the feature repository, model governance, and compliance.
* Build and own the machine learning portfolio based on business needs.
* Support machine learning infrastructure as an administrator on Databricks, Snowflake, and Sagemaker.
Requirements:
* 7+ years of experience in machine learning or related roles.
* Strong background in ML system architecture and design.
* Experience with supervised and unsupervised learning, classical ML techniques, 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.
Benefits:
* Health insurance for overall well-being.
* Flexible working hours for work-life balance.
* Open holidays for personal time.
* Profit distribution for team success.
* Mindera Annual Trip for team bonding.
* Training & conferences for professional growth.
* Child care vouchers for family support.
Other Good Things:
* Choose your own laptop and peripherals for comfort.
* Unlimited hotspot usage for work or leisure.
* Remote work options from Portugal or other locations.
* Well-stocked offices for snacking and relaxation.
* Partnerships with local businesses for community engagement.
Mindera values collaboration, lean management, and self-organization. We encourage our colleagues to take risks, make decisions, and enhance communication through open dialogue.