We are looking for a Machine Learning Architect to collaborate with Data Scientists and the AI/ML community across Business Units (BUs), Data Engineering, Subject Matter Experts (SMEs), and technical leads.
The role involves defining model serving strategies, including batch, real-time, and streaming inference.
You will design and implement an ML Experimentation Platform, Hyperparameter Optimization (HPO), standardization of ML pipelines, and ML Metadata Storage.
Responsibilities include developing and maintaining the feature repository, model governance, and compliance.
You will build and own the ML Portfolio based on the needs of the BUs.
The role requires supporting ML Infrastructure as an administrator on Databricks, Snowflake, and Sagemaker.
You will also own and publish best practices in the field.
Requirements:
A minimum of 7 years of experience in Machine Learning or related roles is required.
A strong background in ML System Architecture and Design is essential.
Experience with supervised and unsupervised learning, classical ML techniques (e.g., time series, statistical modeling), and survival analysis is necessary.
Proven work with churn prediction, sales forecasting, and user journey models using behavioral data is required.
You should be 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 is mandatory.
Solid experience in performance optimization and model monitoring in production environments is expected.
You should be comfortable working with and enhancing existing models as well as building them from scratch.
Benefits:
Health Insurance is provided because health comes first.
Flexible working hours are available to accommodate personal schedules.
Open holidays allow you to take the time you need for yourself.
Profit distribution is offered for everyone in the company.
Mindera organizes an Annual Trip, along with sports and sharing groups to foster connection and fun.
Training and conferences are supported, allowing you to create your own training plan.
Child Care vouchers are available to assist with family needs.
You can choose a laptop and peripherals that best suit your needs.
Unlimited hotspot usage is provided for work or personal use.
Amazing offices are located in Porto, Aveiro, and Coimbra, with remote work options available from Portugal and potentially other countries.
A wide range of snacks is available at the offices to keep you fed and healthy.
Partnerships with local businesses enhance community engagement.
