ML Architect

Position Overview

• Location Type: Remote
• Job Type: [Employment Type - Not Specified]
• Salary: Not Specified

Description: We are looking for an ML Architect to collaborate with Data Scientists and the AI/ML community across Business Units (BUs), Data Engineering, Subject Matter Experts (SMEs), and technical leads to help evangelize and translate business problems into scalable ML solutions across the client. This role will be responsible for:

• Defining model serving strategies (batch, real-time, streaming inference).
• Designing and implementing the ML Experimentation Platform, Hyperparameter Optimization (HPO), standardization of ML pipelines, and ML Metadata Storage.
• Developing and maintaining the feature repository, model governance, and compliance.
• Building and owning the ML Portfolio based on BU needs.
• Supporting ML Infrastructure as an administrator on Databricks, Snowflake, and Sagemaker.
• Owning and publishing best practices.

Requirements

• 5-7 years of experience in ML System Architecture & Design.
• Experienced with Databricks, Snowflake, and SageMaker.
• Experience with Performance Optimization and Model Monitoring setup.

Responsibilities

• Define model serving strategies (batch, real-time, streaming inference).
• Design and implement ML 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.

Benefits

• Health Insurance
• Flexible working hours
• Open holidays (take the time you need)
• Profit distribution for everyone
• Mindera Annual Trip, Sports, and sharing groups
• Training & conferences (create your own training plan)
• Child Care vouchers
• Choose Laptop & Peripherals
• Hotspot with unlimited usage (PT)
• Offices in Porto, Aveiro, and Coimbra (optional)
• Remote work options (depending on location and projects)
• Partnerships with local businesses
• Work with a great team that owns the project together in a politics-free environment.
• Culture that encourages risk-taking, decision-making, collaboration, and communication.
• Freedom and Responsibility

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.