ML Engineer

Position Overview

• Location Type: Remote
• Job Type: Not Specified
• Salary: Not Specified

We are looking for an ML Engineer to work closely with the ML Architect to develop on ML frameworks (TensorFlow, Scikit-Learn, Pytorch), Experimentation platform and tools. This role has the responsibilities to:

• Develop large-scale distributed machine learning systems that are scalable, performant, efficient, and reliable
• Collaborate with cross-functional teams to help deploy/integrate machine learning models.
• Liaise with the BUs for their ML needs and work on the cross-BU ML portfolio.
• Optimize feature extraction, transformation and selection.
• Work with and manage Feature Stores for reusability across ML pipelines.
• Ensure scalability, reliability, cost efficiency, and ease of use of the machine learning platform
• Contribute to evaluating and adopting new technologies and tools to enhance our machine-learning capabilities

Requirements

• 3-5 years of experience as an ML Engineer, preferably with a Gaming industry background.
• Experienced with ML frameworks (TensorFlow, Scikit-Learn, Pytorch).
• Experienced with Model training, versioning and monitoring.
• Strong background in MLOps practices, including:
  • CI/CD
  • Containerization (Docker)
  • Orchestration frameworks (Kubernetes, Airflow)
  • Model serving tools (AWS SageMaker, Databricks MLFlow)
  • Model observability frameworks
  • Automation and feature stores

Responsibilities

• Develop large-scale distributed machine learning systems.
• Collaborate with cross-functional teams on model deployment and integration.
• Liaise with Business Units (BUs) regarding their ML needs and contribute to the cross-BU ML portfolio.
• Optimize feature extraction, transformation, and selection.
• Manage and work with Feature Stores for reusability.
• Ensure scalability, reliability, and cost efficiency of the machine learning platform.
• Contribute to evaluating and adopting new technologies.

Application Instructions

• Not Specified

Company Information

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.

Our Culture:

• 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.
• 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.

Our Offices:

• Porto, Portugal
• Aveiro, Portugal
• Coimbra, Portugal

Check out our Blog and our Handbook!