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Machine Learning Engineer
JOB SUMMARY
Job details
We are looking for a 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 responsabilities to:Develop large-scale distributed machine learning systems that are scalable, performant, efficient, and reliableCollaborating 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 platformContribute to evaluating and adopting new technologies and tools to enhance our machine-learning capabilities
Requirements
5+ years of experience as a Machine Learning Engineer. Strong experience with supervised and unsupervised learning, survival analysis, time series modeling, and statistical forecasting. Skilled in building predictive models (e. g. churn, user journey, sales forecasting) using behavioral data. Proficient with ML frameworks such as TensorFlow, PyTorch, or Scikit-Learn. Experienced in model training, versioning, and monitoring. Solid background in MLOps practices: CI/CD, Docker, Kubernetes, Airflow, SageMaker, MLflow, model observability tools, and feature stores. Business-oriented mindset: ability to connect model outcomes to product and strategic goals
Benefits
The Things We Really Care About:Health Insurance, because health comes firstFlexible working hoursOpen holidays, take the time you need for yourselfProfit distribution for everyoneMindera Annual Trip, Sports, and sharing groups to connect and have fun. Training conferences, create your own training planChild Care vouchers Other good things:Choose Laptop Peripherals that best suit your needsHotspot with unlimited usage (PT), for work or Netflix ;)We have amazing offices in Porto, Aveiro, and Coimbra if you want to physically connect with minders. Remote from Portugal is also an option. Remote from other Countries will depend on your current
location
and Projects. At the offices, we have a wide range of snacks to keep you fed and healthyPartnerships with local businessesMost 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 MinderaHandbook" rel="nofollow ugc noopener noreferrer" class="external" target="_blank">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.
This role has the responsabilities to:Develop large-scale distributed machine learning systems that are scalable, performant, efficient, and reliableCollaborating 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 platformContribute to evaluating and adopting new technologies and tools to enhance our machine-learning capabilities
Requirements
5+ years of experience as a Machine Learning Engineer. Strong experience with supervised and unsupervised learning, survival analysis, time series modeling, and statistical forecasting. Skilled in building predictive models (e. g. churn, user journey, sales forecasting) using behavioral data. Proficient with ML frameworks such as TensorFlow, PyTorch, or Scikit-Learn. Experienced in model training, versioning, and monitoring. Solid background in MLOps practices: CI/CD, Docker, Kubernetes, Airflow, SageMaker, MLflow, model observability tools, and feature stores. Business-oriented mindset: ability to connect model outcomes to product and strategic goals
Benefits
The Things We Really Care About:Health Insurance, because health comes firstFlexible working hoursOpen holidays, take the time you need for yourselfProfit distribution for everyoneMindera Annual Trip, Sports, and sharing groups to connect and have fun. Training conferences, create your own training planChild Care vouchers Other good things:Choose Laptop Peripherals that best suit your needsHotspot with unlimited usage (PT), for work or Netflix ;)We have amazing offices in Porto, Aveiro, and Coimbra if you want to physically connect with minders. Remote from Portugal is also an option. Remote from other Countries will depend on your current
location
and Projects. At the offices, we have a wide range of snacks to keep you fed and healthyPartnerships with local businessesMost 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 MinderaHandbook" rel="nofollow ugc noopener noreferrer" class="external" target="_blank">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.
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Mindera Portugal
