Machine Learning Engineer

Summary

Join Mindera as a ML Engineer and collaborate with the ML Architect to develop on ML frameworks (TensorFlow, Scikit-Learn, Pytorch), Experimentation platform and tools. Develop large-scale distributed machine learning systems, collaborate with cross-functional teams to deploy/integrate machine learning models, and liaise with BUs for their ML needs. Optimize feature extraction, transformation, and selection, manage Feature Stores, and ensure the scalability and reliability of the machine learning platform. Contribute to evaluating and adopting new technologies and tools. This role requires 5+ years of experience as a Machine Learning Engineer with strong experience in various learning methods and predictive model building.

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

Responsibilities

• Develop large-scale distributed machine learning systems that are scalable, performant, efficient, and reliable
• Collaborating 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

Benefits

• Health Insurance, because health comes first
• Flexible working hours
• Open holidays, take the time you need for yourself
• Profit distribution for everyone
• Mindera Annual Trip, Sports, and sharing groups to connect and have fun!
• Training & conferences, create your own training plan
• Child Care vouchers
• Choose Laptop & Peripherals that best suit your needs
• Hotspot with unlimited usage (PT), for work or Netflix ;)