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Machine Learning Architect

3 weeks, 6 days ago
Portugal
Full-time
Lead
Data Architect
Data Science and Analytics
Apache Airflow Apache Spark AWS Azure CI/CD Databricks Feature Engineering GCP LLM Machine Learning MLOps Python SQL
Apply Now
Mindera

Mindera

Mindera is a global software engineering company that delivers high-performance web and mobile applications, empowering businesses with custom software solutions through Agile methodology and value-driven products.

Internet Software & Services
1K-5K
Founded 2014
$2M raised
View All Jobs 29

Description

  • Define and lead the architecture for scalable machine learning and AI platforms.
  • Design end-to-end ML workflows in Databricks, including feature engineering, model training, experimentation, deployment, and monitoring.
  • Architect scalable data pipelines for AI and ML workloads using Apache Spark, Python, and SQL.
  • Establish MLOps practices for CI/CD, model versioning, governance, automated retraining, drift detection, observability, and monitoring.
  • Design secure and compliant AI architectures aligned with governance and privacy standards.
  • Partner with Data Engineering teams to optimize data models and feature stores.
  • Guide Data Scientists and ML Engineers on scalable production design patterns.
  • Evaluate and integrate emerging AI capabilities such as LLMs, vector databases, retrieval augmented generation, and AI agents.
  • Drive cost optimization, scalability, and operational excellence across ML platforms.
  • Define reference architectures and best practices across multiple ML teams and translate stakeholder needs into technical solutions.

Requirements

  • 8+ years of experience in data, AI, or machine learning engineering roles.
  • 3+ years of experience designing ML platforms or AI architecture at scale.
  • Strong hands-on experience with Databricks, Apache Spark, Python, and SQL.
  • Strong understanding of MLOps and ML lifecycle management.
  • Experience with distributed ML systems, feature engineering, and model deployment patterns.
  • Experience with Databricks Unity Catalog, Delta Lake, and lakehouse architecture.
  • Experience with cloud platforms such as AWS, Azure, or GCP.
  • Experience deploying ML models into production environments.
  • Strong knowledge of data architecture and scalable ETL/ELT patterns.
  • Experience with orchestration frameworks such as Apache Airflow.
  • Strong stakeholder communication and technical leadership skills.

Benefits

  • Health insurance.
  • Flexible working hours.
  • Open holidays, allowing time off when needed.
  • Profit distribution for employees.
  • Annual trips and sports/sharing groups for team connection and fun.
  • Training and conferences with support to create a personal training plan.
  • Child care vouchers.
  • Choice of laptop and peripherals to suit individual needs.
  • Unlimited hotspot usage in Portugal for work or personal use.
  • Remote work from Portugal, with additional remote options depending on location and project.
  • Access to offices in Porto, Aveiro, Coimbra, and other international locations.
  • Snacks and partnerships with local businesses at the offices.

Interested in this position?

Apply directly on the company website

Apply Now

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