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Principal Engineer - Data & ML at Beyond. Beyond. is a technology consultancy helping organizations thrive in a rapidly changing world.. We build, modernize, scale, and operationalize technology, creating . Cloud and AI solutions. to unlock productivity and drive customer growth.. Role Overview. We're looking for a . Technical Leader. to shape the next generation of our data and machine learning capabilities, focusing on data quality, enrichment, and the intelligent linking of products and information. This role offers the opportunity to define architectural strategy, lead transformative initiatives, and work at scale on platforms infused with machine learning and semantic intelligence to unlock deep insights from complex data.. As a Principal Engineer at Beyond, you’ll:. . Lead the architecture and evolution of scalable, high-performance . data pipelines and ML systems. , focusing on data ingestion, transformation, quality checks, and enrichment.. . Drive cross-functional initiatives to integrate modern . Machine Learning and AI technologies. (including semantic understanding, natural language processing, and potentially large language models) to automate data quality, link canonical products, and create intelligent data enrichment solutions.. . Define strategies to enhance the . performance, reliability, and observability. of data and ML services, ensuring robust, high-quality data outputs.. . Design and implement frameworks for evaluating . data quality and the effectiveness of ML models. through both offline metrics and online validation.. . Champion engineering best practices and mentor engineers across teams, raising the bar for . code quality, data governance, and ML system design.. . . Shape long-term technical direction by staying ahead of trends in . AI, ML, data engineering, and distributed systems . and bringing these innovations into production within the Knowledge domain.. . Things that will make you stand out:. . Degree in Computer Science, Engineering, Machine Learning, or a related technical field.. . . 8+ years of experience. designing and leading the development of . large-scale distributed data and/or ML backend systems.. . . Hands-on experience with . ETL pipeline design and optimization. for complex data sets is a strong advantage.. . Deep familiarity with technologies such as . Apache Beam, Pub/Sub, Redis. , and other large-scale data processing frameworks.. . Expertise in . backend development with Python and Scala. ; knowledge of Node.js or Golang is a plus.. . Proficient with both . SQL and NoSQL databases. , and experience with data warehousing solutions.. . Demonstrated experience building robust APIs (REST, GraphQL) and operating in modern cloud environments (. GCP preferred. ), using Kubernetes, Docker, CI/CD, and observability tools.. . Proven ability to lead and influence engineering direction across teams and functions, particularly in a . data-centric and ML-driven environment.. . . Strong communication skills and the ability to align diverse technical stakeholders around a cohesive vision for data quality and knowledge extraction.. . Nice to Have. . Specialization in . ML areas such as semantic understanding, natural language processing (NLP), data classification, or entity resolution.. . . Experience integrating LLMs, developing custom model architectures, or deploying machine learning solutions in production for data enrichment and automation.. . Knowledge of . end-to-end ML system design. , including experimentation workflows and model lifecycle management (MLOps).. . Certifications in Google Cloud ML or Data Engineering.. . Having been named among the Sunday Times Best 100 Companies, we believe culture plays a large role in what we offer as an organization. We actively promote diversity in all its forms across our Studios, and we proudly, passionately, and proactively strive to create a culture of inclusivity and openness for all our employees.. Beyond is committed to welcoming everyone, regardless of gender identity, orientation, or expression. Our mission is to remove exclusivity and barriers and encourage new thinking and perceptions in a space of belonging. It is not about race, gender, or age, it is about people. And without our people being their most creative and innovative selves, we are nothing.. Company Location: Portugal.