Machine learning scientist Jobs in Berlin

About Avo Intelligence

Avo Intelligence operates at the forefront of machine learning innovation, delivering transformative solutions that empower businesses to unlock the potential of their data. Based in Singapore, we specialize in providing world-class machine learning expertise that drives impactful results across industries such as finance, healthcare, logistics, and smart urban planning. With a network of highly skilled professionals experienced in raw machine learning applications, we are dedicated to fostering innovation and delivering meaningful outcomes for our clients.

About the Role

We are seeking a passionate and experienced Machine Learning Lead to spearhead the development and optimization of algorithms that drive innovative machine learning solutions across diverse projects. This role involves taking ownership of the end-to-end ML lifecycle—from data exploration and model development to deployment—while mentoring a team of talented professionals. If you thrive on solving complex challenges, driving impactful innovation, and shaping the future of machine learning, we’d love to have you on board.

Tasks

• Collaborate with stakeholders to understand business objectives and design machine learning models to achieve them, including defining metrics to measure success.
• Lead and oversee resource allocation (hardware, data, personnel) to ensure project deadlines are consistently met.
• Analyze and evaluate machine learning algorithms, ranking their effectiveness and selecting the best approaches for real-world deployment.
• Explore and visualize data to gain actionable insights, identifying and mitigating issues in data distribution that could affect model performance.
• Ensure data quality through cleaning, augmentation, and preprocessing, while also supervising the data acquisition process when needed.
• Identify and leverage publicly available datasets for training and develop custom feature engineering and data augmentation pipelines.
• Develop and implement validation strategies to ensure robust model performance.
• Train, fine-tune, and optimize ML models, including hyperparameter tuning and performance evaluation.
• Strategize to overcome model errors and design fail-safe deployment strategies for production environments.
• Lead the integration and deployment of ML models into production systems, ensuring scalability and efficiency.
• Guide the team in leveraging the GCP Ecosystem and other cloud platforms for ML workflows.

Requirements

Benefits

Avo Intelligence is redefining the possibilities of machine learning by empowering businesses to leverage raw ML expertise to tackle complex challenges and innovate effectively. Operating from Germany and Singapore—two global hubs of technology and innovation—we are uniquely positioned to connect organizations with world-class ML talent and solutions, driving transformative impact across industries.

We are specialized in providing expert machine learning talent that integrates seamlessly with your projects. Our team of experienced professionals brings deep technical knowledge, creativity, and a passion for solving data-centric problems. Unlike traditional consulting firms, we focus on building strong collaborative partnerships, ensuring that our talent works hand-in-hand with your in-house teams to deliver impactful results.