Machine Learning Engineer

Job description

AI Solution Development Design and develop agentic systems, machine learning models, and AI algorithms. Lead the implementation of scalable AI products aligned with business and user needs. Deploy and operate AI/ML solutions in cloud environments (AWS preferred). Ensure reliability, performance, and maintainability of AI systems in production. Data & Model Engineering Design and oversee scalable data pipelines across cloud and hybrid environments. Lead data preprocessing, ingestion, and transformation activities. Establish data quality controls and monitor data drift. Guide model training, evaluation, tuning, and performance optimization. Integration & Deployment Integrate AI components into existing systems and workflows. Manage production deployments, monitoring, versioning, and maintenance. Collaboration & Communication Collaborate with stakeholders to gather requirements and deliver effective AI solutions. Maintain clear technical documentation. Communicate complex AI concepts to both technical and non-technical audiences. Research & Innovation Stay up to date with emerging AI technologies and best practices. Experiment with new approaches to improve existing and future solutions. Required Skills Proven experience as an AI Engineer, Machine Learning Engineer, or similar role. Hands-on experience building and deploying AI and ML systems. Strong proficiency in Python . Experience with agentic frameworks (e.g. LangChain, pydantic-ai, strands, Agent-ai). Solid knowledge of ML frameworks (TensorFlow, PyTorch, Scikit-learn). Experience in NLP, computer vision, or related AI domains. Familiarity with cloud platforms (AWS preferred, Azure or GCP welcome). Strong analytical and problem-solving skills. Excellent communication skills. Experience working in cross-functional teams. Familiarity with Agile methodologies (Scrum, Azure DevOps). Polish skills What do we offer you? Hybrid position based in Warsaw, Poland. Chance to work in a challenging, multicultural environment with international projects. If you are passionate about data, development & tech, we want to meet you! Talan Spain’s commitment to non-discrimination based on gender, race, ideology, or any other reason, in accordance with the company’s "Equality Plan" and the current regulations on gender equality between women and men (Royal Decree-Law 6/2019). Talan – Positive Innovation Talan is an international consulting group specializing in innovation and business transformation through technology. With over 7,200 consultants in 21 countries and a turnover of €850M, we are committed to delivering impactful, future-ready solutions. Talan at a Glance Headquartered in Paris and operating globally, Talan combines technology, innovation, and empowerment to deliver measurable results for our clients. Over the past 22 years, we’ve built a strong presence in the IT and consulting landscape, and we’re on track to reach €1 billion in revenue this year. Our Core Areas of Expertise Data & Technologies: We design and implement large-scale, end-to-end architecture and data solutions, including data integration, data science, visualization, Big Data, AI, and Generative AI. Cloud & Application Services: We integrate leading platforms such as SAP, Salesforce, Oracle, Microsoft, AWS, and IBM Maximo, helping clients transition to the cloud and improve operational efficiency. Management & Innovation Consulting: We lead business and digital transformation initiatives through project and change management best practices (PM, PMO, Agile, Scrum, Product Ownership), and support domains such as Supply Chain, Cybersecurity, and ESG/Low-Carbon strategies. We work with major global clients across diverse sectors, including Transport & Logistics, Financial Services, Energy & Utilities, Retail, and Media & Telecommunications.