H3AI Engineer / Software Developer (GEMINI Project) /h3pJoin to apply for the strongAI Engineer / Software Developer (GEMINI Project) /strong role at strongHumanitas Research Hospital /strong /ph3AI Engineer / Software Developer (GEMINI Project) /h3pJoin to apply for the strongAI Engineer / Software Developer (GEMINI Project) /strong role at strongHumanitas Research Hospital /strong /ppDirect message the job poster from Humanitas Research Hospital /ppstrongAI Engineer / Software Developer (GEMINI Project) /strong /ppstrongThe GEMINI Project /strong /ppThe GEMINI project, "Digital Twins by Generative Artificial Intelligence to Boost Personalized Medicine and Therapeutic Innovation", led by Humanitas Research Hospital, Humanitas AI Center, and Humanitas University, has been funded by the Ministry of University and Research under the FISA program. /ppOver the next five years, the goal is to develop a model based on innovative and scalable AI algorithms and real-world data (Digital Twin) that replicates the biological and clinical complexity of human diseases with a high social impact (such as cancers, debilitating chronic diseases, and rare diseases). /ppThe ultimate aim is to provide physicians and patients with a validated and transparent tool to support critical aspects of clinical management, including diagnosis, prognosis, and optimal treatment selection. /ppstrongJob Description /strong /ppWe are looking for an AI Engineer / Software Developer with expertise in software engineering, machine learning, and deep learning applied to structured and unstructured medical data. In this role, you will focus on developing AI-driven models to answer clinical questions with evidence-based insights in an RD environment, leveraging data from electronic health records (EHRs). You will collaborate closely with clinical stakeholders to assess key performance indicators (KPIs), refine modeling strategies, and adjust hypotheses as needed. Additionally, you will contribute to the development of shared libraries for your team and integrate existing ones into the workflow. You will be responsible for designing, developing, and deploying AI solutions, optimizing existing pipelines, and contributing to innovative research in data synthesis and digital twins using cutting-edge machine learning and deep learning methodologies. /ppstrongResponsibilities and Main activities /strong /pulliResearch and develop generative models for synthetic data generation and digital twins in healthcare. /liliDesign, develop, and deploy medical software solutions, code repositories, and end-to-end pipelines using appropriate MLOps tools. /liliDevelop and maintain the software life-cycle /liliImplement and maintain machine learning pipelines in production environments. /liliDefine and support the clinical validation of statistical and ML models applied to real-world healthcare data. /liliPerform exploratory data analysis (EDA) and integrate highly fragmented medical datasets. /liliDevelop innovative algorithms and conduct data analysis to uncover significant patterns and trends in complex datasets. /liliCollaborate with international partners in industry and academia on cutting-edge AI and ML research projects. /li /ulpstrongSkills and Qualifications /strong /pulliStrong knowledge of machine learning, deep learning, and statistical techniques. /liliUnderstanding of data structures, data modeling, and software architecture. /liliProven experience in developing ML/DL solutions (classification, regression, clustering, generative models) within the healthcare domain. /liliExpertise in designing and building structured software and pipelines for data scientists and technical users. /liliProficiency in Python and R. /liliExperience with ML/DL frameworks such as TensorFlow, PyTorch, and Keras. /liliKnowledge of CI/CD pipelines, Git versioning, containerization (Docker), and MLOps best practices. /liliExperience with cloud platforms (GCP, AWS, Azure) and distributed computing. /liliKnowledge of databases and data lakes, with SQL proficiency being a plus. /liliAbility to design and develop backend API services and simple web applications for data science use cases. /liliExperience in Computer Vision (CV) and Natural Language Processing (NLP). /liliFamiliarity with Generative AI and Large Language Models (LLMs) is a plus. /liliMaster’s degree (PhD preferred) in a STEM discipline. /liliFluent in English and Italian (written and spoken). /liliStrong software development skills, including knowledge of software design patterns, object-oriented programming (OOP), and microservices architecture. /liliProficiency in software engineering principles, including testing, debugging, and version control. /liliExperience with data engineering, including ETL pipelines, data warehousing, and real-time data processing. /liliKnowledge of big data technologies such as Apache Spark, Kafka, and Hadoop is a plus. /liliFamiliarity with RESTful APIs, GraphQL, and web development frameworks. /li /ulpstrongSoft Skills /strong /pulliExcellent team-working capabilities even with colleagues from different research areas and backgrounds; /liliStrong self-motivation, commitment and proactive approach; /liliAbility to meet deadlines and work autonomously in rapidly changing environments; /liliCuriosity and ability of stepping outside your comfort zone. /li /ulpstrongContract and duration /strong /ppWe can offer a fixed-term contract. Contract duration, salary, as well as employment level, will be defined based on candidate's profile. /ppemAll candidate data collected from the application shall be processed in accordance with applicable law: Dlgs 198/2006 e dei Dlgs 215/2003 e 216/2003; privacy ex artt. 13 e 14 del Reg. UE 2016/679. /em /ph3Seniority level /h3ullih3Seniority level /h3Associate /li /ulh3Employment type /h3ullih3Employment type /h3Full-time /li /ulh3Job function /h3ullih3Job function /h3Business Development /lilih3Industries /h3Hospitals and Health Care /li /ulpReferrals increase your chances of interviewing at Humanitas Research Hospital by 2x /ppGet notified about new Artificial Intelligence Engineer jobs in strongRozzano, Lombardy, Italy /strong. /ph3Junior Data Scientist - Area Products Services /h3h3Junior - AI Engineer Milano/Cagliari - Audit Assurance /h3h3Data Scientist - QuantumBlack, AI by McKinsey /h3h3Junior – AI RPA Developer Data analytics /h3h3Software Engineer- Machine Learning - Italy /h3pWe’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. /p #J-18808-Ljbffr