![Humanitas](https://media.trabajo.org/img/noimg.jpg)
Machine Learning Engineer AI Center
2 mesi fa
The Machine Learning Engineer has experience in machine learning and deep learning applied to structured and unstructured medical data.
Your main contribution will be focused on developing models to answer clinical questions with evidence in a R&D setting using data from the electronic health record. You will routinely interface with clinical stakeholders to evaluate KPI, update the modelling strategy and course-correct unverified hypothesis. You will be developing libraries to share with your team and leverage already existing ones.
The ML Engineer will develop and deploy AI solutions while also improving already existing pipelines.
The candidate will also contribute to developing new technologies for data synthesis and digital twins using a wide variety of machine learning and deep learning methods.
The AI Center of Humanitas is focused in research in the field of Artificial Intelligence applied in healthcare. Research and development areas include predictive and decision-support systems based on data-driven model (ML/DL models) to optimize clinical processes and ultimately improve the quality of patient care. We are a team of multidisciplinary scientists who work day by day on e-health and AI projects, by collaborating with clinical staff (doctors, nurses, researchers) and management staff.
Responsibilities and Main activities
- Collaborate in research and development of innovative generative data models for effective synthetic data generation and digital twins in healthcare;
- Contribute to the design, development and deployment of medical software, code repositories and end-to-end pipelines using appropriate MLOps tools;
- Design and deploy machine learning pipelines in a production environment;
- Explore, define and support the clinical validation of the statistical and machine learning models applied to real-world data;
- Exploratory data analysis and integration of highly fragmented data;
- Innovative algorithms design and data analysis to discover and assess significant dynamics and patterns from complex data,
- Collaborate with international partners in both private industry and academia;
Skills and Qualifications
- Knowledge of machine learning/deep learning models and statistical techniques;
- Understanding of data structures, data modeling and software architecture;
- Experience in developing machine learning and deep learning solutions (classification, regression, clustering and generative models) in healthcare;
- Experience in designing and building structured software and pipelines for technical users, such as Data Scientists;
- Good proficiency in Python and R programming languages;
- Experience in using frameworks such as Keras, PyTorch and Tensorflow;
- Experience with deployment including knowledge of CI/CD, GIT versioning, containerization (Docker), MLOps practices and related concepts;
- Knowledge of cloud providers (GCP, AWS, Azure) and/or distributed computing;
- Knowledge of database systems and data lakes, good knowledge of SQL is appreciated;
- Ability to design and develop backend API services and simple web pages for data science web applications;
- Experience with Computer Vision, NLP;
- Good knowledge of generative AI and LLM is preferred;
- Master (PhD would be a plus) in a STEM discipline;
- Fluent in written and spoken English and Italian;
Soft Skills
- Excellent team-working capabilities even with colleagues from different research areas and backgrounds;
- Strong self-motivation, commitment and proactive approach;
- Ability to meet deadlines and work autonomously in rapidly changing environments;
- Curiosity and ability of stepping outside your comfort zone.
All 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.
-
Machine Learning Engineer AI Center
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoThe Machine Learning Engineer has experience in machine learning and deep learning applied to structured and unstructured medical data.Your main contribution will be focused on developing models to answer clinical questions with evidence in a R&D setting using data from the electronic health record. You will routinely interface with clinical stakeholders to...
-
Machine Learning Engineer
5 giorni fa
Rozzano, Lombardia, Italia NLP PEOPLE A tempo pienoWe are looking for a Machine Learning Engineer with strong formalization skills able to convert stakeholders needs in verifiable hypothesis to deliver even better clinical services. Your main contribution will be focused on developing models to answer clinical questions with evidence in a R&D setting using structured and unstructured data from the electronic...
-
Machine Learning Engineer
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Machine Learning Engineer with strong formalization skills able to convert stakeholders needs in verifiable hypothesis to deliver even better clinical services.Your main contribution will be focused on developing models to answer clinical questions with evidence in a R&D setting using structured and unstructured data from the electronic...
-
Data Scientist AI Center
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoThe Data Scientist has experience in machine learning/deep learning techniques applied to structured and unstructured data (i.e. textual data).The candidate will research and develop new statistical and machine-learning methods for the analysis of medical reports, applying Natural Language Processing (NLP) techniques to real-world healthcare data.The...
-
Data Scientist AI Center
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoThe Data Scientist has experience in machine learning/deep learning techniques applied to structured and unstructured data (i.e. textual data).The candidate will research and develop new statistical and machine-learning methods for the analysis of medical reports, applying Natural Language Processing (NLP) techniques to real-world healthcare data.The...
-
Computer Vision Engineer
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Computer Vision Engineer with at least 2 years of experience in computer vision applied to medical imaging field. As part of our Computer Vision team we expect the candidate to help us discover the information hidden in radiological and histopathological medical image data, and help us make smart decisions to deliver even better clinical...
-
Computer Vision Engineer
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Computer Vision Engineer with at least 3 years of experience in computer vision applied to medical imaging field. As part of our Computer Vision team we expect the candidate to help us discover the information hidden in radiological and general medical image data, and help us make smart decisions to deliver even better clinical services....
-
Computer Vision Engineer
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Computer Vision Engineer with at least 3 years of experience in computer vision applied to medical imaging field. As part of our Computer Vision team we expect the candidate to help us discover the information hidden in radiological and general medical image data, and help us make smart decisions to deliver even better clinical services....
-
Computer Vision Engineer
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Computer Vision Engineer with at least 2 years of experience in computer vision applied to medical imaging field. As part of our Computer Vision team we expect the candidate to help us discover the information hidden in radiological and histopathological medical image data, and help us make smart decisions to deliver even better clinical...
-
AI/ML Engineering Consultant
5 giorni fa
Rozzano, Lombardia, Italia RINA A tempo pienoRINA is looking for an AI/ML Engineering Consultant to join their team in ROME, GENOA within the Space & Defence Division.MissionWe seek an experienced AI/ML engineer with expertise in Python, Java, C/C++. The ideal candidate should have a keen interest in exploring new technologies. In this role, you will:Design and implement AI/ML-driven solutions across...
-
Computational Biologist
5 giorni fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoJob Profile: Computational Biologist/ Data ScientistThe IRCCS Humanitas, in according with Directors of the ICSC Foundation law of July 12, 2023 approved the project entitled: " Health Data Platform to unravel the Genetic Complexity to Define Novel Therapeutic Targets in Visceral Cancer" financed by the Innovation Funds (1st tranche); has started the public...
-
Data Engineer
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoJob Profile: Data EngineerNell'ambito del Piano Nazionale di Ripresa e Resilienza (PNRR), della Missione 4 - Componente 2 - Linea di Intervento 1.4. "Dalla Ricerca all'Impresa", è risultato ammesso a finanziamento il Centro Nazionale "National Centre for HPC, Big Data and Quantum Computing", tematica "Simulazioni, calcolo e analisi dei dati ad alte...
-
Data Engineer
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoJob Profile: Data EngineerNell'ambito del Piano Nazionale di Ripresa e Resilienza (PNRR), della Missione 4 - Componente 2 - Linea di Intervento 1.4. "Dalla Ricerca all'Impresa", è risultato ammesso a finanziamento il Centro Nazionale "National Centre for HPC, Big Data and Quantum Computing", tematica "Simulazioni, calcolo e analisi dei dati ad alte...
-
Data Scientist
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for one highly motivated Bioinformatician/Data scientist with expertise in bioinformatics, machine and deep learning related areas to join our interdisciplinary group, as independent researcher. As part of our technological team, we expect the candidate to help us discover the hidden information underlying complex data (clinical information,...
-
Data Scientist
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for one highly motivated Bioinformatician/Data scientist with expertise in bioinformatics, machine and deep learning related areas to join our interdisciplinary group, as independent researcher. As part of our technological team, we expect the candidate to help us discover the hidden information underlying complex data (clinical information,...
-
Data Scientist
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Data Scientist with strong formalization skills able to convert stakeholders needs in verifiable hypothesis to deliver even better clinical services.Your main contribution will be focused on developing models to answer clinical questions with evidence in a R&D setting using structured and unstructured data from the electronic health...
-
Data Scientist
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoWe are looking for a Data Scientist with strong formalization skills able to convert stakeholders needs in verifiable hypothesis to deliver even better clinical services.Your main contribution will be focused on developing models to answer clinical questions with evidence in a R&D setting using structured and unstructured data from the electronic health...
-
Data Manager
2 mesi fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoNell'ambito della UO di Cardiologia clinica ed interventistica è stato avviato il progetto di ricerca "Incidence and predictors of cardiovascular events after non-cardiac surgery: development and validation of a novel predictive tool", che ha lo scopo di individuare le caratteristiche che pongono i pazienti con indicazione a chirurgia non cardiaca a maggior...
-
Data Manager
3 settimane fa
Rozzano, Lombardia, Italia Humanitas A tempo pienoNell'ambito della UO di Cardiologia clinica ed interventistica è stato avviato il progetto di ricerca "Incidence and predictors of cardiovascular events after non-cardiac surgery: development and validation of a novel predictive tool", che ha lo scopo di individuare le caratteristiche che pongono i pazienti con indicazione a chirurgia non cardiaca a maggior...
-
Rozzano, Lombardia, Italia Humanitas A tempo pienoIn the National Recovery and Resilience Plan (PNRR), Mission 4 - Component 2 "From Research to Enterprise", the National Center for HPC, Big Data and Quantum Computing, thematic "Simulations, Computation and Analysis of High Performance Data," facilitation application marked with identification code CN000013, was approved for the realization of the Research...