Machine Learning Engineer

3 settimane fa

Rozzano MI, Italia NLP PEOPLE A tempo pieno

We 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 health record. You will routinely interface with clinical stakeholders to evaluate KPI, update the modeling strategy and course-correct unverified hypothesis. You will be developing libraries to share with your team and leverage already existing ones.

The main objectives of the research activity is to answer clinical question with data driven methodologies with a special emphasis on evaluation, fairness and transparency so to produce transactional research of quality.

You will be part of the Humanitas AI Center reporting to the Chief Innovation Officer. The AI Center of Humanitas, a fast-paced research team at one among Italy’s… best institutions working in the biomedical research field, 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.

Main activities:

• Retrieval and querying of data from distributed architecture databases,

• Exploratory data analysis on clinical data,

• Innovative algorithms design and data analysis to discover and assess significant dynamics and patterns from complex data,

• Explore, define and support the validation of statistical and machine learning models in order to obtain useful tools to be applied in the biomedical field,

• Create and iterate possibly scalable computational models, in order to make the theoretical findings applicable to real world data.

• Collaborate with international external partners on cross-academic research projects.

Candidate profile

We are looking for motivated candidates who appreciate challenging tasks, objectives and are strongly oriented to both scientific excellence, high performances computing and human relationships.

Mandatory Requirements

• Master in a STEM related field.

• Fluent in written and spoken English and Italian.

Hard Skills

• Strong scripting and programming skills in Python,

• Excellent statistical knowledge,

• Experience with Data Management, Data integration, data transformation (ETL),

• Strong experience with pre-processing and exploratory data analysis on clinical data, with effective results reporting,

• Knowledge of SQL,

• Knowledge with infrastructure as code principles,

• Knowledge of PaaS and SaaS solutions offered by Cloud Providers (Azure, AWS, GCP),

• Experience with deployment including knowledge of CI/CD, containerization (Docker), and related concepts,

• Excellent analytical and problem solving skills.

Strongly recommended:

• Story telling: communicate your results to stakeholders without your expertise with impact,

• Experience working with electronic health records.

Soft Skills

• Excellent team-working capabilities even with colleagues from different research areas and backgrounds,

• Strong self-motivation and proactive approach,

• Able to meet deadlines and work autonomously,

• Curiosity and ability of stepping outside your comfort zone.

Why you should consider this opportunity

Humanitas Research Hospital is investing in data driven research and development of clinical support tools based on AI, you will contribute to the design and application of breakthrough technologies to be deployed in advanced clinical institutions.

You will get access to an extraordinary group of talented and passionate people coming from fields ranging from clinical sciences and healthcare management to informatics, bioinformatics and systems biology, including our extended international research network.

Contract and duration

We can offer a fixed-term contract of at least two years, that could be converted into a permanent contract. Salary, as well as employment level, will be defined based on candidate’s profile

Company:

Humanitas

Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years):

Senior (5+ years of experience)

Tagged as: Data Analysis , Industry , Italy , Machine Learning , NLP

#J-18808-Ljbffr

  • Machine Learning Engineer AI Center

    7 giorni fa

    Rozzano (MI), Italia NLP PEOPLE A tempo pieno

    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...

  • Machine Learning Engineer AI Center

    3 settimane fa

    Rozzano (MI), Italia NLP PEOPLE A tempo pieno

    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...

  • Machine Learning Engineer AI Center

    9 ore fa

    Rozzano, Italia NLP PEOPLE A tempo pieno

    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...

  • Machine Learning Engineer

    6 giorni fa

    Rozzano (MI), Italia NLP PEOPLE A tempo pieno

    We 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...

  • Machine Learning Engineer AI Center

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    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...

  • Machine Learning Engineer AI Center

    4 settimane fa

    Rozzano, Italia Humanitas A tempo pieno

    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...

  • Machine Learning Engineer

    9 ore fa

    Rozzano, Italia NLP PEOPLE A tempo pieno

    We 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

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    We 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

    4 settimane fa

    Rozzano, Italia Humanitas A tempo pieno

    We 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...

  • Computer Vision Engineer

    5 giorni fa

    Rozzano, Italia Humanitas A tempo pieno

    We 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

    5 giorni fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    We 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

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    We 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...

  • Data Scientist AI Center

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    The 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

    4 settimane fa

    Rozzano, Italia Humanitas A tempo pieno

    The 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

    4 settimane fa

    Rozzano, Italia Humanitas A tempo pieno

    We 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...

  • Automation and Control Engineer

    2 settimane fa

    San Donato Milanese (MI), Italia Hyster-Yale Materials Handling Inc A tempo pieno

    Job Title: Automation and Control Engineer Job Family: Testing Operations Job Description: Primary Duties and Responsibilities: Investigate novel Machine Learning techniques for Nuvera products Propose Machine Learning solutions for Nuvera applications Develop new algorithms and approaches for data-driven diagnostics & prognostics Develop new algorithms...

  • Data Engineer

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    Job 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

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    We 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

    4 settimane fa

    Rozzano, Italia Humanitas A tempo pieno

    We 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...

  • Data Manager

    4 settimane fa

    Rozzano, Lombardia, Italia Humanitas A tempo pieno

    Nell'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...