Data Scientist

vor 3 Wochen

Geneve, Schweiz CERN Vollzeit

**Job Description**:
**Introduction**

Would you like to contribute to the mission of assisting engineers to improve the performances of accelerators and clinicians in the diagnosis, prevention and management of diseases? Then join CERN and take part in supporting knowledge transfer to society of machine learning algorithms used in the accelerator technology field.

You will join:

- the Data and Image Analysis team in the Technology Department which is responsible for the development and implementation of machine learning algorithms for particle physics accelerators infrastructure data analysis - to improve performances and provide robust modelling - as well as centralised and decentralised federated learning and distributed computing to provide robust, efficient and privacy preserving models
- a H2020 funded European project that proposes a novel, trustworthy by design, and privacy-preserving AI-based platform to develop algorithms to assist clinicians, patients and caregivers in the management of acute and chronic phases of ischemic stroke
- an international collaboration to develop, deploy and operate a Federated Learning infrastructure hosted by CERN to enable multiple clinical and research infrastructure sites to collaboratively build trustworthy AI based predictive models.

**Functions**

As a Data Scientist and Machine Learning Expert, you will work within an international collaboration of international experts in the accelerator technology and medical fields.

You will have access to large and diverse datasets, challenging problems, cutting edge accelerator technology and clinical research and developments.

Your main activities will consist of:

- Collection of the requirements to be translated in project and research activities.
- Design, development and implementation of machine learning algorithms and federated learning (FL) infrastructures in the accelerator technology and medical fields.
- Development and optimisation of the infrastructure and network design with respect to performance, robustness, availability, efficiency and scalability.
- Implementation, testing, and validation of the algorithms and FL infrastructure.
- Configuration and support of big data FL platforms: architecture, evolution, migration, upgrades and patches, including monitoring of system health and performance, to ensure high levels of performance, availability, and security.
- Sharing domain and technical expertise, providing technical mentorship and training to peers and students.
- Publishing and reporting results and achievements in scientific journals.

**Qualifications**:
Master's degree or equivalent relevant experience in the field of Computing Science or a science discipline (e.g. Mathematics, Physics) with significant computing content, or a related field.

**Experience**:

- Building machine learning solutions
- Building and optimising data analysis infrastructure towards performance, robustness and scalability.
- Coding in one or more languages (such as, but not limited to Python, Java) and knowledge of data structures, algorithms, and software design
- Configuration and operational support of big data infrastructure to ensure high levels of performance, availability, and security.

Additional experience in following fields would be an asset:

- Working with distributed machine learning and in particular federated learning
- Collection of users requirements to be translated in project and research activities

**Technical competencies**:

- Knowledge of common deep learning framewoks (e.g. Tensorflow, Keras, Pytorch).
- Knowledge of programming techniques and languages: Python programming is required; SQL, C and Java knowledge would be an advantage.
- Knowledge of data lakes and warehouse concepts, technical architectures, infrastructure components, extract transform load (ETL), and reporting or analytic tools and environments (e.g. Hadoop, Spark)

**Behavioural competencies**:

- Solving Problems: identifying, defining and assessing problems, taking action to address them
- Achieving Results: delivering high quality work on time and fulfilling expectations
- Working in Teams: building and maintaining constructive and effective work relationships
- Communicating Effectively: delivering presentations in a structured and clear way; adjusting style and content to the audience; responding calmly and confidently to questions
- Learning and Sharing Knowledge: keeping up-to-date with developments in own field of expertise and readily absorbing new information

**Language skills**:
Spoken and written English or French: ability to understand and speak the other language in professional contexts, or the undertaking to aquire it rapidly.

Additional Information
**Eligibility and closing date**:
**Employment Conditions**

Job grade: 6-7

Job reference: TE-CRG-GLO-2023-5-LD

Benchmark Job Title: Computing Engineer

  • Commercial Data Scientist

    vor 4 Wochen

    Geneve, Schweiz Caterpillar Vollzeit

    **Career Area**:Information Analytics**: The Caterpillar Enterprise Strategy Group is seeking a Commercial Data Scientist to pair quantitative techniques with business acumen, providing data-driven insight and analysis in support of our enterprise goals. This position will utilize multiple data sets throughout the enterprise to identify discrepancies,...

  • Data Scientist

    vor 1 Woche

    Geneve, Schweiz BS-Team SA Vollzeit

    Chez BS-Team, nous avons à cœur d’accompagner nos collaborateurs tout au long de leur carrière en leur offrant des opportunités d’évolution. Nous sommes convaincus que l’élargissement des connaissances et des compétences est primordial pour leur réussite professionnelle et leur épanouissement au quotidien. **Mission**: - Le data scientist a...

  • Test Data Scientist Expert

    Vor 5 Tagen

    Geneve, Schweiz Adecco Human Resources AG Vollzeit

    Critères de l'offre **L'entreprise**: LHH The Adecco Group Switzerland Description du poste For one of our clients a banking company, in Geneva, we are recruiting for a long-term mission a Test Data Scientist Expert who is open-minded and client-oriented, is passionate about his work, who believes in success and has a strong team spirit. Are you looking...

  • Data Scientist

    vor 4 Wochen

    Geneve, Schweiz Qim Info Vollzeit

    **Qim info, qui sommes-nous** ?** Société d’ingénierie informatique et de services du numérique créée en 2004 et implantée sur Genève, Lausanne, Annecy, Bâle et Zurich, Qim info c’est surtout un ensemble de consultant.e.s capables d’intervenir à tous les niveaux d’un Système d’Information. Avec 600 collaborateurs, nous sommes toujours...

  • Lead Data Scientist

    Vor 4 Tagen

    Geneve, Schweiz Trafigura Vollzeit

    **Main Purpose**: **Knowledge Skills and Abilities, Key Responsibilities**: - Experience of working in a commercial oil trading environment. - Development of forecasting models. - Machine Learning & Deep Learning methods. - Multivariate statistics. - Strong Python and SQL coding skills with good understanding of software engineering best practices. -...

  • Lead Data Scientist

    Vor 6 Tagen

    Geneve, Schweiz Trafigura Vollzeit

    Trafigura Geneva, SwitzerlandPosted 2 hours ago Permanent Competitive **Main Purpose**: **Knowledge Skills and Abilities, Key Responsibilities**: - Experience of working in a commercial oil trading environment. - Development of forecasting models. - Machine Learning & Deep Learning methods. - Multivariate statistics. - Strong Python and SQL coding skills...

  • Energy Management Data Scientist

    vor 4 Wochen

    Geneve, Schweiz ems.ch Vollzeit

    **Energy management systems development in an innovative cleantech company** Our client is a young, dynamic startup integrating its high-tech, proprietary distributed energy management system hardware and software and smart home management, into net-zero residential energy sharing communities. This pioneering company based in Geneva develops innovative...

  • Data Scientist

    Vor 5 Tagen

    Geneve, Schweiz Expedia Group Vollzeit

    Data Scientist - Analytics I What you will do: - Basic level ability to extract data from multiple data sources and combine into the required datasets for model building or analytics - Demonstrates begineer level understanding and correct applicaton of descriptive statistics. - Is able to evaluate appropriate measurement techniques and design and recommend...

  • Data Scientist I, Operations Optimization Analytics

    vor 3 Stunden

    Geneve, Schweiz Expedia Group Vollzeit

    **Data Scientist I, Operations Optimization Analytics** Are you passionate about leveraging data to drive positive change? Join us at Expedia Group to combine your Analytical expertise with vast amounts of data from the Travel Industry and identify areas of improvement in the operations of the Account Management team. In doing so, you will contribute to...

  • Data Scientist Iii, Insights

    Vor 5 Tagen

    Geneve, Schweiz Expedia Group Vollzeit

    **Data Scientist III, Analytics** Do you want to work in a best-in-class analytics team that has access to cutting-edge tools and technology? Are you looking for a diverse international team to work with? Are you looking to move into a business that offers a wide range of developing career paths for you? We need curious, data driven analytical thinkers with...

  • Data Scientist

    Vor 2 Tagen

    Geneve, Schweiz United Nations Vollzeit

    This position is located in the Technical Team of the Task Team Secretariat of the UN Global Crisis Response Group in the Office of the Secretary-General of the United Nations Conference on Trade and Development (UNCTAD). The incumbent reports to the Senior Coordinator of the Technical Team. The Global Crisis Response Group on Food, Energy and Finance...

  • Machine Learning Scientist Lll

    vor 4 Wochen

    Geneve, Schweiz Expedia Group Vollzeit

    Machine Learning Scientist III The Expedia Group team in Geneva helps our customers to find and book the best travel for their needs, and our suppliers to compete effectively and grow their business on our travel platform. Our travel platform is powered by transforming raw data into insights that both suppliers and customers can leverage. This role is for...

  • Staff Scientist

    vor 4 Wochen

    Geneve, Schweiz Labcorp Vollzeit

    If you are looking for a company where you can gain exposure to a wide variety of science and explore a multitude of career paths across the drug development spectrum, consider working at Labcorp as a **Staff Scientist in our Genomics department.** **In more details, you will**: - Applies and interprets scientific theories, concepts, techniques and...

  • Machine Learning Scientist Ii

    Vor 7 Tagen

    Geneve, Schweiz Expedia Group Vollzeit

    **Machine Learning Scientist II** This role sits centrally within the organization offering a diverse perspective and a vast array of challenges. We build end-to-end solutions for optimizing standalone pricing algorithms and contributing substantial value to PLS and our partners. We embrace test and learn by continuously experimenting, analyzing and...

  • Graduate - Quest Investment (Data Science)

    vor 4 Wochen

    Geneve, Schweiz PICTET Vollzeit

    **Overview**: **Pictet Asset Management (Pictet AM)** manages the assets of some of the world’s largest institutions, financial intermediaries and their clients. Our culture welcomes independent thinkers and centres around investment excellence, a long-term perspective and a dedication to client service.Our graduate programmes are intended for recent...

  • Scientist - R&d Fragrance Formulator

    Vor 6 Tagen

    Geneve, Schweiz coty Vollzeit

    6 month-long employment contract immediate start (January 2023) About Coty **THE ROLE**: As a Scientist in R&D Fragrance Formulator, You Understand the lab operations and science to perform critical delivery, execution, or/and experimental work of day-to-day R&D projects, including generating and analyzing data. Deliver sustained contributions that result...

  • Lead Data Scientist

    Vor 7 Tagen

    Geneve, Schweiz Norman Alex Vollzeit

    Source

  • Scientist (Vaccines Prequalification)

    Vor 2 Tagen

    Geneve, Schweiz OMS Vollzeit

    Critères de l'offre **L'entreprise**: OMS OMS Description du poste OBJECTIVES OF THE PROGRAMME The Regulation and Prequalification Department (RPQ) works with Member States and partners to improve the access to essential medicines and other health technologies of assured quality, safety and efficacy or effectiveness. RPQ works within the Access to...

  • Manufacturing Science and Technology

    vor 4 Wochen

    Geneve, Schweiz OM Pharma Ltd. Vollzeit

    Location: Meyrin, Geneva, CH- Division: - Division: Industrial Development- Job Type: Permanent roleFollowing an internal transfer, we are recruiting a** Manufacturing Science and Technology (MSAT) Scientist** at our headquarters and biotech production site in Geneva. Reporting to the Head of MSAT and working in close collaboration with different departments...

  • Ai/ml Solutions Designer

    Vor 2 Tagen

    Geneve, Schweiz Organisation internationale de normalisation Secrétariat central de l'ISO Vollzeit

    We are ISO, the largest developer of International Standards. We bring together experts, to share knowledge and develop standards that provide solutions to global challenges. This is because we believe that great things happen when the world agrees. We have an exciting opportunity at our Central Secretariat in Geneva. ISO is committed to be an equal...