Cargando descripción…

RWE Data Scientist en Barcelona, España - Jobeax

RWE Data Scientist en Barcelona, España is listed on Jobeax. Browse 80,000+ vacancies available.

About the role

Location: Barcelona, Spain

As RWE Data Scientist you'll provide a high level of expertise in employing cutting-edge analytical & computational approaches to drive evidence-based pharmaceutical product development; provide scientific and technical leadership in machine learning and AI; work closely with other disciplines across Sanofi including Business Units, Digital, R&D, Biostatistics, Information Technology Systems and other Data Science partners to deliver cutting edge analysis to key business questions.

About the company & team

Sanofi Business Operations is an internal Sanofi resource organization based in India, Spain, Hungary, China, Malaysia & Colombia and is setup to centralize processes and activities to support Specialty Care, Vaccines, General Medicines, CHC, CMO, and R&D, Data & Digital functions. Sanofi Business Operations strives to be a strategic and functional partner for tactical deliveries to Medical, HEVA, and Commercial organizations in Sanofi, Globally.

Examples of Advanced Analytics activities

Machine/Deep Learning to elucidate disease trajectories, patient subtypes, define underdiagnosed conditions, and unmet health needs;
Create a framework for generating re-usable models and insights across big-data (e.g. EHRs, claims) and rich small data sets (e.g. clinical trials, imaging);
Generating insights by merging diverse data streams e.g. health, surveillance, trend data, sensor, imaging;
Adoption of emerging technology into an analytical framework: distributed analytics, graph databases

People

Work together with RWE team to support projects across the franchises motivated by business needs;
Work closely with the Medical, Market Access, HEOR, and Commercial team to maximize the value of our portfolio of priority assets worldwide;
Work collaboratively within Medical and across functions, with clients and external collaborators;
Act as a subject matter expert in data science, statistical analysis and/or modelling working on team projects;
Work with internal and external study lead to execute Advance Analytics projects and studies
Mentor analysts on advanced analytics and RWE techniques; conduct technical workshops and training sessions

Process

Work together and lead research analytical projects, including project conceptualization and design;
Lead analysis of healthcare data, including clinical trial datasets, transactional claims, and electronic health records, using established and novel statistical and analytical techniques;
Generate rapid response analyses for cross-functional stakeholders;
Lead or contribute to drafting and reviewing technical and study reports, manuscripts for publishing in high-impact peer-reviewed journals, and abstracts and presentations for international conferences;
Actively manage project activity and timelines;
Internally advise your colleagues in the Health Economics, Commercial, and Medical franchises on your areas of technical and research expertise as directed by your supervisor;
Communicate complex concepts and interpretation of analysis and findings to different audiences, including health economists, clinicians, policy makers, and health systems;
Represent the team at external meetings;
Validate and secure access to third-party healthcare data-sets

Performance

Program, QC, and execute end-to-end RWE studies using diverse real-world data sources (claims, EHR, registries) and standardized formats (OMOP CDM); implement and execute computational and statistical methodologies in Advanced Analytics for RWE;
Provide expertise and execute advanced analytics for solving problems across R&D, Medical Affairs, HEVA and Market Access Strategies and Plans

About you

Experience: 8+ years' experience; High level proficiency in at least two or more technical or analytical languages (R, Python, SQL); experience with advanced ML techniques (neural networks/deep learning, reinforcement learning, SVM, PCA, etc.) and causal inference methodologies (propensity score methods, inverse probability weighting, doubly robust estimation); confounding adjustment techniques; comparative effectiveness research design; survival analysis (Kaplan-Meier, Cox models, competing risks); longitudinal data analysis methods; Strong healthcare data analysis expertise, expertise in data analysis techniques, and good understanding of healthcare datasets (EHR, Claims, RCTs), and data structures; Expertise in use of statistical methods to investigate real-world problems (e.g., patient journey, time to event analysis); Advanced experience in preparing, analysing, and managing large healthcare datasets in interventional and/or non-interventional studies; Ability to prototype analyses and algorithms in high-level languages embracing reproducible and collaborative technology platforms (e.g. GitHub, containers, jupyter notebooks); Exposure to NLP/LLM technologies and analyses; Knowledge of some data visualization technologies (ggplot2, R shiny, plotly, d3, Power BI);
Real-World Data (RWD): Experience with Real-World Data (RWD), demonstrated proficiency in working with diverse real-world data sources, including but not limited to: MarketScan, Optum, TriNetX, IQVIA and STATinMED.
Education: PhD in quantitative field such as Statistics, Biostatistics, Applied Mathematics or related field with 6 years of industry or academic experience; Relevant Master's Degree, with 10 years of related industry or academic experience.
Soft skills: Integrity; Analytic excellence; Excellent written and oral communication skills; ability to communicate complex topics and data results in a concise and precise manner; High level of self-awareness; Ability to cooperate cross-functionally; Problem-solving and creative thinking skills; Enjoys working independently, flexibly and as part of a team on multiple projects; Enthusiastic and professional approach to working with colleagues, clients, and external collaborators.
Languages: Excellent knowledge of English language (spoken and written)

#LI-Hybrid #BarcelonaHub #SanofiHubs

Pursue

progress

, discover

extraordinary

Better is out there. Better medications, better outcomes, better science. But progress doesn't happen without people - people from different backgrounds, in different locations, doing different roles, all united by one thing: a desire to make miracles happen. So, let's be those people.

At Sanofi, we provide equal opportunities to all regardless of race, colour, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, ability or gender identity.

Watch our ALL IN video and check out our Diversity Equity and Inclusion actions at https://jobeax.com/link/ttOZnxhgrdcLw3o6!

The salary range for this position is :€70.800,00 - €94.400

Final compensation will be determined based on demonstrated experience, skills, location, and other relevant factors. Employees may be eligible to participate in Company employee benefit programs.

Postularse a la vacante

Vacantes similares

Más como este puesto

Sanofi

RWE Data Scientist

Hace 1 día

Híbrido
Tiempo completo

70800 - 94400

RWE Data Scientist Location: Barcelona, SpainAbout the jobOur TeamOur TeamSanofi Business Operations is an internal Sanofi resource organization based in India, Spain, Hungary, China, Malaysia & Colombia and is setup to centralize processes and activities to support Specialty Care, Vaccines, General Medicines, CHC, CMO, ...

Spain, Barcelona

RWE Scientist

Hace 8 días

Híbrido
Tiempo completo

Full-time hours

... experience as well as takes an entrepreneurial approach to solving problems, have a growth mindset and are passionate about unleashing the power of real-world data with data science to improve health. Experience - Minimum 7 years real-world evidence generation in or for the pharmaceutical industry - Knowledge of RWE and ...

Spain

Johnson & Johnson

Principal Data Scientist, Real World Evidence

Hace 14 días

Híbrido
Tiempo completo

€61,800 - €106,260 a year

About the role Johnson & Johnson Innovative Medicine R&D Data Science and Digital Health are recruiting for a Principal Data Scientist, Real World Evidence (RWE) . Madrid and Barcelona are the considered locations. Hybrid work model. J&J Innovative Medicine develops treatments that improve the health of people worldwide. ...

Spain

Data Scientist

Hace 6 días

Remoto
Híbrido
Tiempo completo
Contrato

Full-time hours

... experiments and delivering improvements on your own, with your insights adopted across the game teams. Who you will be working with As a Data Scientist in our Global Data Science and Analytics team, you will be reporting to our Lead Data Scientist and collaborate very closely with other Data teams (Data Analyst, Data Engineering) ...

Spain

Data Scientist

Hace 8 días

Remoto

€45,000 - €55,000 a year

... of ideas and motivation and with multidisciplinary skills, at the crossroads of the digital eco-system and the fast-changing automotive sector. At Free2Move, data science and analytics sit at the core of our products and business decision-making. We are looking for a Data Scientist to join our Marketplace team and optimize ...

Spain

Data Scientist

Hace 8 días

Remoto
Híbrido
Tiempo completo
Contrato

Permanent contract

... player behaviour, and come up with recommendations. Data Scientists do this by listening to team members, understanding context and challenging business ideas. Data Scientists use diverse techniques - frequentist and Bayesian statistics, machine learning, exploratory and explanatory data analysis, causal inference, data visualization, ...

Spain

Data Scientist

Hace 8 días

Híbrido
Tiempo completo
Contrato

€60,000 - €85,000 a year

... of design and programming in Python. Overview Are you passionate about technology and interested in continuing to develop your career in stable projects as a Data Scientist? Requirements 3 years of experience as a Data Scientist, Machine Learning, or AI environments. Practical experience in developing and evaluating solutions ...

Spain

Indra

Data Scientist/Data Engineer Junior

Hace 14 días

Presencial

... technology company, at Indra Group we are looking to expand our Data, Intelligence and Robots team with recent graduates in Computer Engineering, Statistics, Data Science and Engineering, Physics, Mathematics; also valuable are those with a Master's degree oriented towards Big Data, Data Science, Data Engineering or similar, ...

Spain

INDARU

Data Scientist

Hace 6 días

Tiempo completo

Data Scientist — Machine Learning for Marketing Barcelona · Full-time Most marketing decisions are still made on instinct. We help the world's most sophisticated advertisers replace that instinct with evidence. Indaru is an independent media and data advisory firm. We combine senior consulting judgement with advanced analytics ...

Spain, Barcelona

Hace 8 días

Híbrido
Contrato

Permanent contract

... believers in powerful, real-time analytics and empowerment of the wider business. All our data lives in one place and is super easy to use. 90% of day-to-day data-driven decisions are covered by self-serve analytics through Looker which gives data scientists the head space to focus on more impactful business questions and ...

Spain

Alimerka

Data Scientist

Hace 14 días

Tiempo completo
Contrato

... professionals, spread across more than 170 workplaces, working every day with enthusiasm, effort, and commitment to continue growing sustainably. We are looking for a Data Scientist for the data department who can draw business conclusions from large volumes of information. To do so, they must be able to efficiently leverage the ...

Spain, Oviedo

Santalucía

Data Scientist

Hace 14 días

Presencial

... with corporate data, as well as define different utility metrics for the business and for the Data Science team. - Promote the responsible and controlled use of data and AI within the company, in accordance with internal security, privacy, compliance policies, and established quality and legal standards. - Provide data processing ...

Spain, Madrid

Ryanair

Data Scientist

Hace 14 días

Remoto
Híbrido

... team are made up of 95+ people split across the three Ryanair offices: Dublin, Madrid & Wroclaw. Within the BI team there is a range of different professions: Data Analysts, Data Scientists, Data Engineers, Optimization Engineers, Data Modellers, BI Analysts, BI Reporters & BI Developers. What you'll do - Lead the design, ...

Spain, Madrid

KPMG

Data Scientist

Hace 14 días

Presencial

... phase and are looking for a Data Scientist to join the team. What will you be able to do? The Data Scientist profile's main mission is to extract value from data to support strategic decision-making. This includes: - Designing data modeling processes, algorithms, and predictive models. - Interpreting raw data and extracting ...

Spain, Madrid