• Design, develop and deploy advanced statistical or machine learning models related to credit risk, pricing, collections, fraud, and other high-impact business use cases that drive better data-driven decisions • Execute the full model lifecycle, from initial data discovery and feature engineering to deployment, monitoring and iterative improvement • Partner with cross-functional teams including Portfolio Strategy, Collections, Engineering, Product, Underwriting, and Sales to integrate models into our applications and ensure they function seamlessly • Communicate complex technical concepts, model results, and business implications to both technical and non-technical stakeholders • Develop production-grade code and contribute to internal toolkits, documentation, and peer code review to ensure high-quality delivery • Build and maintain production machine learning pipelines and monitoring systems to ensure models are reliable, scalable and continuously improving

• Dive into various clinical and coding audits, unpacking the data that drives audit decisions, and understanding past outcomes. • Curate labeled data, hypothesize new features, and develop ML models that target claims for audit with even greater precision. • Measure model performance rigorously, translating outcomes into operational insights and recommendations for our clients. • Work with vast, nuanced data pipelines derived from intricate business workflows—often unclean and undefined—to refine them for robust modeling. • Enhance data pipelines, modeling infrastructure, and team tools to level up our capabilities and decision-making efficiency. • Build expertise in healthcare data and make an impact on the industry. Engage with clients and internal experts to refine model insights, ensuring alignment with real business needs.

• Design, develop, and optimize supervised, unsupervised, and reinforcement learning models. • Implement and fine-tune deep learning architectures using frameworks such as TensorFlow and PyTorch. • Apply ethical AI principles, including fairness, transparency, privacy, and bias mitigation. • Deploy and monitor models in production environments, ensuring scalability and reliability. • Build and maintain scalable data pipelines and ETL processes for real-time and batch analytics. • Engineer robust data architectures using Spark, MetaFlow, Databricks, and cloud platforms (Azure, AWS, GCP).

Rozwój szczepień dorosłych (Healthy Ageing) jest jednym z głównych kierunków strategicznych GSK na najbliższe lata. W związku dynamicznym rozwojem naszego portfela innowacyjnych szczepionek dla dorosłych ogłaszamy nabór na nowe stanowiska w Zespole Szczepionkowym (VBU). Przedstawiciel Naukowy ds. Szczepień POZ (K/M/N) Katowice, Tychy, Mysłowice, Ruda Śląska, Świętochłowice ​ ​ Główne zadania/kompetencje potrzebne na stanowisku: - Wysoko rozwinięte umiejętności sprzedażowe – umiejętność zaangażowania klienta poprzez zrozumienie potrzeb jego pacjentów, merytoryczną i bazującą na argumentach medycznych dyskusję. - Doświadczenie w pracy z klientem instytucjonalnym – budowanie strategicznych sojuszy opartych na doskonałym zrozumieniu potrzeb klienta (współpraca win- win). - Sprzedaż wielokanałowa – zapewnienie doskonałego doświadczenia klienta poprzez dopasowanie narzędzi sprzedażowych do jego potrzeb. Umiejętność skutecznego wykorzystania narzędzi cyfrowych. - Analiza i przygotowanie planów terytorialnych, poszukiwanie szans do rozwoju a także wczesna identyfikacja i adresowanie wyzwań. Budowanie list targetowych w oparciu o aktualną wiedzę rynkową. - Umiejętność zarządzania terytorium bazująca na zrozumieniu i analizie danych rynkowych i insightu. - Systematyczne aktualizowanie wiedzy o produktach, wynikach badań klinicznych, strategii promocyjnej - Skuteczna współpraca z innymi działami i przedstawicielami GSK VBU. - Działanie w pełni zgodne z obowiązującymi procedurami. - Dyscyplina w realizacji założeń i celów (KPIs). Wymagania - Minimum 2-3 lata doświadczenie w pracy na stanowisku Przedstawiciela. Znaczącym atutem będzie doświadczenie w obszarze szczepień lub wprowadzania na rynek innowacyjnego produktu w branży farmaceutycznej kierowanego do lekarzy - Odpowiedzialność za wyniki swojego terytorium. - Koncentracja na kliencie – budowanie wysokiej jakości relacji. - Dążenie do nieustanego polepszania wyników i usprawnień w pracy, poparte konkretnymi przykładami. - Samodzielność w prowadzaniu analiz i wdrażanie adekwatnych wniosków w zarządzaniu klientami. - Zwinność - chęć ciągłego uczenie się oraz poszukiwania innowacyjnych rozwiązań. - Dyscyplina w raportowaniu i realizacji zadań indywidualnych. - Działanie w pełni zgodne z wewnętrznymi procedurami. Oferujemy: - Pracę z portfolio innowacyjnych szczepień, które dają polskim pacjentom nowe możliwości profilaktyki chorób zakaźnych. - Tworzenie nowego, perspektywicznego obszaru biznesowego. - Możliwość rozwoju zawodowego. - Pracę w ambitnym i doświadczonym Zespole. - Atrakcyjny pakiet benefitów i świadczeń pracowniczych. #LI-GSK #LI-REMOTE The annual base salary in Poland for new hires in this position ranges from PLN 95,250 to PLN 158,750 gross, taking into account a number of factors including the candidate’s skills, experience, education level and the market rate for the role. Depending on the role and internal policies, the position may also be eligible for a bonus (if applicable and based on defined, non-discretionary criteria) and/or awards for exceptional performance (granted at the employer’s discretion). All statutory benefits will be maintained in accordance with Polish law. Other benefits may also be offered, which may include private healthcare, additional paid days off, life insurance, private pension plan and fully paid parental leave & care of family member leave. More detailed information on the total reward package applicable to your role will be supplied during the recruitment process. Salary ranges for other locations are shown because some markets have pay transparency laws that require salary information on job postings, and those locations are potential job sites for this role. If salary ranges are not displayed in the job posting for a specific location or country, the relevant compensation will be discussed during the recruitment process. Please note salaries vary by country based on the market rate for the role. As an Inclusive employer, we encourage you to reach out if you need any adjustments during the recruitment process. Please contact our Recruitment Team at pl.recruitment-adjustments@gsk.com to discuss your needs. Why GSK? Uniting science, technology and talent to get ahead of disease together. GSK is a global biopharma company with a purpose to unite science, technology and talent to get ahead of disease together. We aim to positively impact the health of 2.5 billion people by the end of the decade, as a successful, growing company where people can thrive. We get ahead of disease by preventing and treating it with innovation in specialty medicines and vaccines. We focus on four therapeutic areas: respiratory, immunology and inflammation; oncology; HIV; and infectious diseases – to impact health at scale. People and patients around the world count on the medicines and vaccines we make, so we’re committed to creating an environment where our people can thrive and focus on what matters most. Our culture of being ambitious for patients, accountable for impact and doing the right thing is the foundation for how, together, we deliver for patients, shareholders and our people. GSK is an Equal Opportunity Employer. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), parental status, national origin, age, disability, genetic information (including family medical history), military service or any basis prohibited under federal, state or local law. Important notice to Employment businesses/ Agencies GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site. Please note that if you are a US Licensed Healthcare Professional or Healthcare Professional as defined by the laws of the state issuing your license, GSK may be required to capture and report expenses GSK incurs, on your behalf, in the event you are afforded an interview for employment. This capture of applicable transfers of value is necessary to ensure GSK’s compliance to all federal and state US Transparency requirements. For more information, please visit the Centers for Medicare and Medicaid Services (CMS) website at https://openpaymentsdata.cms.gov/