NLP & LLM Data Scientist
The Group Advanced analytics and Automation Solutions Unit is in charge of driving the execution of key Advanced Analytics projects at Group level, related both to AI-driven automation and AI recommendations/predictions, and support local BUs, where needed, to implement local projects; the unit is also responsible for designing, implementing and continuously improving the library of central shared analytics / automation services available for the BUs through a central platform. Natural language processing (NLP) & Large Language Models (LLM) Data Scientist, in charge of designing, developing, continuously improving and managing, in collaboration with the various IT and internal structures, both the Python-based library of re-usable text processing algorithms, including data extraction and text classification, and the new LLM/LMM based algorithms. The ideal candidate should have around 1-3 years of professional experience, be familiar with algorithms, Machine Learning model development, Generative AI and hands-on experience with python (possibly also with AWS environment and tools - nice-to-have). If you are passionate about Python development, have a strong algorithmic mindset, and thrive in a collaborative environment, we encourage you to apply.
- You will collaborate with cross-functional teams to analyse business requirements and design robust and scalable solutions
- You will develop, test, and maintain high-quality Python code for various applications, ensuring optimal performance and reliability
- You will implement and optimize algorithms to solve complex problems, demonstrating strong problem-solving skills and knowledge of ML and AI (including generative one)
- You will work closely with DevOps teams and the Digital Factory to deploy and manage applications on AWS infrastructure
- You will participate in code reviews to ensure code quality, adherence to coding standards, and knowledge sharing within the team
- You will troubleshoot and debug applications to identify and fix issues promptly
- You will stay up-to-date with industry trends, best practices, and emerging technologies to continuously improve development processes
Our ideal candidate will meet the following requirements:
- Degree in scientific disciplines (mathematics, computer science, engineering, physics)
- Strong problem-solving skills (analysis of complex problems and structuring of solutions), creativity and determination
- Excellent analytical and deductive skills, familiar with the design and evaluation of algorithms
- Proven experience on Python Developer with 1-3 years of hands-on development experience
- Proven experience as Data Scientist (at least 1 year) on text analytics use cases
- Strong understanding of data structures, algorithms, and software design principles.
- Experience with cloud computing platforms, particularly AWS (Amazon Web Services)
- Familiarity with containerization technologies, such as Docker
- Solid understanding of version control systems, preferably Git
- Effective communication skills and the ability to work collaboratively in a team environment
- Good knowledge of written and spoken English (B2)
- Excellent propensity to work in a team, operational autonomy, proactivity, high level of commitment and result / output orientation
Nice to have:
- AWS certifications
- Experience with serverless computing
Essere Partner di Vita è la nostra ambizione: ogni giorno vogliamo essere al fianco dei nostri clienti prendendoci cura delle loro vite e dei loro sogni. Questo per noi è Più di un Lavoro. Siamo parte di un rilevante Gruppo internazionale con oltre 82 mila persone in tutto il mondo e più di 68 milioni di clienti. Siamo tra i principali player globali del settore assicurativo: l’innovazione e la sostenibilità sono nel nostro DNA. Generali Italia è l’assicuratore più conosciuto in Italia con oltre Є28 miliardi di premi totali, 15 mila dipendenti e una rete capillare di 40 mila distributori, oltre ai canali online e di bancassurance. A Generali Italia fanno capo Alleanza Assicurazioni, Das, Genertel e Genertellife, Generali Welion, Generali Jeniot e Leone Alato, oltre alle attività della Business Unit Cattolica. Il Gruppo Generali offre delle interessanti opportunità di arricchimento professionale in un contesto lavorativo caratterizzato da: Cultura aziendale solida e aperta, modi di lavorare innovativi, formazione e affiancamento a supporto di un inserimento efficace Ambiente di lavoro inclusivo in cui ognuno si sente accolto, libero di esprimere al meglio la propria identità, le proprie idee e le proprie capacità: perché siamo Più che diverse, Persone Uniche Qualità dei processi e iniziative per le nostre persone, che ci distinguono come Top Employer.
- You will collaborate with cross-functional teams to analyse business requirements and design robust and scalable solutions
- You will develop, test, and maintain high-quality Python code for various applications, ensuring optimal performance and reliability
- You will implement and optimize algorithms to solve complex problems, demonstrating strong problem-solving skills and knowledge of ML and AI (including generative one)
- You will work closely with DevOps teams and the Digital Factory to deploy and manage applications on AWS infrastructure
- You will participate in code reviews to ensure code quality, adherence to coding standards, and knowledge sharing within the team
- You will troubleshoot and debug applications to identify and fix issues promptly
- You will stay up-to-date with industry trends, best practices, and emerging technologies to continuously improve development processes
Our ideal candidate will meet the following requirements:
- Degree in scientific disciplines (mathematics, computer science, engineering, physics)
- Strong problem-solving skills (analysis of complex problems and structuring of solutions), creativity and determination
- Excellent analytical and deductive skills, familiar with the design and evaluation of algorithms
- Proven experience on Python Developer with 1-3 years of hands-on development experience
- Proven experience as Data Scientist (at least 1 year) on text analytics use cases
- Strong understanding of data structures, algorithms, and software design principles.
- Experience with cloud computing platforms, particularly AWS (Amazon Web Services)
- Familiarity with containerization technologies, such as Docker
- Solid understanding of version control systems, preferably Git
- Effective communication skills and the ability to work collaboratively in a team environment
- Good knowledge of written and spoken English (B2)
- Excellent propensity to work in a team, operational autonomy, proactivity, high level of commitment and result / output orientation
Nice to have:
- AWS certifications
- Experience with serverless computing
Essere Partner di Vita è la nostra ambizione: ogni giorno vogliamo essere al fianco dei nostri clienti prendendoci cura delle loro vite e dei loro sogni. Questo per noi è Più di un Lavoro. Siamo parte di un rilevante Gruppo internazionale con oltre 82 mila persone in tutto il mondo e più di 68 milioni di clienti. Siamo tra i principali player globali del settore assicurativo: l’innovazione e la sostenibilità sono nel nostro DNA. Generali Italia è l’assicuratore più conosciuto in Italia con oltre Є28 miliardi di premi totali, 15 mila dipendenti e una rete capillare di 40 mila distributori, oltre ai canali online e di bancassurance. A Generali Italia fanno capo Alleanza Assicurazioni, Das, Genertel e Genertellife, Generali Welion, Generali Jeniot e Leone Alato, oltre alle attività della Business Unit Cattolica. Il Gruppo Generali offre delle interessanti opportunità di arricchimento professionale in un contesto lavorativo caratterizzato da: Cultura aziendale solida e aperta, modi di lavorare innovativi, formazione e affiancamento a supporto di un inserimento efficace Ambiente di lavoro inclusivo in cui ognuno si sente accolto, libero di esprimere al meglio la propria identità, le proprie idee e le proprie capacità: perché siamo Più che diverse, Persone Uniche Qualità dei processi e iniziative per le nostre persone, che ci distinguono come Top Employer.