Data Scientist Milano

Data Scientist
Milano
Lombardia, Milano

The Group Advanced Analytics and Automation Solutions function is in charge of driving the execution of key Artificial Intelligence projects at Group level, related both to AI-driven automation and AI recommendations/predictions to support the Generali growth.

The function is also responsible for designing, implementing, and continuously improving a library of central shared analytics/automation services, leveraging cutting-edge technologies, algorithms, and methodologies, available for the BUs through a central platform. Within this organization, the Generative AI Solutions unit is responsible for the design, development, and deployment of solutions and pipelines that leverage LLMs.

As a Data Scientist, you will take part in international projects and initiatives in collaboration with our 50+ Business Units, gaining full ownership of AI applications from design to delivery in all the different sectors and countries where Generali operates.

In addition to project delivery, you will have the chance to experiment with the most innovative technologies and approaches to continuously enrich the Group library of Generative AI Services. These include:Prompt engineering sophisticationState-of-the-Art algorithms for NLPLeveraging LLMs to build custom solutions (e. g. , OpenAI, Anthropic, Hugging Face transformers, LLama, Mistral) and model optimization for deployment at scale (e. g. , NVIDIA Triton, ONNX, TorchScript)Dataset creation and maintenanceMain tasks:Support the project set-up, analysis of the as-is processes, creation of a business case, and design of the target end-to-end solution, including the models and data needed to maximize business impactDevelop end-to-end AI projects (data pre-processing, algorithm selection, training, evaluation/test, and code-base maintenance)Present and explain project results and solution performances to business stakeholdersResearch bleeding-edge techniques and tools to bring new research topics and methodologies from paper to production and contribute to the library of ready-to-use shared algorithms used worldwideOur ideal candidate will meet the following requirements:Master's degree in STEM disciplines (Engineering, Mathematics, Physics, Computer Science)At least 2 years of experience as a data scientist or AI/ML engineerKnowledge of the main LLMs (GPT, Claude, Llama, Mistral, …)Knowledge of LLM libraries (LangChain, LLamaIndex, …) and their underlying working principlesExperience in Prompt EngineeringStrong theoretical and practical knowledge of the main NLP techniquesGood knowledge of written and spoken English (B2 or higher)Strong problem-solving, analytical and deductive skills, creativity, and determinationAbility to work in a team, operational autonomy, proactivity, high level of commitment, and result-orientedProficiency with at least one programming language (Python, Java, C, C++, …)Proficiency with Data Science libraries (Pandas, Scikit-learn, Numpy, …)Experience in designing, developing, and evaluating Statistical or Machine Learning models (clustering, classification, regression, forecasting, …)The following experiences/competences are all considered a strong plus:Code and data versioning (GIT, DVC, …)Cloud Development (AWS, Azure, GCP, …)DevOps/MLOps pipelinesExperience with Deep Learning frameworks (Pytorch or Tensorflow) and/or libraries (e. g. , Hugging Face)GPU/Multi-GPU/multi-node trainingModel optimization (pruning, quantization, distillation, …)Building and deploying API servicesKnowledge of IT architectureProject ManagementEssere 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 importante 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 ? 28 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.

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