Data Scientist
Biassono, Italy
Docebo
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About This Opportunity:
A Data Scientist is expected to lead the design and implementation of a variety of robust and efficient data mining and analysis pipelines, using best-in-class programming languages, data manipulation frameworks and tools, drawing from multiple heterogeneous and large-scale data sources, either semi-structured or unstructured. From those pipelines, the Senior Data Scientist will build Machine Learning models that draw insights and predictions for a wide spectrum of applications and will be in charge of leading the transition of those models to production.
Reports to: AI Product OwnerLocation: Biassono, Italy - Docebo SpA
Responabilities:
- Work and collaborate in a multi-functional team, composed of the AI product owner, data scientists, backend software engineers, an MLOps, a data engineer, a Cloud Engineer, a Scrum master, and a QA specialist.
- Advise the AI Product Owner on best-in-class techniques and technologies for the problem at hand
- Lead the creation of data mining and analysis procedures and pipelines from multiple loosely associated data sources, including large-scale live sources.
- Contribute to hypothesis formulation, and lead hypothesis testing on the mined data
- Build predictive models using a variety of Machine Learning techniques including regression models, time series, clustering and classification models, etc.
- Build a variety of neural models, leveraging best-in-class Deep Learning techniques and frameworks, such as Transformers.
- Build Natural Language Processing models and applications.
- Work on a range of different recommender systems use cases.
- Conceive and implement methods for the continuous monitoring and improvement of Machine Learning models delivered in production.
Requirements:
- Strong analytical skills
- Strong statistics, data mining and machine learning foundations
- At least 5 years of experience in data mining, data analysis, and Machine Learning, working on large-scale projects and heterogeneous data sets.
- Strong programming skills within the Python ecosystem
- Considerable experience with major Machine Learning, Natural Language Processing, and Deep Learning frameworks, such as scikit-learn, nltk, Tensorflow, Pytorch.
- Experience with tools for the management of experiments and their visualization such as MLFlow, Tensorboard, and DVC
- Strong teamwork attitude
- Solid software engineering expertise
- Fluency in English
- Master's degree in Computer Science, Math, Statistics, Physics or similar. PhD a substantial plus.
Preferred requirements:
- Knowledge of service-oriented computing, specifically the REST paradigm, and microservices
- Hands-on experience with commercial cloud platforms, such as Amazon Web Services and Google Cloud
- Experience with big data platforms, such as Spark, Databricks or equivalent
- Attitude to work and deliver within the context of agile development methodologies #LI-Hybrid
About Docebo 💙Here at Docebo, we power learning experiences for over 3000 customers around the world with our easy-to-use, AI-powered Suite designed to close the enterprise learning loop. We have successfully achieved 2 IPOs (TSX: DCBO & NASDAQ: DCBO), been recognized as a Top SaaS e-learning Solution, and are growing exponentially in the process.Docebo is a global company with offices in North America, EMEA, APAC and more. Our people believe in six core values, simply defined and manifested in everything we do - Innovation, Simplicity, Accountability, Togetherness, Curiosity, and Impact. If this sounds like you, now is your time to join one of the fastest-growing learning technology companies on the market. Apply today!
Docebo is an Equal Employment Opportunity employer. We are committed to diversity and inclusion in our workforce. All qualified applicants and employees will receive consideration for employment regardless of their race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), national origin, citizenship status, age, disability, genetic information, or any other category protected under applicable law.
Any individuals requiring a reasonable accommodation to assist with their job search or application for employment should send an e-mail to recruiting_accommodations (at) docebo.com. The e-mail should include a description of the requested accommodation and the position you’re applying for or interested in.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile AWS Big Data Classification Clustering Computer Science Data analysis Databricks Data Mining Deep Learning Engineering GCP Google Cloud Machine Learning Mathematics Microservices MLFlow ML models MLOps NLP NLTK PhD Physics Pipelines Python PyTorch Recommender systems Scikit-learn Scrum Spark Statistics TensorFlow Testing Transformers
Perks/benefits: Career development Flex hours Flex vacation Team events
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