Data Scientist

Contents è una SaaS martech company che ha sviluppato una piattaforma software proprietaria che consente ai suoi utenti, attraverso i suoi avanzati algoritmi di analisi dei dati e machine learning, di produrre rapidamente contenuti digitali su vari argomenti e in una varietà di lingue, senza comprometterne la qualità. La piattaforma integra moduli per l’analisi delle tendenze online e della concorrenza e segnali comportamentali per alimentare moduli NLP e NLG per la generazione di contenuti basati su AI.

Panoramica posizione

Stiamo cercando un Data Scientist entusiasta da inserire nel nostro team, che avrà l’opportunità di migliorare la sua capacità di progettare e ideare algoritmi di Machine Learning e sviluppo di modelli NLP/NLG.

Responsabilità chiave:

• Progetta, crea, testa e implementa modelli ML
• Design and implement pipelines and machine learning models, including Ensemble, Recommender System, NLP and Deep Learning methods
• Manage and implement Recommender System algorithms, such as Non-Personalized Recommenders, Content Based Recommenders, Collaborative Filtering, etc.
• Development and deployment of real time ML models, exposing ML outputs through APIs
• Design and test new projects to analyze and monitor the results of our products and websites
• Experience in Data Mining, Data Analytics, with a focus on Social Media Analytics to identify trends and viral content
• Implement ML Decision Algorithms to minimize manual operations in processes in our software
• Working together with our Software Engineers and supplier partners to integrate ML algorithms into our applications
• Develop and apply end-to-end NLP/NLG methodologies for content creation

Skills:

• Experience in ML/NLP applications
• Excellent programming skills and understanding of software architectures
• Excellent knowledge of Python
• Knowledge of NLP models such as BERT and Python libraries such as Tensorflow, PyTorch, Transformers
• Experience in tasks such as machine translation, natural language generation, text summarization
• Experience in data science and data analysis, including statistical analysis, A/B testing, including conducting experiments in large-scale environments
• Experiences with the latest developments in the current state of the art of NLP
• The experience with Colab, Jupiter, Spyder, PyCharm
• Knowledge of the fundamentals of REST APIs
• Proven ability to be able to work independently and balance different projects and deadlines at the same time
• Excellent communication and data explanation skills in a team with multiple skills

Would be a plus:

• A degree in data science or in a STEM field such as statistics, mathematics, physics
• Experience in scientific research demonstrable through papers and developed products
• Experience in developing NLG algorithms

Your Core Values

Integrity, Motivation, Leadership, Proactive, Team-Player

We Like People Who

• Are open to suggestions, collaborative, and thrive in team environments
• Love and are willing to learn new technologies and styles
• Are scrappy, entrepreneurial with the ability to turnaround high-quality projects quickly without depending on a large team

We are an equal opportunity employer and highly value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.