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Data Scientist

Il y a 2 mois

Paris, Ile-de-France Bolero Temps plein

At Bolero, we believe in shaping a collective universe in music where creators unlock everlasting freedom of choice and investors thrive through ownership.


We are a team of passionate music industry experts and technology pioneers driven by a common vision.

We take great pride in surrounding ourselves with forward-thinking top artists, producers and composers alike.

We are on a mission to enable them to monetise their music catalogs at a fair value, without ever compromising creative control over their art.


Our ambition is to unlock the untapped & inherent value of music through the world’s leading decentralised infrastructure dedicated to music IP investment.

To achieve our objectives, we are looking for a Data Scientist / Engineer (PhD) To follow the CIFRE thesis program among us.


About Bolero


  • In just three years, we have pioneered the emergence of music catalog investment and are leading the Music Industry into this exciting new space.
  • We collaborate with top management agencies, record labels, and distributors to create a collaborative practice that is set to become the standard in the Music Industry.
  • We are backed and advised by artists such as Petit Biscuit, Rilès, top producers, a tier-1 French-American VC fund, and a group of tier-1 business angels.


Role


We are seeking a PhD Candidate in Data Science to join Bolero as part of a 2/3-year CIFRE thesis project.


You will play a key role in advancing the state-of-the-art in AI-driven predictive music IP analytics.

Your research will focus on defining advanced algorithms and models that leverage diverse data sources to generate valuable insights within the music industry, based on the analysis of various data types and taxonomies, contributing to groundbreaking innovations in the music industry.


Mission


  • Research and Development: Design and develop cutting-edge predictive models using machine learning and AI techniques to extract insights from complex, multi-source data within the music ecosystem.
  • Algorithm Optimization: Implement and optimize machine learning algorithms (e.g., deep learning, ensemble methods) to enhance the performance and scalability of predictive models.
  • Data Integration and Analysis: Collect, preprocess, and analyze large-scale datasets from various sources to identify key factors influencing the value of music rights.
  • State-of-the-Art Exploration: Stay up-to-date with the latest research in AI and data science, particularly in the context of financial forecasting and cultural economics, and apply these insights to your work.
  • Collaboration and Publication: Collaborate with academic partners, data engineers, and domain experts to validate and refine your models. Contribute to scientific publications and present your findings at conferences and industry events.
  • Tool and Model Development: Develop tools and frameworks for data analysis and visualization to support the product team and enhance data-driven decision-making processes within the company.
  • Project Management: Manage the research project in accordance with CIFRE guidelines, ensuring timely progress reporting and collaboration with your academic supervisor and Bolero team members.


Technologies (non-exhaustive)


  • Programming Languages: Python (NumPy, pandas, scikit-learn), R, SQL
  • Machine Learning & AI: TensorFlow, PyTorch, XGBoost, scikit-learn
  • Data Handling: Apache Spark, Hadoop, ETL pipelines
  • Databases: PostgreSQL, MongoDB
  • Data Visualization: Matplotlib, seaborn, Tableau
  • Cloud Platforms: AWS (SageMaker, Redshift), Google Cloud Platform


What we're looking for


  • Academic Background: You hold a Master’s degree in Data Science, Machine Learning, Applied Mathematics, or a related field, and you are eligible for a CIFRE thesis program.
  • First-time hire on permanent contract only. If you have already been hired, your application can't be considered.
  • Research Experience: You have a strong foundation in statistical modeling, machine learning, and AI, with previous research experience in relevant fields such as financial modeling, cultural economics, or music informatics.
  • Technical Skills: Proficiency in Python or R for data analysis and machine learning. Experience with deep learning frameworks (TensorFlow, PyTorch) and big data tools (Spark, Hadoop) is highly desirable.
  • Scientific Discipline: You are capable of conducting rigorous research, designing experiments, and publishing high-quality research papers in peer-reviewed journals.
  • Curiosity and Innovation: You are passionate about exploring new ideas and methodologies, with a particular interest in applying AI to cultural or financial datasets.
  • Communication and Collaboration: Strong interpersonal skills, with the ability to communicate complex technical concepts clearly to both academic and business audiences.
  • Self-Driven and Organized: You are proactive, self-motivated, and capable of managing your own research project in line with both academic and industry goals.


Package


Compensation commensurates with experience

Stock-options (BSPCE)

This is a full-time contract role that includes medical insurance, paid time off, and a transport allowance.

Based in Paris, France.


Process


  1. Acquaintance call with our CTO
  2. Use case assessment
  3. Meetings on site with the Tech team, then with the CEO


How to apply


Does this role sound like a good fit? Email us at jobs@boleromusic.com

Tell us why you want to join Bolero and why you generally care about the problem we're solving. Make your first impression count.

Share with us what excites you, your portfolio, and how you envision your role at Bolero.

Tip: keep it under 600 characters


Bolero welcomes all qualified persons to apply regardless of race, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, or age.