Data Scientist

Bridgestone; Roma; In loco; EUR 30.000 - 50.000; Tempo pieno

Descrizione del lavoro

A leading tire manufacturer in Rome is seeking a Senior Data Scientist to leverage the latest data science practices. The candidate will apply machine learning and statistical analysis to develop high-quality prediction systems. Requirements include a Master's degree, 3+ years of experience, and proficiency in Python and SQL. The company offers a supportive onboarding experience and opportunities for professional growth.

Servizi

Global dynamic work environment

Training and mentorship opportunities

Corporate Social Responsibility activities

Competenze

• 3+ years professional experience in machine learning and data mining.
• Excellent understanding of machine learning techniques and algorithms.
• Experience with data visualization tools such as D3.js or Matplotlib.

Mansioni

• Feature selection, building and optimizing classifiers using machine learning.
• Processing, cleansing, and verifying the integrity of data for analysis.
• Monitoring the algorithm in production and translating feedback into new requirements.

Conoscenze

Machine Learning

Data Mining

Statistical Analysis

Signal Processing

Data Visualization

Python

SQL

Git

Databricks

Formazione

Master in Computer Engineering or Computer Science

PhD in Data Science or Machine Learning

Strumenti

TensorFlow

R

NumPy

Jupyter

Descrizione del lavoro

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Bridgestone Americas, Inc. (BSAM), headquartered in Nashville, Tennessee, and Bridgestone Europe, Middle East and Africa (BSEMEA), headquartered in Brussels, Belgium, operate collectively as a “Bridgestone West” strategic region. This region services the strategic business needs of teams across the Americas, Europe, Middle East and Africa. BSAM and BSEMEA are subsidiaries of Bridgestone Corporation, globally headquartered in Japan. Bridgestone and its subsidiaries develop, manufacture and market a wide range of Bridgestone, Firestone and associate brand products and solutions to address the needs of a broad range of customers and industries.

ABOUT THE ROLE

Job Description

We are looking for a Senior Data Scientist that will help us in delivering digital products leveraging on the best and most up-to-date data science practices in the data science Digital Lab team. Your primary focus will be in applying data mining, machine learning techniques, time series analysis techniques, doing statistical analysis, and building high quality prediction systems to be integrated within our products.

Responsibilities

• Feature selection, building and optimizing classifiers using machine learning techniques
• Signal processing for IoT data
• Enriching company’s data with third party sources of information when needed
• Processing, cleansing, and verifying the integrity of data used for analysis
• Doing ad-hoc analysis and presenting results in a clear manner
• Own the algorithm and model development and validation process till it enters production
• Monitor the algorithm when running in production and translate customers feedback into new requirements

Skills and Qualifications

• Master in Computer Engineering, Computer Science or equivalent
• Preferred: PhD in Data Science, Machine Learning or equivalent
• 3+ years professional experience in applying machine learning and data mining techniques to real problems with copious amounts of data
• Experience with signal processing
• Excellent understanding of machine learning techniques and algorithms
• Good applied statistics skills, such as distributions, statistical testing, regression, etc
• Experience with common data science tools and libraries, such as Python, PyCharm, R, RStudio, NumPy, SciKit Learn, TensorFlow, MLib, Jupyter, Azure Machine Learning Studio etc.
• Experience with data visualization tools, such as D3.js, Matplotlib, GGplot, etc.
• Proficiency in using query languages such as SQL
• Good knowledge of version-control system such as Git
• Experience with Databricks and Spark for data analysis
• Knowledge of big data technologies such as Databricks, Microsoft Azure, Hadoop and computing engines is a big plus
• Proficiency with latex is a big plus
• Good scripting and programming skills
• Data-oriented personality
• Ability to work collaboratively in a team environment
• Ability to independently own and drive model development, balancing demands and deadlines
• Great communication skills, Fluency in English is a must.

WHAT WE OFFER

At Bridgestone, what really matter is to foster co-creation opportunities and empowering you to be creative and curious to make mobility safer, more efficient, and more sustainable for future generations. Whatever role you fill, when you represent Bridgestone, you are a valued teammate, and part of our larger mission to “Serve Society with Superior Quality”, for that, we offer you more than just a competitive payment; we will provide you:

• A supportive and engaging onboarding experience to ensure a smooth transition into our team.
• The opportunity to develop and grow, through training and regular mentorship.
• Corporate Social Responsibility activities.
• A truly global, dynamic and challenging work environment.
• Agility and work/life effectiveness and your long-term well-being.
• A diverse and inclusive team.

We are committed to create an even more inclusive culture that advances equity, embraces individuality, and helps our increasingly diverse teammates, customers, and communities thrive, by providing equal opportunities in employment. This means that all job applicants and members of staff will receive equal treatment and that we will not discriminate on grounds of gender, marital status, race, ethnicity, color, nationality, national origin, disability, sexual orientation, religion or age.