Over the next 10 years the auto industry will see more dramatic changes than the last 100 years combined. Central to this disruption is the role that software and design is playing to define every aspect of the design, development, use and sales of cars and transportation.
11 серпня 2023

Senior Data Scientist (вакансія неактивна)

Вроцлав (Польща), віддалено

About CloudMade

The software-defined vehicle is set to become the focal technology for automotive companies globally. This causes disruption to established OEMs and opportunity for partnerships with suppliers who can bring expertise in software-related methodologies, such as artificial intelligence, machine learning and fusion of many sensor inputs into actionable data.

CloudMade is an expert in the design, development and delivery of AI/ML solutions for the automotive industry. Already one of the key providers of intelligent vehicle frameworks and production apps for OEMs and Telematics businesses, CloudMade has global ambitions and a worldwide footprint. We are expanding our support for the automakers looking to build out these new technologies and are working with customers spanning North America, UK, France, Germany and Japan.

About the Role

Connected car business is booming, and we are looking for a Data Scientist to join CloudMade growing R&D who love to delve into large spatial, temporal and social datasets to extract meaning and answer complex, open questions. You will get a freedom of choice over the tools you use, an environment in which you will grow professionally — and the chance to innovate

Key Responsibilities:

  • Work closely within a team to define required data and methods to solve a given
    problem.
  • Develop efficient code that can drive innovative analyses of large datasets.
  • Build predictive models and machine-learning algorithms.
  • Combine models through ensemble modelling.
  • Perform exploratory analysis of datasets and communicate the results.
  • Answer questions by using appropriate statistical techniques on the available data
    sources.
  • Take a self-motivated approach to your work

About You

Qualifications & Experience:
— Good knowledge of machine learning in data analytics, decision making systems, regression, supervised and unsupervised learning.
— Comfortable with applying descriptive statistical methods and tools.
— Good presentation/communication skills.
— Good written and spoken English.
— Good math skills.
— Experience with deep learning.
— MS degree in AI, Machine Learning, Statistics, Computer Science or a related subject.
— Programming skills — Python, R, (C++, Java as a plus).

Would be a plus:

  • PhD in AI, Machine Learning, Statistics, Computer Science or related
  • Experience with MapReduce technologies (Hadoop, HIVE)
  • Familiarity with NoSQL datastores such as HBASE
  • Able to build meaningful visualizations of results
  • Experience with data-mining methods and technologies
  • Previous work with automotive or IoT data analytics
  • Previous work on open source projects
  • Previous experience with image recognition

Compensation and Benefits

CloudMade offers competitive and rewarding salary and benefits package, as well as
intellectually and creatively stimulating work environment, flexibility, and unique international
travel opportunities.

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