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Applied Scientist

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TomTom

1mo ago

  • Job
    Full-time
    Mid & Senior Level
  • Data
    Software Engineering
  • Berlin
  • Quick Apply

AI generated summary

  • You hold an M.Sc./PhD, have 3-7 years in C++/Java/Python, experience with data systems (AWS/Azure), SQL, and ML. Strong communication skills and teamwork essential. Desire to learn is a must.
  • You will extract insights from data, develop ML models, visualize trends, analyze user sessions, guide junior colleagues, and implement improvements in routing products.

Requirements

  • You hold an M.Sc ., or PhD in Applied Mathematics, Physics, Computer Science, or a relevant field. Your academic background has prepared you to tackle the complex challenges you’ll face in this role.
  • You possess advanced software skills and experience (3-7 years) in C++, Java and/or Python and your experience in developing production-grade code (incl. Infrastructure as Code) is matched by your ability to architect, implement, and maintain complex data processing systems (AWS or Azure).
  • You have relevant production experience with established tools and solutions (e.g. SQL, DataBricks, ML methods)
  • Experience in analyzing complex datasets and implementing models and algorithms, particularly with noisy real-time and historical data from connected devices as well as product event logs
  • Extensive experience in setting up and successfully conducting targeted experiments and R&D activities aligned with business objectives and customer needs.
  • You enjoy working in an international team and are a true team player. You understand that the best results come from collaboration and are eager to contribute to a collective effort.
  • Desire to learn, and expand your skill set
  • You have strong written and verbal communication abilities in English, enabling you to articulate complex technical concepts and collaborate effectively with team members.

Responsibilities

  • You’ll be responsible for extracting meaningful insights from large, imperfect datasets. Your work will turn raw data into actionable intelligence, improving the quality of our routing products.
  • You develop ML models that solve challenging problems, and lead the design, implementation, and integration of scalable AI/ML systems and services
  • Visualize and report on insights and trends (e.g. by building dashboards) in a structured way
  • Join a top-level international development team where your ideas and skills will contribute to leapfrogging competition when it comes to route quality, travel time estimation and/or electric vehicle battery consumption.
  • Dive into our products’ event streams and user sessions. Your expertise in data analysis will help decode complex datasets and transform them into valuable information that will help improve our products.
  • Generate and validate hypotheses around quality weak spots, assess the feasibility of implementing novel ideas in existing and/or “greenfield” code bases, and implement and ensure the idea ends up in our production code.
  • Guide more junior colleagues and contribute to team process improvements

FAQs

What are the primary responsibilities of the Applied Scientist role?

The primary responsibilities include extracting insights from large datasets, developing ML models, visualizing data trends, improving routing products, analyzing complex datasets, generating and validating hypotheses, and guiding junior colleagues.

What educational qualifications are required for this position?

Candidates should hold an M.Sc. or PhD in Applied Mathematics, Physics, Computer Science, or a relevant field.

How many years of experience are needed for this role?

The role requires 3-7 years of experience in software development and production-grade code.

Which programming languages should I be proficient in?

Proficiency in C++, Java, and/or Python is required for the role.

Do I need experience with cloud services for this role?

Yes, you should have experience architecting, implementing, and maintaining complex data processing systems using AWS or Azure.

Is experience with machine learning tools necessary?

Yes, relevant production experience with tools such as SQL, DataBricks, and ML methods is necessary.

Will I need to work within a team?

Yes, collaboration in an international team setting is essential for achieving the best results.

Are there opportunities for skill development in this position?

Yes, a desire to learn and expand your skill set is important for this role.

What are the communication requirements for this position?

Strong written and verbal communication abilities in English are required to articulate complex technical concepts and collaborate effectively.

What additional skills would be beneficial for this role?

Experience with DevOps practices, understanding routing and navigation quality aspects, and an interest in software architecture are nice to have.

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TomTom

Technology
Industry
1001-5000
Employees
1991
Founded Year

Mission & Purpose

TomTom is a global leader in location technology, specialising in GPS navigation, mapping, and real-time traffic information. The company develops advanced software and hardware solutions that power navigation for automotive, mobility, and enterprise sectors. TomTom's mission is to create a safer, cleaner, and less congested world by innovating location technologies that improve traffic flow, enhance driver safety, and reduce emissions. Their purpose is to enable smarter mobility, ensuring efficient travel for people, businesses, and cities worldwide.