Sr. Machine Learning Engineer

vor 2 Monaten

Munich, Deutschland 4screen Vollzeit

Become a part of the 4screen team

At 4screen we are bridging the gap between drivers and their surrounding infrastructure by providing engaging in-car communication directly on the car screen. We have developed the world’s first driver interaction platform, revolutionizing the way local businesses connect, interact and engage with targeted customers in real-time. We are live in millions of cars with trusted partners and leading customers.

As a Senior Machine Learning Engineer, you will play a key role in strengthening data-driven decision-making processes and advancing our AI strategy. Your main task will be to analyze existing data, develop new machine learning models, and integrate them into production environments without relying on third-party APIs. Your analyses and models will directly contribute to the company's development and innovation.

Tasks

You contribute to our sucess by:

  • Developing and implementing machine learning models: You design and execute machine learning models tailored to enhance various business operations, ensuring they align with company objectives and drive efficiency.
  • Analyzing large datasets to identify patterns and trends: You will utilize advanced analytical techniques to sift through extensive datasets, uncovering insights that inform strategic decision-making and identify opportunities for improvement.
  • Collaborating to develop data-driven solutions: You will work closely with cross-functional teams to create innovative, data-driven solutions that address complex business challenges.
  • Conducting experiments to optimize models: You design and execute experiments to refine machine learning models, systematically testing hypotheses to enhance accuracy and performance.
  • Applying statistical analyses and algorithms: You will validate the results of your analyses by employing a range of statistical methods and algorithms.
  • Deploying models in production environments: You are responsible for deployment of machine learning models into production, prioritizing scalability and operational efficiency to ensure they function seamlessly within existing systems.
  • Promoting a data-driven culture within the company: You will advocate for and foster a culture that prioritizes data-driven decision-making, providing training and resources to empower colleagues to leverage data effectively in their roles.
Requirements

What makes you stand out:

  • 5+ years of experience in Data Science, Machine Learning or a similar position.
  • Master's degree in a STEM field, or equivalent. A background in mathematical modeling or stochastic processes would be a Plus.
  • Senior-level practical experience in in building and implementing complex machine learning models; experience with reinforcement or deep learning would be a Plus.
  • Strong knowledge of Python and common ML frameworks like TensorFlow or PyTorch.
  • Expertise in statistical methods and algorithms for data analysis.
  • Good communication skills to convey technical concepts clearly.
  • Fluency in English.
  • You are willing to visit our Munich office a few times a year for workshops or events - and are of course always welcome between these.
Benefits

What we offer:

  • Have an impact on an international and collaborative team of talented people who love what they do.
  • Enjoy an open-minded culture with room for growth while working across teams and bringing in your own ideas.
  • Use modern tech (MacBook or Lenovo ThinkPad) and equipment in your daily work.
  • Relax with during your 30 days of annual leave (+ public holidays).
  • Enjoy our Workation benefit, allowing you to visit your loved ones abroad or experience new places while staying connected.
  • Take care of your well-being with the support of our Egym Wellpass membership.
  • Get to work with our bike leasing through BusinessBike.
  • Enjoy our flexible working hours policy in our open office in Munich’s vibrant Schwabing district, meet up with colleagues in our co-working spaces in Berlin or Paris or use our work-from-home policy.
  • Have fun and enjoy the great team spirit at regular Team Events & Offsites, Quarterly Team Challenges, Pizza Nights, Game Nights, etc.

We stand for equal opportunity for everyone and value diversity. Therefore, we encourage an open and inclusive work environment where you can be exactly who you are.

We truly believe that individual strengths and personalities make a great contribution to our success story. Hence, even if you don’t fulfill all the points above but believe that you are a great addition to our team and 4screen is a place you’d love to work at, we can only encourage you to apply

About 4screen

The 4screen Mobility Experience Cloud provides a fully standardized interface for real-time location-based interaction. Our integrated API-based platform benefits three key audiences: mobility providers, brands, and drivers. By seamlessly connecting vehicles with relevant points of interest, car manufacturers and mobility providers enhance the in-car experience while brands of all sizes enjoy the power of our location-based brand awareness, reaching customers on the move. Drivers benefit from a wide variety of useful services such as relevant in-car recommendations, better in-car content, and access to exclusive offers. Businesses of all sizes are using 4screen technology to increase the visibility of their brand or location by offering useful content to drivers.

Our team at 4screen consists of a mix of young talents and industry experts that have previously been in leading positions at companies like BMW, Google or Salesforce. We are building a highly innovative company where everything is dynamic, disruptive, and exciting - and that you can be part of

Are you ready to join the ride and shape the future of mobility?

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