Senior AI Data Engineer
1 month ago
Continental, founded in 1871, is a global technology company specializing in sustainable and connected mobility solutions. With 150 years of experience, we provide safe, efficient, and affordable solutions for vehicles, machines, and transportation. In 2022, we achieved €39.4 billion in sales, employing over 199,000 people across 57 countries. Our portfolio includes automotive safety, brakes, automation, and communication technologies for vehicles.
Our teams develop complex and high performing reference systems. Hardware, data, and machine learning teams are collaborating to provide high quality data to serve different business needs, e.g. product validation.
Your Tasks
Prepare and clear data (merge, split, fill missing data, calculate statistic etc.) for AI models
Be able to work with several data bases and several data formats and be able to convert different formats of data
Basic understanding of Machine learning and Deep Learning modelling
Be able to work with time sequential data
Participate in project planning, task estimation, and technical input for project timelines
Participate in data acquisition and labelling activities and preparing relevant roadmap
Be able to provide requirements for data acquisition and labelling
Create data pipeline tooling and make automation in this pipeline
KPI reporting towards project stakeholders
Think in systems and explore opportunities to improve and streamline end-to-end processes by transforming abstract concepts into working solutions
Develop data pipeline concepts and prototypes, identify, and solve performance bottlenecks etc.
Collaborate with cross-functional teams, including product managers, software architects, AI developers, to ensure project success
Provide technical leadership, conduct code reviews to ensure adherence coding standards and best practices
#radarmakessense
University degree (BSc or higher) in a technical area: Computer Science, Electrical Engineering, Data science
Excellent coding skills in Python (or corresponding data science language)
Strong knowledge in Pandas/ NumPy libraries (or corresponding databases)
Experience in Git
Professional usage of software development tools
Strong communication and collaboration skills
Good command of English language
Willingness to work independently and as part of an international team
*Nice to have *
Experience in radar sensor domain
Experience with databases
Experience in SQL, AWS
ML Ops discipline knowledge
Basic understanding of Machine Learning / Deep Learning application in functional safety projects
Experience in automotive area with automotive processes and automotive tooling
Experience with cloud technologies
Experience with agile development methods
What we offer
Participation in exciting, highly innovative projects
Access to cutting-edge technologies and to one of Europe’s largest in-house GPU clusters
A friendly, respectful and collaborative work environment that encourages creativity and innovation
Continuous development with access to numerous trainings, including technical skills, soft skills and language skills
Personal career development and a challenging role with end-to-end responsibility
Opportunity to see your ideas turn into reality with our test vehicles
Competitive compensation and a wide range of benefits, including:
Bonus system
Annual flexible benefit (Cafeteria)
Private health insurance
Employee discounts
Sport pass support
Ability to directly deliver software into real, innovative products
Easily accessible office location in downtown Budapest (near Kálvin square)
Ready to drive with Continental? Take the first step and fill in the online application.
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