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Senior AI Developer f/m/d

About Us:

Incari is an international technology and software company revolutionizing the human-machine interface (HMI) landscape. Through our state-of-the-art technologies, we enable various industries, such as mobility, to turn HMI systems from concept into reality. The platform simplifies the process of HMI development, enabling designers and engineers to collaborate and build HMIs quickly, efficiently, and cost-effectively. Our commitment to a 3D-first approach and low-code makes tech development more accessible than ever before. With our AI solutions, we are working to bridge the gap between stochastic evaluation and discrete computation.

Overview:

As a leading innovator, we are seeking a talented, passionate and proactive Senior AI Developer to join our team.   You will be responsible for designing, developing, and implementing AI models and algorithms. As part of your work,  you will work closely with cross-functional teams to integrate AI solutions into our product and service offerings, ensuring they meet high standards of performance, reliability, and scalability.  You will be further required to create machine learning models, analyze data to solve complex problems.

  • Bachelor or Masters degree in computer science or similar
  • 7+ years work experience and proficiency in AI and machine learning development
  • Strong programming skills in Python
  • Experience with machine learning frameworks such as TensorFlow, PyTorch, or similar
  • Proven track record of developing and deploying AI models in a production environment
  • Deep understanding of machine learning algorithms, neural networks, natural language processing,  computer vision, generative models, or other advanced AI techniques
  • Familiarity with big data technologies such as Spark, and data processing tools
  • Excellent problem-solving skills and the ability to work independently and collaboratively
  • Strong communication skills with the ability to explain complex AI concepts to non-technical stakeholders, clients and teams
  • Experience with cloud platforms such as AWS, or Azure
  • Knowledge of AI ethics and best practices for developing fair and unbiased AI models
  • Familiarity with DevOps practices and tools for continuous integration and deployment
  • Contributions to AI research, publications, or open-source projects
  • Fluent in English
  • Living in Berlin with the relevant documentation

Responsibilities:

  • Lead the development of AI-driven solutions from concept to production
  • Design, develop, and implement advanced AI and machine learning models
  • Collaborate with cross functional teams to integrate AI models into Incari
  • Optimize and tune AI models for performance, scalability, and reliability
  • Stay current with the latest AI research and trends, incorporating new techniques and technologies into our projects
  • Mentor and provide technical guidance to juniors
  • Participate in code reviews, providing constructive feedback and ensuring best practices
  • Develop and maintain documentation for AI models, algorithms, and processes
  • Troubleshoot and resolve issues related to AI model performance and implementation

  • Up to 30 days annual leave
  • Agile start-up mentality in an established company
  • Being part of a diverse and multicultural team
  • Flat hierarchies, team spirit, and curious mindset
  • Bike benefit
  • Hybrid work environment
  • Opportunities for career growth and professional development
  • A fun and inclusive work culture, where creativity and innovation are celebrated

What You Should Know About Senior AI Developer f/m/d, Incari GmbH

At Incari, we’re on a mission to transform the human-machine interface (HMI) landscape, and we’re looking for a Senior AI Developer f/m/d to join our talented team! As a key player in our innovative company, you’ll be creating cutting-edge AI models and algorithms that push the boundaries of what’s possible in mobility and beyond. With your extensive experience of 7+ years in AI and machine learning, you’ll design and implement solutions that are not only reliable and scalable but also transformative for our product offerings. Your prowess in programming with Python and familiarity with frameworks like TensorFlow and PyTorch will be crucial as you collaborate with cross-functional teams, ensuring that our AI integrations are second to none. You’ll also have a supportive role in mentoring junior developers, sharing your deep understanding of machine learning techniques, from neural networks to natural language processing. Working at Incari means being part of a diverse, agile environment where creativity thrives, and your insights are valued. Plus, with benefits like up to 30 days of annual leave and a hybrid work setup, you’ve got the flexibility and opportunity to grow within a vibrant tech landscape. If you’re passionate about crafting impactful AI solutions and seeking a workplace where your contributions will count, Incari might just be your next adventure!

Frequently Asked Questions (FAQs) for Senior AI Developer f/m/d Role at Incari GmbH
What are the responsibilities of a Senior AI Developer at Incari?

As a Senior AI Developer at Incari, you will lead the development of AI-driven solutions from concept to production. This includes designing and implementing advanced machine learning models, collaborating with cross-functional teams to integrate AI solutions into our offerings, optimizing AI models for performance, and offering mentorship to junior developers. Additionally, you will stay current with AI trends and contribute to documentation and code reviews.

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What qualifications are required for the Senior AI Developer position at Incari?

To be considered for the Senior AI Developer role at Incari, candidates should have a Bachelor’s or Master’s degree in computer science or a related field, along with 7+ years of relevant experience in AI and machine learning. Proficiency in Python, experience with frameworks like TensorFlow or PyTorch, and a solid understanding of machine learning algorithms are essential. Familiarity with big data technologies and cloud platforms like AWS or Azure is also beneficial.

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What programming languages are essential for the Senior AI Developer at Incari?

A strong programming background in Python is essential for the Senior AI Developer position at Incari. This will enable you to design and develop the AI models and algorithms that play a key role in our projects. Knowledge of other languages may also be beneficial, but Python is the primary focus for this role.

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What type of projects will the Senior AI Developer work on at Incari?

The Senior AI Developer at Incari will work on a variety of innovative projects aimed at enhancing the human-machine interface across different industries. This will involve creating machine learning models, optimizing AI algorithms, and integrating these solutions into Incari’s product offerings, all while staying abreast of the latest AI trends and technologies.

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What benefits can a Senior AI Developer expect at Incari?

In addition to a competitive salary, a Senior AI Developer at Incari can enjoy up to 30 days of annual leave, a hybrid work environment, and the opportunity for professional growth in an agile, multicultural setting. We also offer benefits like a bike benefit and a culture that promotes creativity and teamwork.

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Common Interview Questions for Senior AI Developer f/m/d
Can you describe your experience with machine learning frameworks like TensorFlow or PyTorch?

When answering this question, provide specific examples of projects where you utilized these frameworks. Discuss any particular challenges you faced and how you overcame them, along with insights into how these tools enhanced your model's performance. This will demonstrate your hands-on experience.

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How do you ensure that the AI models you develop are scalable and reliable?

Explain your approach to optimizing and tuning models for performance. Discuss best practices you've implemented, such as testing for different data sizes, and describe any methods you use to validate model accuracy and reliability during the development process.

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What is your understanding of AI ethics, and how do you incorporate it into your work?

Discuss the importance of fairness and bias in AI and provide examples of how you've approached these concerns in your previous roles. This could include auditing models for bias, implementing diverse data sets, and ensuring transparency in model decisions.

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Describe a time when you had to troubleshoot an AI model. What steps did you take?

Outline a specific instance of troubleshooting an AI model. Highlight the investigative steps you took to identify the issue, how you tested various solutions, and ultimately how you resolved the problem, showcasing both your technical skills and problem-solving abilities.

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How do you keep yourself updated with the latest advancements in AI technology?

Mention specific resources, such as journals, online courses, or conferences you attend, that help you stay current. Discuss any communities or networks you've joined that focus on AI trends and research, emphasizing your commitment to ongoing learning in the field.

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How would you explain a complex AI concept to a non-technical stakeholder?

When tackling this question, focus on your communication skills and ability to simplify concepts without losing the essence. Provide an example where you successfully conveyed a complex idea in an easy-to-understand manner, using analogies or visual aids if necessary.

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What strategies do you use for effective collaboration with cross-functional teams?

Share your approach to fostering collaboration, such as setting up regular meetings to discuss progress or using collaborative tools for project management. Discuss your experience in mediating discussions between technical and non-technical teams to find common ground and goals.

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Can you share an experience where you mentored a junior developer?

Provide a detailed account of your mentoring experience. Discuss the strategies you used to support their growth, any challenges they faced, and how your guidance contributed to their development as a developer. Highlight your commitment to teamwork and knowledge sharing.

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What is your process for developing documentation for AI models?

Talk about the importance of good documentation in AI development. Describe the types of documentation you've created, such as user guides or API documentation, and the tools you utilize to ensure clarity and accessibility for future users and developers.

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What machine learning models have you developed, and what were the outcomes?

Discuss specific machine learning models you've designed, highlighting the objectives, technologies employed, and the results achieved. Share metrics or qualitative feedback from stakeholders if possible, to showcase the impact of your contributions.

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Incari is a developer of next-generation human-to-machine interfaces. It is designed for users looking for cross-platform support, ease-of-use, rapid prototype, and advanced technologies like AR, 3D rendering engine, while developing HMI. Its te...

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Full-time, hybrid
DATE POSTED
December 5, 2024

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