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AI Engineer (d/f/m)

Our story:

Every year millions of people are either filing their taxes in fear or giving up on their tax refund altogether. We're working on fixing that. Our intuitive app enables anyone, regardless of education or background, to file their taxes with newfound confidence.

Spread across Germany, Spain and the UK, the team at Taxfix Group with its brands Taxfix, Steuerbot and TaxScouts, is a compassionate group of solution-finders. We speak our minds openly, and with over 400 professionals, including tax experts, developers, and IT security experts, we're rich in ideas and voices. The group has facilitated more than 3.5 billion euros in tax refunds for its customers since its founding in 2016

Your challenge:

You will work closely with product teams to understand their specific product opportunities, and where these can translate them into practical AI/ML solutions that enhance the user experience. Leveraging the tools and resources provided by our ML Platform, you'll focus on integrating ML and AI to build intelligent features within our products. This role offers an exciting opportunity to see your work directly influence the user experience and shape the future of our product landscape.

Your responsibilities and decisions:

  • Collaborate with Product Managers and Application Engineers to define technical requirements and success metrics for ML and AI-powered features.

  • Translate product concepts into feasible ML and AI solutions, leveraging established approaches and pre-trained models provided by the ML Platform.

  • Design, develop, and test models within product features, ensuring high accuracy, performance, and explainability.

  • Implement robust monitoring and evaluation frameworks to track model performance and identify areas for improvement.

  • Integrate models into production environments, working seamlessly with application developers and DevOps teams.

  • Stay up-to-date with the latest advancements in relevant domains and communicate their potential impact to teams.

  • Document technical solutions and participate in knowledge sharing within the organization.

Your profile:

  •  3+ years of experience in applying machine learning to solve real-world product opportunities

  • Strong understanding of core ML concepts, algorithms, and model development methodologies.

  • Experience with popular ML libraries and frameworks and familiar working with foundational AI models

  • Proven ability to translate business requirements into technical specifications and deliver solutions on time and within budget.

  • Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams.

  • Passion for user experience and a strong desire to build products that make a positive impact and enable making tax simple

Bonus Points:

  • Experience with specific ML domains relevant to tax, user journeys and personalization

  • Understanding of MLOps principles and best practices.

 

Why Taxfix?

  • A chance to do meaningful, people-centric work with an international team of passionate professionals.

  • Holistic well-being with free mental health coaching sessions and yoga.

  • A monthly allowance to spend on an extensive range of services that you can use and roll over as flexibly as you like.

  • Employee stock options for all employees—because everyone deserves to benefit from the success they help to create.

  • Dedicated relocation and visa support for those that need it.

  • 30 annual vacation days and flexible working hours.

  • Work from abroad for up to six weeks every year. Just align with your team, and then enjoy your trip.

  • Plenty of opportunities to socialise as a team. In addition to internal tech meetups, our international team hosts regular get-togethers—virtually and in person when possible.

  • Free tax declaration filing, of course, through the Taxfix app—and internal support for all personal tax-related questions.

  • Have a four-legged friend in your life? We’re happy to have dogs join us in the office.


Excited? So are we. Learn more about Team Taxfix on our blog and get a glimpse of our culture.

 

At Taxfix, we believe that incredible things happen when you have a wealth of perspectives and experiences. We're proudly committed to equal employment and development opportunities no matter your gender, race, religion, age, sexual orientation, colour, disability, or place of origin. To help mitigate any potential unconscious biases, we ask that you refrain from including your picture, age, or marital status on your CV. Let your experiences speak for themselves.

Not sure if you meet all the requirements for this role? Please apply anyway. You might bring something special to the team that we hadn't considered previously.

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What You Should Know About AI Engineer (d/f/m), Taxfix

Join us at Taxfix Group as an AI Engineer (d/f/m) in vibrant Berlin, where we’re transforming the tax filing experience for millions! Every year, countless individuals feel overwhelmed or apprehensive about submitting their taxes, but we believe it doesn’t have to be that way. Our innovative apps, including brands like Taxfix, Steuerbot, and TaxScouts, empower users from all walks of life to file their taxes confidently. As an AI Engineer, you will play a crucial role in enhancing this experience by collaborating with our product teams to craft cutting-edge AI and ML solutions tailored to user needs. You’ll leverage our robust ML platform to integrate intelligent features into our products, and your work will have a direct impact on how our users encounter and interact with the tax world. You will define technical requirements with Product Managers, translate concepts into practical ML applications, and develop models that are not only accurate but also user-friendly. Your passion for improving user experiences will drive you to keep abreast of the latest advancements, and you’ll share your insights to help our teams stay innovative. If you enjoy solving real-world challenges through technology, and if you’re eager to make a meaningful difference in people’s lives, we can't wait to meet you at Taxfix, where your ideas and experience matter!

Frequently Asked Questions (FAQs) for AI Engineer (d/f/m) Role at Taxfix
What are the main responsibilities of an AI Engineer at Taxfix?

As an AI Engineer (d/f/m) at Taxfix, your main responsibilities include collaborating with product managers to define technical requirements for ML features, developing and testing AI models, and integrating them into production environments. You'll also monitor model performance and continually look for ways to enhance the user experience through innovative AI solutions.

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What qualifications do I need to apply for the AI Engineer position at Taxfix?

To apply for the AI Engineer (d/f/m) position at Taxfix, you should have at least 3 years of experience in applying machine learning to real-world problems, strong knowledge of ML algorithms, and familiarity with popular ML libraries. Excellent communication skills and a passion for user experience are also essential for success in this role.

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Can you tell me about the team culture at Taxfix for AI Engineers?

The culture at Taxfix is one of collaboration and inclusivity, where AI Engineers work closely with cross-functional teams to innovate and implement AI solutions. We're a compassionate group dedicated to making tax processes simpler for our users, creating an environment where your ideas are valued, and your contributions recognized.

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What tools and resources will I have access to as an AI Engineer at Taxfix?

As an AI Engineer (d/f/m) at Taxfix, you'll have access to a powerful ML platform equipped with a variety of pre-trained models and established workflows. This allows you to focus on translating product concepts into effective AI applications while leveraging the latest technologies available to build intelligent features in our products.

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What opportunities for professional growth exist for AI Engineers at Taxfix?

At Taxfix, we believe in nurturing talent and encouraging professional growth. As an AI Engineer (d/f/m), you can participate in internal tech meetups, share knowledge with teammates, and gain experience in various aspects of AI and ML application development, all while contributing to meaningful projects that positively impact user experiences.

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Common Interview Questions for AI Engineer (d/f/m)
What experience do you have with machine learning algorithms?

When answering this question, highlight specific algorithms you've implemented, the challenges you faced, and the outcomes. Be sure to mention how your experience aligns with Taxfix's goals of enhancing user experience through intelligent solutions.

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How do you approach translating business requirements into ML solutions?

Discuss your methodology for collaborating with product teams to understand their goals and requirements. Showcase your ability to translate these into actionable plans, drawing on examples from your past experiences that resulted in successful implementations.

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What is your experience with AI model monitoring and evaluation?

Explain your approach to ensuring that ML models maintain high performance and accuracy over time. Give examples of the frameworks you’ve used to monitor model performance and steps you’ve taken to improve models based on evaluation metrics.

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Can you describe a successful ML project you led?

Detail the project, your role, the approach you took, and the outcomes. Emphasize collaboration with cross-functional teams and how your contribution led to improvements in user experience, showcasing the relevance to the AI Engineer role at Taxfix.

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How do you keep up with advancements in machine learning?

Discuss your strategies for staying informed, such as following industry leaders, attending conferences, or participating in relevant forums. Emphasize your eagerness to implement new findings into your work to drive innovation at Taxfix.

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What tools and frameworks are you most comfortable using?

Be specific about the ML libraries and frameworks you’ve worked with (e.g., TensorFlow, PyTorch) and any relevant tools that enhance your workflow. Align these with what is used at Taxfix to demonstrate your readiness for the role.

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How do you approach teamwork and collaboration in an Agile environment?

Share examples of your past collaboration experiences, focusing on your adaptability in fast-paced settings. Highlight your communication style, how you handle feedback, and how you contribute to a positive team dynamic.

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What do you think is the most exciting aspect of AI in user experience?

Express your passion for the transformative potential of AI in enhancing user experiences, linking it back to Taxfix’s mission. Discuss trends in personalization, automation, and improved user interfaces that capture your excitement.

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Can you explain a complex ML concept to someone without a technical background?

Choose an ML concept that you can simplify effectively, using analogies or relatable examples. This shows your communication skills and ability to liaise with various stakeholders, not just those with technical expertise.

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Why do you want to work at Taxfix as an AI Engineer?

Frame your response around the company’s mission to simplify tax filing and your desire to make a meaningful impact. Mention specific values of Taxfix that resonate with you, such as teamwork, inclusivity, and innovation.

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To enable anyone, regardless of education or background, to file their taxes with newfound confidence.

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Full-time, hybrid
DATE POSTED
January 15, 2025

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