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job
discipline
type
location
Machine Learning Engineer (m/w/d)
Tech
permanent
Hamburg
Machine Learning Engineer (m/w/d)
Your mission

You will join our Tech & Data Team, where you'll work on implementing AI-based solutions, from Proof-of-Concepts to real-life projects, in a supportive and collaborative environment.


Your daily work will include the following tasks:

  • Design, develop, and deploy AI-based software solutions, such as chatbots or companion helpers, using Python and frameworks like Langchain and Haystack.

  • Collaborate with cross-functional teams, including product managers, designers, and other engineers, to understand business requirements and translate them into technical specifications.

  • Research and experiment with state-of-the-art natural language processing (NLP) techniques and models to enhance the performance and accuracy of AI-based systems.

  • Develop and optimize conversational AI pipelines, including intent recognition, entity extraction, dialogue management, and response generation.

  • Integrate AI-based software with external APIs, databases, and other systems to enable seamless data flow and functionality.

  • Implement data preprocessing, feature engineering, and data augmentation techniques to prepare training data for AI or enhanced retrieval.

  • Conduct model training, validation, and testing to ensure the robustness and reliability of AI-based software.

  • Monitor and analyze the performance of deployed AI systems, identify areas for improvement, and implement necessary optimizations.

  • Develop and maintain technical documentation, including architecture diagrams, API specifications, and user guides.

Requirements
  • Experience with AI and NLP frameworks such as Langchain, Haystack, or similar libraries.

  • Understanding of machine learning concepts, algorithms, and techniques. In the areas of natural language processing and conversational AI.

  • Familiarity with prompt engineering techniques.

  • Communication and collaboration skills to work effectively with cross-functional teams and stakeholders.

  • Either a degree in computer science or a related field, or equivalent practical experience of at least 3 years in this area. We value diverse educational and career backgrounds.

What else would be nice:

  • Proficiency in Python programming language.

  • Experience in evaluating the performance of AI-based tools, including metrics such as accuracy, precision, recall, F1-score, and perplexity

  • Familiarity with techniques for measuring the effectiveness of chatbots and companion helpers, such as user engagement metrics, conversation quality assessments, and user satisfaction surveys

  • Understanding of language models, such as transformers (e.g., BERT, GPT)

  • Experience with data preprocessing, feature engineering, and data augmentation techniques for NLP tasks.

  • Knowledge of conversational AI components, including intent recognition, entity extraction, dialogue management, and response generation.

  • Understanding of data storage and retrieval systems, such as databases or search engines.

  • Familiarity with RESTful APIs and experience in integrating AI-based software with external systems.

  • Problem-solving and debugging skills, with the ability to analyze and resolve issues in AI-based systems.

  • Familiarity with agile development methodologies and experience working in fast-paced, iterative development environments.

  • Commitment to continuous learning to stay updated with the latest advancements in AI, NLP, and related fields.

Our features
  • Work-life harmony: Work flexibly, in the Hamburg or Berlin office. 
  • Knowledge is king: You regularly take part in workshops and training sessions and our E-Day is a fixed programme once a month.  
  • Social benefits: We subsidise your HVV-ProfiCard (DeutschlandTicket) and your membership of Urban Sports Club, company pension scheme, regular events and functions and many more.  
  • Dogs in our Offices: Four-legged friends are very welcome.
The team
You'll work in a straightforward and cooperative environment, alongside Germany's digital giants. The expertise of our consultants provides you with insights into the latest developments and trends in the digital industry. You can expect strong growth and an ambitiously driven environment. From day one, you can fully contribute and add real value to Etribes' continued success.

We are excited about our work every day anew and love what we do. Etribes is at the pulse of time and has big plans. Do you want to be part of this success story? Then we look forward to receiving your application.
Apply online now
Hanna Salize, Head of People

Questions about your application? Or not the right vacancy yet?

Contact Hanna with all your questions or your unsolicited application directly via LinkedIn or send an email to [email protected].