Senior AI Engineer

vor 3 Wochen


Berlin, Berlin, Deutschland Cherry Ventures Vollzeit
AI Engineer Opportunity at Cherry Ventures

Overview: We are seeking an experienced AI Engineer to spearhead our initiatives in analyzing and interpreting biomedical data through advanced machine learning techniques and state-of-the-art large language models (LLMs).

Your Role:
  • Contribute to the establishment of our technological infrastructure and AI/data workflows.
  • Design and implement models for biomedical data analysis, including pattern recognition and anomaly detection.
  • Work closely with the technical team to deploy and maintain the developed models in a production environment.
  • Play a key role in shaping our data and AI product strategy.
Qualifications for Success:
  • A minimum of 5 years of relevant experience in roles such as ML Engineer, Data Scientist, or Data Engineer.
  • Proficient in the entire model development lifecycle, from data collection and preparation to deployment.
  • Strong background in NLP, including topic modeling, document classification, named entity recognition, and recommendation systems.
  • Expertise in transformer-based LLMs (e.g., BERT, GPT, Llama), including:
    • Advanced skills in prompt engineering techniques like zero/few-shot classification and Chain-Of-Thought.
    • Experience fine-tuning open-source language models on both labeled and unlabeled domain-specific datasets using methods such as LoRa and PEFT/ReFT.
    • Ability to validate and benchmark LLM performance for specific tasks.
    • Familiarity with LangChain is advantageous.
  • Proficient in Python and common data science libraries such as NumPy, pandas, and scikit-learn, with extensive experience in at least one major ML framework (e.g., PyTorch, TensorFlow, JAX).
  • Solid grasp of statistical principles and methodologies applicable to data analysis and model development.
  • Experience with data modeling, data warehousing, ETL processes, and data pipelines is a plus.
  • Familiarity with cloud platforms (AWS, GCP, Azure) and Infrastructure as Code (IaC) is beneficial.
Desired Attributes:
  • A proactive problem-solver with a positive mindset and a strong inclination towards action.
  • Excellent communication skills, capable of engaging with both technical and non-technical stakeholders.
  • Adaptable and pragmatic, able to respond to new insights and adjust in dynamic settings.
  • Passionate about developing solutions that address real-world challenges, viewing technology as a means to an end.

What We Offer:

  • Professional Growth: We are dedicated to supporting your career and personal development, whether your goal is to become a leader, expert, entrepreneur, or specialist.
  • Health and Well-being: We prioritize wellness and provide resources to promote a balanced lifestyle.
  • Competitive Compensation: We offer attractive salary packages, including employee-friendly stock options with fair terms.
  • Flexibility: Enjoy unlimited vacation and flexible working hours tailored to your needs.
  • Integrity: We uphold the highest standards of respect and professionalism in our workplace.

Cherry Ventures is committed to fostering an inclusive environment and values diversity. We encourage applications from all individuals regardless of age, color, national origin, race, religion, gender, sexual orientation, gender identity, marital status, or disability status.

As an early-stage venture capital firm, Cherry Ventures is led by a team of entrepreneurs with a track record of building successful companies.



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