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Lead Data Scientist - Lead AI/ML Engineer
  • Warszawa
Lead Data Scientist - Lead AI/ML Engineer
Warszawa, Warszawa, mazowieckie, Polska
Square One Resources Sp. z o.o.
27. 9. 2024
Informacje o stanowisku

We are seeking a skilled Lead AI/ML Engineer to join our innovative team. The candidate will play a key role in developing cutting-edge machine learning and AI models, with a particular focus on Generative AI and Retrieval-Augmented Generation (RAG). This is a fantastic opportunity to be at the forefront of AI development, helping to shape solutions that drive business efficiency and customer success. You will be responsible for managing the full lifecycle of AI models—from ideation and PoC to deployment and monitoring—while collaborating closely with both technical teams and business stakeholders.

Lead Data Scientist - Lead AI/ML Engineer



Your responsibilities

  • Lead a team in the development of advanced AI models
  • Understand business objectives and align AI/ML solutions to meet them
  • Propose and implement innovative AI solutions to benefit the company and its clients
  • Oversee the complete AI model lifecycle, including development, maintenance, and monitoring
  • Identify and implement research opportunities and AI best practices
  • Share knowledge and foster a collaborative team environment
  • Stay current with industry trends and emerging technologies in applied data science

Our requirements

  • 4+ years of experience in Data Science/Machine Learning
  • Expertise in Generative AI, particularly in RAG applications and Prompt Engineering
  • Python, Pandas, Scikit-learn, Matplotlib, SQL
  • Knowledge of Machine Learning algorithms, their limitations, and best use cases
  • Proven ability to initiate and lead new ML projects from conception through to production
  • Experience in setting up MLOps pipelines
  • Excellent problem-solving skills and the ability to transform complex data into actionable insights
  • Strong communication skills with the ability to interact directly with clients and convey technical concepts in a clear, business-focused manner
  • English B2 level or higher
  • RAG, Python, Pandas, Scikit-learn, Matplotlib, SQL
  • ML Algorithms, MLOps, PyTorch, TensorFlow
  • Celery, AWS/Azure, Docker, Postgres
  • MS or BS in Computer Science or a related field
  • Experience with ML/DL frameworks such as PyTorch and TensorFlow
  • Knowledge of micro-service architecture, task queues (e.g., Celery), cloud platforms like AWS or Azure, and containerization tools like Docker
  • Familiarity with database systems such as Postgres
  • Active Kaggle or GitHub portfolio showcasing ML/AI projects

 

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