AI/ML Expert

11 godzin temu

Zabłocie A Kraków, Polska Miquido Pełny etat

At Miquido, we are seeking a highly skilled and experienced AI/ML Expert to lead our vision for creating innovative solutions that drive business growth.

As a key member of our team, you will be responsible for designing, developing, and integrating cutting-edge Machine Learning solutions for mobile and web applications. Your expertise in natural language processing, computer vision models, credit scoring, recommendation systems, and predictive analytics will be invaluable in helping us deliver exceptional results for our clients worldwide.

Key Responsibilities:

  • Tech consulting in the sales process: meeting with clients to gather requirements for AI projects, understanding their needs and objectives, and translating them into actionable plans
  • Project Ownership: taking full responsibility for the successful execution of AI projects, from conceptualization to delivery, ensuring they align with our company's AI strategy
  • Designing and developing state-of-the-art LLM-Based (OpenAI, Llama, Bard) solutions for our clients, including knowledge hubs, conversational shopping, customer service, and document analysis
  • Building ETL pipelines for Machine Learning and Business Intelligence solutions
  • Leveraging your experience with software engineering and cloud services to architect and deploy scalable AI/ML solutions in the cloud
  • AI Strategy Development: working closely with C-level executives to define and execute the company's AI strategy, identifying opportunities for AI-driven innovation and growth

Requirements:

  • Proficiency in Python (including pandas, scikit-learn, and preferably other Machine Learning libraries)
  • Very good knowledge and understanding of Machine Learning algorithms and model validation techniques
  • Experience in building Machine Learning solutions, especially involving natural language processing
  • Good understanding of LLM (Large Language Models) architectures and training
  • Experience in prompting and fine-tuning LLMs, including GPT
  • Very good knowledge of SQL
  • Experience working with large datasets
  • Experience in one or more of the following areas: entity/relation extraction, information extraction, summarization, semantics, document classification, ontology, question answering, knowledge graph
  • Knowledge of the typical data science development environment (Jupyter Notebook, Git)
  • Creativity in data preparation and model building
  • Business approach and ability to present solutions to both technical and non-technical audiences (you will take part in the sales process)
  • Very good command of written and spoken English (C1 level)
  • Ability to cooperate with many different stakeholders and manage changing priorities

Preferred Qualifications:

  • Software engineering experience, especially in developing backend solutions based on 3rd party APIs Cloud proficiency (AWS preferable)
  • Solid background in statistical learning techniques for NLP
  • Team leadership experience

Benefits:

  • Working with an ambitious, creative, talented & highly experienced team
  • Contributing to projects for clients all over the world
  • Flexible working hours and a possibility to work remotely

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