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Business Analyst (AI Productivity Analyst – Developer Tools)

Business Analyst (AI Productivity Analyst – Developer Tools)

Mindbox S.A.Kraków, Lesser Poland, Poland
15 days ago
Job description

technologies-optional :

  • GitHub Copilot
  • Python
  • Jupyter
  • scikit-learn
  • XGBoost
  • Keras
  • PyTorch

about-project :

  • Join a cutting-edge AI initiative driving innovation in software development productivity through GenAI Coding Assistants. This programme supports over 20,000 developers and has already seen industry-leading adoption of tools like GitHub Copilot. The objective is to mature and operationalise a data-driven approach to understanding the impact of AI assistants on developer efficiency, using robust software development metrics and analytics.
  • This role is instrumental in transforming a successful proof-of-concept into a scalable solution that delivers actionable insights at team and individual developer levels. These insights will shape best practices, training programmes, and performance enhancement strategies across a global developer community—setting a new benchmark for GenAI adoption in the tech industry.
  • Hybrid : Kraków : 2 days / week
  • responsibilities :

  • Review and build upon an existing productivity analysis proof-of-concept to define future roadmap and implementation strategy.
  • Analyse software development lifecycle and deployment metrics to measure the effectiveness of GenAI Coding Assistants.
  • Identify specific technical patterns and use cases where GenAI tools offer the most (or least) value.
  • Collaborate with data scientists and analysts to improve and refine analytical models.
  • Translate insights into actionable recommendations and support their implementation across development teams.
  • Partner with programme leadership to align insights with training, coaching, and adoption initiatives.
  • Drive knowledge acquisition and transfer to promote best practices across the developer community.
  • Help define and execute an MVP-based delivery strategy, with a focus on real-world outcomes.
  • requirements-expected :

  • Proven experience in data analysis, preferably within software development or DevOps environments.
  • Strong understanding of SDLC, deployment processes, and DORA metrics.
  • Familiarity with GenAI technologies, including tools like GitHub Copilot or similar coding assistants.
  • Experience in converting analytical insights into tangible business or operational improvements.
  • Hands-on experience with data analysis tools and languages (e.g., Python, R, SQL, Jupyter).
  • Good knowledge of data modelling and exposure to machine learning libraries (e.g., Scikit-learn, XGBoost, Keras, PyTorch).
  • Excellent written and verbal communication skills in English, especially for stakeholder communication and documentation.
  • Self-starter with a proactive, results-oriented mindset, comfortable in high-visibility, fast-paced environments.
  • Strong interpersonal skills and the ability to collaborate in multicultural and cross-functional teams.
  • Experience in developing knowledge-sharing processes, content creation, and community engagement.
  • offered :

  • We are open to the employment form according to your preferences.
  • Work with experienced and engaged team, willing to learn, share knowledge and open for growth and new ideas.
  • Hybrid working system.
  • Mindbox is a dynamically growing IT company, but still not a large one – everybody can have a real impact on where we are going next.
  • We invest in developing skills and abilities of our employees.
  • We have attractive benefits and provide all the tools required for work f.e. computer.
  • Interpolska Health Care, Multisport, Warta Insurance, training platform (Sages).
  • benefits :

  • sharing the costs of sports activities
  • private medical care
  • life insurance
  • remote work opportunities
  • flexible working time
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