Senior ML Developer/Team Leader

2 недель назад

Киев, Киев, Украина Tietoevry Полный рабочий день 90 000 ₴ - 120 000 ₴ в год

Job Description
Tietoevry Create is inviting a talented professional to join our growing team as a
Senior ML Developer/Team Leader
to oversee machine learning development, establish technical standards, and guide team performance optimization. You will contribute to ML architecture design, performance optimization, and end-to-end MLOps automation with a focus on contextual recommendations, experience personalization and behavioral pattern recognition.

Requirements

  • Team Leadership: Guide ML engineers in best practices, conduct performance reviews, and establish development standards
  • Code Review Excellence: Lead technical reviews focusing on optimization, architecture quality, and production readiness
  • Performance Engineering: Identify bottlenecks, optimize training pipelines, and establish benchmarking standards across team
  • MLOps Leadership: Oversee Azure ML pipeline architecture, orchestration, and CI/CD implementation
  • Technical Mentoring: Develop team capabilities in efficient training pipeline creation, data set preparation and transformation, scaling and optimizations at training and inference
  • Quality Assurance: Establish testing frameworks, monitoring standards, and performance regression prevention

Core Competencies

  • PyTorch
  • Models creation focused on tabular data
  • ML Training Pipeline Excellence: Design efficient training workflows, identify bottlenecks, optimize resource utilization
  • Production-Ready Development: Build scalable, maintainable ML systems with proper testing and monitoring
  • Cross-Functional Collaboration: Work effectively with product teams, stakeholders, and end-users to deliver impactful solutions

Qualifications

  • 5+ years of experience building end-to-end ML solutions and custom models
  • ML engineers team supervising experience
  • Proven track record building real-time, context-aware ML systems

Key Responsibilities

  • Solution ownership with strong focus on business needs
  • Lead ML engineering team, conduct performance reviews, and manage technical development
  • Lead technical reviews, ensure quality standards, and mentor on best practices
  • Create development guidelines, review processes, and quality assurance frameworks
  • Streamline development workflows, reduce technical debt, and improve team efficiency

Project Focus Areas

  • Intelligent Workplace Automation
  • Behavioral Personalization: Pattern recognition, proactive suggestions, and context-aware recommendations
  • Intelligent assistance creation

Additional Information

At Tietoevry, we believe in the power of diversity, equity, and inclusion. We encourage applicants of all backgrounds, genders (m/f/d), and walks of life to join our team, as we believe that this fosters an inspiring workplace and fuels innovation. Our commitment to openness, trust, and diversity is at the heart of our mission to create digital futures that benefit businesses, societies, and humanity.

Diversity, equity and inclusion )

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