O pozici
At Avenga, we believe that human creativity empowers technology that matters. Operating globally, our 6000+ specialists provide a full spectrum of services, including business and tech advisory, enterprise solutions, CX, UX and Ul design, managed services, product development, and software development.
Co budeš dělat
- Read and analyze scientific / academic ML papers with understanding
- Identify promising methodologies and assess whether they are worth reproducing
- Build PoCs based on academic papers and open-source research implementations
- Debug, adapt, and reproduce research repositories under practical compute constraints
- Identify, curate, and construct benchmark datasets required to test specific methodologies
- Prepare ground truth data from large volumes of data to validate and test PoCs
- Build evaluation pipelines to compare replicated approaches against baselines
- Measure model performance critically and verify original paper claims
- Document findings, limitations, experiment results, and recommendations for next steps
- Collaborate with AI engineers and technical stakeholders to turn validated research into practical project direction
Koho hledáme
- Strong machine learning fundamentals and hands-on experience with ML research or applied research projects
- Experience reading scientific / academic ML papers and understanding the methodology behind them
- Ability to dissect academic papers, debug open-source repositories, and replicate research results
- Experience identifying, curating, and constructing benchmark datasets for testing specific ML methodologies
- Ability to prepare ground truth data from large volumes of raw or semi-structured data
- Strong Python skills and hands-on experience with modern ML / deep learning frameworks
- Practical understanding of model evaluation, baselines, metrics, error analysis, and reproducibility
- Comfortable working under compute constraints and adapting research methods to practical limitations
- Able to work independently in an ambiguous R&D / PoC environment
Benefity
- At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth. By bringing
