Ukraine Job Openings

Avenga

Data Science Engineer

FULL TIME

November 15, 2024

Telecom
Ukraine

Avenga is looking for a skilled Data Science Engineer to be involved in developing Machine Learning models aimed at enhancing customer service operations. The client is a European telecom company that provides digital services via mobile and fixed networks for private and business customers.
This role offers an exciting opportunity to leverage Machine Learning techniques to improve customer interactions and streamline complaint management processes.

Vacancy level: Middle
Cooperation type: Full-time
Technology stack: Python, Gen AI, Py Torch/Tensorflow/Keras, Vector DB, GCP/Azure/AWS

What you bring along:
  • 3+ years of experience with Data Science;
  • Proficient in Python for data manipulation and analysis;
  • Good at Py Torch/Tensor Flow, or Keras for building and training machine learning models;
  • Competent in Generative AI techniques, including the use of retrieval-augmented generation (RAG) methods and fine-tuning of large language models (LLMs);
  • Knowledge of standard ML libraries such as scikit-learn, pandas, and Num Py;
  • Ability to work with vector databases;
  • Knowledge and practical experience with cloud technologies (GCP, Azure, or AWS);
  • English – Upper-Intermediate or higher.
This is your mission:
  • Gather, clean, and preprocess large datasets from various sources to ensure high-quality data for analysis;
  • Design, implement, and evaluate machine learning models using frameworks such as Py Torch, Tensor Flow, or Keras to solve complex business problems;
  • Apply statistical methods to analyze data trends and patterns, conducting hypothesis testing and predictive modeling;
  • Develop and implement Generative AI solutions;
  • Utilize retrieval-augmented generation (RAG) methodologies to enhance the performance of AI models in real-world scenarios;
  • Create and manage embeddings using vector databases;
  • Optimize vector store queries and manage data storage strategies to ensure quick access and retrieval times.
Your benefits:
  • We offer an attractive social and benefits package;
  • Everyone at Avenga is subject to professional growth via our mentorship program;
  • Our specialists get regular performance reviews and technical assessments to identify development plans;
  • The company provides extended training and certification opportunities;
  • We stay up to date with the industry by embarking on tech talks, webinars, conferences, and hackathons;
  • Avenga cares for its employees’ well-being by providing well-rounded health insurance coverage and fitness compensation programs;
  • Our employees’ families are no less important, as we offer maternity aid and financial support for a number of family reasons, including marriage and childbirth;
  • The company fosters a sense of professional belonging and an environment of togetherness: we achieve things together and celebrate our milestones.
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