Ukraine Job Openings

Avenga
Data Science Engineer
FULL TIME
November 15, 2024
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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