August 21, 2024
Senior AI/ML Data Engineer Kyiv, remotely YASNO is a brand under which a group of companies with supply of electricity, gas, energy efficiency solutions and for electric vehicles. We provide services for 3.5 million Ukrainian families and 80,000 legal clients. Three companies of the YASNO brand three times topped the rating of electricity suppliers of Ukraine compiled by the analytical center DiXi Group within the framework of the USAID project. Senior AI/ML Data Engi
August 21, 2024
Senior AI/ML Data Engineer
Kyiv, remotely
YASNO is a brand under which a group of companies with supply of electricity, gas, energy efficiency solutions and for electric vehicles. We provide services for 3.5 million Ukrainian families and 80,000 legal clients. Three companies of the YASNO brand three times topped the rating of electricity suppliers of Ukraine compiled by the analytical center DiXi Group within the framework of the USAID project.
Senior AI/ML Data Engineer
You will help us in solving the following tasks:
- Work with text and voice processing technologies, including speech recognition (speech-to-text), speech synthesis (text-to-speech) and speech conversion (speech-to-speech);
- Development and implementation of artificial intelligence (AI) and machine learning (ML) models;
- Development of data pipelines for collection, multi-level processing and structuring of data for further analysis and use in the system;
- Development and optimization of the data storage and transmission structure;
- Collaboration with data analysts and the product owner to define requirements for data download, conversion and presentation;
- Interaction with the data architect to ensure the quality of the technical data processing solutions being developed;
- Participation in all development cycles - design, programming, testing and release;
- Conducting a code review (code review) with the aim of ensuring the quality of development;
- Application of Continuous Integration and Delivery (CI/CD) concepts;
- Optimizing data pipelines and improving the architecture from the point of view of the efficiency of both individual elements and the system as a whole;
- Cooperation with the team with the goal of implementing innovative solutions and improving existing processes.
You are our candidate if you have:
- Work experience of 5 years or more in a similar position;
- Experience with Relational SQL DB;
- Experience with Databricks, Datalake;
- Experience with LM (data preparation, training, use);
- Knowledge of development patterns and experience in implementing services;
- Knowledge of Python and Pandas/NumPy, PySpark, asyncio or similar libraries;
- Practical skills in designing and implementing data collection and processing systems;
- Understanding the main stages of data processing and analysis, tools and methods used in this field;
- Understanding the principles of distributed computing;
- AI and ML skills, use, training and implementation of ML.
- Will be an advantage:
- Knowledge of Data Science;
- Experience with Azure Cloud;
- Experience with OpenAI LLM;
- Experience with Docker, Kubernetes
You are waiting for:
- A team of professionals;
- Interesting projects;
- Professional development;
- Opportunities for career growth;
- Useful trainings and team-building activities;
- Psychological support;
- Gifts for decoration and on the occasion of significant events (holidays, birth of a child, etc.);
- Gratitude program "Thank you" from an opportunity to get cool merch;
- Modern office in UNIT.City with a gym and massage chairs;
- Free parking and a shuttle from the nearest metro stations;
- And of course: official employment, competitive pay (always on time and transparent remuneration), quarterly bonus, health insurance.
If your experience is relevant, we will contact you.