We channel energy into action. We are developing a digital platform for the sales department of Gazprom Neft, launching IT projects, and improving customer experience to ensure ambulances reach people quickly, industrial enterprises extract resources, and people have time for their affairs and travel.
The Advanced Analytics and Artificial Intelligence Directorate invites a Head of Development and Implementation to join its team. Choose the advantages and bonuses of working in a stable company and realize your potential in large-scale projects.
ROLE AND RESPONSIBILITIES IN THE TEAM:
- Lead a team of MLE engineers through all stages of project implementation: from hypothesis formulation and research (PoC) to development, production deployment, monitoring, and support of ML solutions.
- Ensure high quality of architecture, code, and model solutions (MLOps practices).
- Apply machine learning methods to solve a wide range of tasks: from time series to business process optimization (e.g., warehouse logistics).
- Design and implement high-load microservice architectures for ML systems.
- Effectively coordinate work with adjacent teams (BI, DWH/Data Lake, Data Quality, DevOps) to ensure end-to-end project implementation and data quality.
- Team and Expertise Development: Mentor team members, enhancing their technical expertise in ML engineering and the quality of engineering solutions.
REQUIRED EXPERIENCE AND SKILLS:
- Solid experience in developing and implementing industrial systems using machine learning algorithms (full cycle ownership).
- Proven successful experience in bringing ML projects to production.
- Practical knowledge and application of MLOps principles: model/service testing, logging, monitoring, data and code versioning (MLFlow/DVC/ClearML).
- Experience with containerization platforms (Docker/Kubernetes) and CI/CD pipelines.
- Advanced Python knowledge for ML/DS tasks.
- Experience with classical ML methods, frameworks, and libraries.
- Understanding and experience in applying optimization methods (knowledge of GAMS/CPLEX or similar tools is a strong advantage).
- Experience with queue systems (AMQP/RabbitMQ), caching (Redis), and distributed computing.
- Confident work with SQL, experience with BigData technologies (Hadoop/Hive or similar).
- Knowledge of Git workflow and CI/CD systems (Gitlab CI/CD).
- Higher education in Computer Science, Applied Mathematics, or related technical disciplines.
WE OFFER.
Official Guarantees:
- Permanent employment contract .
- Fixed remuneration part is discussed individually.
- Annual bonus based on overall achievements and individual performance.
- Voluntary medical insurance with dental coverage and life insurance.
Employee Care:
- Professional development in the IT community of a leading industry company.
- Corporate sports, team tournaments, and runs.
- Comfortable office in the city center: sleep pods, lecture hall, gym, cafe, and cinema club.
- Family events: holidays and outdoor sports events.
- Support for employee volunteer initiatives, eco-friendly behavior, and participation in charitable projects.
Join the IT team of the regional sales department of Gazprom Neft!
