Jobs Lviv
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Β· 64 views Β· 4 applications Β· 24d
Senior Python Developer
Ukraine Β· 5 years of experience Β· Upper-IntermediateQuintagroup is looking for Senior Python Developerr to join team of FinTech UK based product. Technology stack: Python, AWS RESPONSIBILITIES: development with Python, AWS participation in planning and execution stages communicate with international...Quintagroup is looking for Senior Python Developerr to join team of FinTech UK based product. Technology stack: Python, AWS
RESPONSIBILITIES:
- development with Python, AWS
- participation in planning and execution stages
- communicate with international (UK/UA/US) development team and CTO
REQUIREMENTS
- 5+ years of experience with Python
- Experience with AWS and Python frameworks
- Able to work in a team-oriented, collaborative environment
- Ability to share knowledge
Customer methodologies and tools
- Scrum (2 week sprints)
Senior Python Developer - Project tech stack:
- Python
- AWS
WE OFFER:
- long term projects
- A company with a specialization in Python development for the last 22 years
- Health insurance
- different work models (remote, office, or hybrid remote/office options)
- Projects in AWS, Azure, GCP
- Different domains of projects: FinTech, EdTech, GovTech, IoT, e-commerce, marketplaces, e-auctions, e-learning, public procurement, interesting tasks, possibilities for career and professional growth
- Friendly atmosphere and good working conditions
- regular team-buildings and corporate parties
- Online English classes
- Flexible working hours
- Experience with new technologies
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Β· 171 views Β· 8 applications Β· 28d
Systems Engineer (UAV Navigation and Control) to $6000
Ukraine Β· Product Β· 3 years of experience Β· Intermediate MilTech πͺKey Responsibilities: Develop sensor fusion and estimation algorithms for UAV navigation Implement and optimize navigation and state estimation filters for real-time performance Integrate various sensor systems (IMU, magnetometer, optical flow) Test,...Key Responsibilities:
- Develop sensor fusion and estimation algorithms for UAV navigation
- Implement and optimize navigation and state estimation filters for real-time performance
- Integrate various sensor systems (IMU, magnetometer, optical flow)
- Test, validate, and optimize system performance in GNSS-denied environments
- Contribute to the development of custom flight control software solutions
Required:
- Strong understanding of sensor fusion, state estimation, and control theory principles
- Solid understanding of IMU sensors and their principles
- Proficiency in Python and experience with embedded and real-time systems programming (C/C++, Rust)
- Background in control systems, robotics, or aerospace engineering
- Experience with ROS or similar robotic middleware
- Familiarity with simulation tools, particularly Gazebo
Nice to Have:
- Experience with UAV-specific flight controllers (ArduPilot, Betaflight, PX4)
- MATLAB/Simulink proficiency for modeling and simulation
- Knowledge of aerodynamics and UAV flight dynamics
- Familiarity with other simulation tools (AirSim, RealFlight)
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Β· 52 views Β· 12 applications Β· 25d
Senior Python Developer
Countries of Europe or Ukraine Β· 4 years of experience Β· Upper-IntermediateQuintagroup is looking for a Senior Python Developer to join an outstaffing project with a leading European fintech company. The client specializes in delivering innovative financial solutions, leveraging cutting-edge technology to empower businesses and...Quintagroup is looking for a Senior Python Developer to join an outstaffing project with a leading European fintech company.
The client specializes in delivering innovative financial solutions, leveraging cutting-edge technology to empower businesses and consumers alike. Join a dynamic environment where your skills will contribute to building scalable, secure, and impactful FinTech products.YOUR RESPONSIBILITIES:
β Develop robust and scalable solutions using Python.
β Collaborate with the clientβs team to design, implement, and optimize fintech applications.
β Participate in project planning and execution stages, ensuring timely delivery of milestones.
β Implement cloud-based solutions, particularly on AWS.
β Enhance application performance and ensure the security of sensitive financial data.OUR REQUIREMENTS:
β 4+ years of professional experience with Python.
β Proven experience with Python frameworks.
β Hands-on experience with AWS cloud services.
β Excellent communication skills in English (B2+ level or higher).
β Ability to work effectively in a team-oriented and collaborative environment.WILL BE A PLUS:
β Experience with data engineering, including data pipelines, ETL processes, and big data frameworks.
β Familiarity with fintech-specific technologies or challenges.
β Contributions to open-source projects or active participation in tech communities.WE OFFER:
More
β Opportunity to work on a high-impact fintech project with a leading European company.
β Flexible working format: fully remote, hybrid, or office-based.
β Competitive salary and comprehensive compensation package.
β Personalized career growth paths and mentorship opportunities.
β Access to professional development tools, including tech talks and training sessions.
β Education reimbursement for relevant certifications or courses.
β Memorable gifts for anniversaries and corporate events.
β Engaging team-building activities and location-specific perks. -
Β· 245 views Β· 59 applications Β· 4d
Python Developer to $1200
Ukraine Β· 1 year of experience Β· IntermediateViso is an outsourcing IT company that transforms clients' vision into technological solutions. As Viso continues to expand, weβre seeking a Python Developer to strengthen our team. Responsibilities: At least 1 year of experience in this...Viso is an outsourcing IT company that transforms clients' vision into technological solutions.
As Viso continues to expand, weβre seeking a Python Developer to strengthen our team.
Responsibilities:
- At least 1 year of experience in this role
- Experience with AI, Flack
- Strong experience with Python, Django, and PostgreSQL.
- Familiar with caching and queuing systems (Celery, Redis).
- Experience working with third-party APIs like Stripe, Twilio, and OpenAI.
Requirements:
- English level B1+;
- This position is available for both in-office and remote work;
- Strong desire to work in an office;
- Problem-solving, attention to detail, and strong communication skills.
- Ability to work independently and collaborate within a team.
- Ability to work with a strong time overlap with standard EST business hours.
Tech Stack Youβll Work With:
- Python;
- Flack;
- Django;
- PostgreSQL;
APIs like Stripe, Twilio, and OpenAI
What We Offer:
- A modern office in a convenient location in Lviv;
- Various development paths from developer to speaker;
- Paid sick leave and vacation.
- Work in a friendly team;
- Paid English lessons;
- Referral program available;
- Free Training Courses;
- Continuous learning and development
Work Schedule:
- Monday to Friday from 9 AM to 6 PM or from 10 AM to 7 PM (with 1 hour break for lunch);
Interview Stages:
- 1st stage -Prescreening;
- 2nd stageβ HR-Interview;
- 3rd stage β Tech-Interview;
If you have the skills, passion, and determination weβre looking for, join our young but fast-growing company. Apply now and become part of our exciting journey! β¨
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Β· 193 views Β· 17 applications Β· 12d
Python Developer (Trainee or Junior)
Office Work Β· Ukraine (Lviv) Β· 1 year of experience Β· IntermediateAppexoft is looking for a motivated Trainee or Junior Python Developer to join our team in Lviv (office format). We would love to hear from you if you are eager to grow in backend development and work with modern technologies! Required...Appexoft is looking for a motivated Trainee or Junior Python Developer to join our team in Lviv (office format). We would love to hear from you if you are eager to grow in backend development and work with modern technologies!
Required Technologies:- Python, Django / Django Rest Framework (DRF)
- SQL (PostgreSQL, MySQL), NoSQL (MongoDB, Redis)
- REST API, GraphQL, WebSockets
- Git (GitHub/GitLab), Docker (preferred)
- Postman for API testing
Nice to Have:
- Understanding of OOP, SOLID principles, and design patterns
- Experience with testing frameworks (Pytest, Unittest)
Requirements:
- English level: B1 or higher
- Strong motivation to learn and develop in backend engineering
We Offer:
- Interesting and challenging projects
- Vast opportunities for professional development
- Competitive salary
- Friendly team of professionals
- Comfortable working environment
If you're passionate about backend development and want to build your career in Python, apply now and join our team!
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Β· 142 views Β· 35 applications Β· 26d
Python Engineer
Ukraine Β· Product Β· 2 years of experience Β· IntermediateAbout us: EveryMatrix is a leading B2B SaaS provider delivering iGaming software, content and services. We provide casino, sports betting, platform and payments, and affiliate management to 200 customers worldwide. But that's not all! We're not just about...About us:
EveryMatrix is a leading B2B SaaS provider delivering iGaming software, content and services. We provide casino, sports betting, platform and payments, and affiliate management to 200 customers worldwide.
But that's not all! We're not just about numbers, we're about people. With a team of over 1000 passionate individuals spread across twelve countries in Europe, Asia, and the US, we're all united by our love for innovation and teamwork.
EveryMatrix is a member of the World Lottery Association (WLA) and European Lotteries Association. In September 2023 it became the first iGaming supplier to receive WLA Safer Gambling Certification. EveryMatrix is proud of its commitment to safer gambling and player protection whilst producing market leading gaming solutions.Join us on this exciting journey as we continue to redefine the iGaming landscape, one groundbreaking solution at a time.
We are looking for a passionate and dedicated Python Engineer to join our team in Lviv/Kyiv!
About the job:
Weβre looking for a Python Backend Engineer to develop and optimize API layers that wrap around ML models. This role sits at the intersection of backend systems and machine learning infrastructure. You'll design APIs, improve system architecture, and ensure smooth deployment of machine learning services.
What You'll get to do:
- Design and maintain RESTful APIs and microservices.
- Optimize backend performance and scalability.
- Implement CI/CD workflows and monitoring solutions.
- Write unit, integration, and load tests in collaboration with QA team.
- Handle exception management and QA for ML services.
- Work with Docker and Kubernetes for containerized deployments.
- Support Airflow pipelines for model and data orchestration.
What You need to know:
- Degree in Computer Science or Mathematics or equivalent.
- 2β3 years of experience in Python backend development.
- Strong knowledge of RESTful API design and integration.
- Experience working with Flask/FastAPI in high-load systems.
- Familiarity with cloud platforms (GCP, AWS, or Azure).
- Experience with Docker and containerization.
- Solid understanding of programming paradigms (OOP, functional).
- Exposure to CI/CD and DevOps practices.
Preferred Qualifications:
- Experience with ML/AI model integration in production.
- Familiarity with Apache Airflow for orchestration.
- Knowledge of monitoring, logging, and observability best practices.
Tech Stack: Python, FastAPI, Flask, SQL, Docker, Kubernetes, Apache Airflow, GCP.
Here's what we offer:
- Start with 22 days of annual leave, with 2 additional days added each year, up to 32 days by your fifth year with us.
- Stay Healthy: 10 sick leave days per year, no doctor's note required; 30 medical leave days with medical allowance
- Support for New Parents:
- 21 weeks of paid maternity leave, with the flexibility to work from home full-time until your child turns 1 year old.
- 4 weeks of paternity leave, plus the flexibility to work from home full-time until your child is 13 weeks old.
Our office perks include on-site massages and frequent team-building activities in various locations.
Benefits & Perks:
- Daily catered lunch or monthly lunch allowance.β―
- Private Medical Subscription.β―
- Access online learning platforms like Udemy for Business, LinkedIn Learning or OβReilly, and a budget for external training.
- Gym allowance
At EveryMatrix, we're committed to creating a supportive and inclusive workplace where you can thrive both personally and professionally. Come join us and experience the difference!
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Β· 68 views Β· 2 applications Β· 22d
Senior Python Engineer for Recorded Future (#3316)
Ukraine Β· 5 years of experience Β· IntermediateWe are looking for a Senior Python Engineer with diverse skills and a strong interest in driving technical excellence with the team to join Recorded Futureβs Malware Intelligence Team within the R&D organization. You will join a group of talented...We are looking for a Senior Python Engineer with diverse skills and a strong interest in driving technical excellence with the team to join Recorded Futureβs Malware Intelligence Team within the R&D organization. You will join a group of talented engineers in a dynamic environment where challenging requirements, sharing knowledge, and supporting our company vision are integral to success. We work with Security Intelligence Solutions, which our clients use to stay on top of threats to their business. Within our platform we serve many different types of data, our platform serves the purpose of cutting through the noise and surfacing relevant and actionable data to search and analyze the data, create alerts, prioritize, and process the intelligence. The Malware Intelligence Team is responsible for building and continuously improving the Malware Intelligence web application constructed atop our immense dataset collected by other parts of the organization.
Our product team consists of Data Scientist, Backend and front-end developers, product manager, designers, and QA professionals collaborating to create efficient, aesthetically pleasing, and useful products.
You would get the chance to develop great software in a fast-moving environment close to our global clients and their needs. Together, weβll improve our product to meet increasing demands while focusing on scalability and quality. You will also experiment with new technology and explore what solutions are most suitable for solving real-world problems. You would join a dynamic team eager to take on new challenges and are passionate about what they do.
Requirements:
- 5+ years experience in software engineering using Python. You write clean, production-grade code that your teammates can easily work with.
- Experience with MongoDB.
- Experience with Kibana, Kafka, RabbitMQ
- Working experience with ElasticSearch
- Experience with Selenium, xpath, urllib3
- Great problem solving capabilities and experience troubleshooting data issues. In UG data collection, you cannot ask the sourceβs webmaster for tech support!
- Proactive communication and effective collaboration with your teammates to get technical problems resolved. You are a self-starter. The ball is always in your court.
Nice to have:
- Experience with AWS or other cloud environments
- Interested in DevOps work
- Experience with web scraping
- Comfortable working in global teams
Responsibilities:
- Expand our collection reach with new underground (UG) sources, and strengthen our methods by investigating collection issues and fixing the root causes.
- Solve hard underground data collection problems, such as evading anti-bot methods, coordinating the work of many collector agents, and safely collecting binary data from untrustworthy sources.
- Build high value analytics on raw data from UG sources. Examples: find networks of actors/accomplices, and highlight notable conversation threads.
We offer*:
- Flexible working format β remote, office-based or flexible
- A competitive salary and good compensation package
- Personalized career growth
- Professional development tools (mentorship program, tech talks and trainings, centers of excellence, and more)
- Active tech communities with regular knowledge sharing
- Education reimbursement
- Memorable anniversary presents
- Corporate events and team buildings
- Other location-specific benefits
*not applicable for freelancers
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Β· 309 views Β· 40 applications Β· 14d
Trainee Python Developer
Office Work Β· Ukraine (Lviv) Β· IntermediateWe are looking for a motivated Trainee Python Developer to join our team and develop innovative projects using Python, Django, and different databases. Ideally, you need to have a passion for programming, great soft skills, and good English. It is a...We are looking for a motivated Trainee Python Developer to join our team and develop innovative projects using Python, Django, and different databases.
Ideally, you need to have a passion for programming, great soft skills, and good English.
It is a full-time position in Lviv.
Requirements:
βͺοΈSolid understanding of Django, SQLAlchemy, REST API
βͺοΈStrong proficiency with Python
βͺοΈExperience with databases: PostgreSQL
βͺοΈKnowledge of OOP, microservice architecture, cloud providers
βͺοΈEnglish level: Intermediate+ (written, spoken)
βͺοΈDesire to work and study new technologies, approaches, and best practices
Will be a plus:
βͺοΈ Bachelorβs or Masterβs degree in computer science or similar
βͺοΈ Experience with relational databases
Responsibilities:
βͺοΈWrite clean and maintainable code using Python
βͺοΈDevelopment of the server part of the application
βͺοΈImplement back-end functionality according to requirements
βͺοΈStaying current on new technologies and best practices
βͺοΈCommunicate with the customer and team members
Interview stages:
Initial interview β Technical Interview β Job offer
We offer:
βͺοΈ IT Club membership
βͺοΈ 18 days of vacation + 8 days of paid state holidays
βͺοΈ Health insurance
βͺοΈ Compensation for language trainings
βͺοΈ Compensation for educational courses, training, and certificates
βͺοΈ Compensation for sport activities
βͺοΈ Mentorship program
βͺοΈ Employee recognition program with awards
βͺοΈ Running club
βͺοΈ Reading club
βͺοΈ Cozy and pet-friendly office
βͺοΈ Weekly sweets & fruits office days
βͺοΈ Corporate bookshelf
βͺοΈ Office relax zone with PS4, VR, table games, table tennis, aero hockey, mini football table, and gymnastic ladder.
We are looking for a team player!
Are you interested? We would be glad to receive your CV.
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Β· 298 views Β· 29 applications Β· 12d
Junior Python Developer
Office Work Β· Ukraine (Lviv) Β· 0.5 years of experience Β· IntermediateWe are developing a financial platform that provides users with real-time stock market data. It helps investors track price fluctuations, analyze trends, and make informed buy/sell decisions at the right moment to maximize profits. With a focus on...We are developing a financial platform that provides users with real-time stock market data. It helps investors track price fluctuations, analyze trends, and make informed buy/sell decisions at the right moment to maximize profits. With a focus on accuracy and usability, our solution empowers users to stay ahead in the fast-moving world of trading.
So, we are seeking a skilled Python developer to join our friendly team.
Required Skills:
- 1+ year of hands-on experience with Python and related libraries such as Pandas, Numpy, etc;
- Experience with Celery for background task processing;
- Experience with cloud technologies, especially Amazon Web Services (CloudWatch, Lambda, EC2, ECS etc);
- Understanding of API management and integration concepts;
- Familiarity with data formats (JSON, XML, CSV);
- Experience with Pytest for writing and maintaining unit and integration tests;
- Solid understanding of working with SQL and PostgreSQL databases;
- Experience in code reviews and adherence to best coding practices;
- Familiar with version control systems like Git and containerization using Docker;
- At least Intermediate level of English for communication and documentation.
Will be a plus:
- Experience with RabbitMQ (or other message-broker software);
- Exposure to database technologies like Redis.
We offer:
- Opportunities for career growth and personal development, to help you improve your skills and achieve your goals;
- No micromanagement - your ideas and initiatives are always encouraged.
- Educational programs that are covered by the company at 30% of the expense;
- Paid vacation leave and public holidays (21 vacation days annually);
- Competitive financial compensation with regular performance reviews;
- Outdoor team activities are paid for by the company;
- English language improvement through extensive communication;
- The chance to work alongside highly experienced and enthusiastic IT professionals who are ready to share their knowledge and help you gain invaluable experience in a live IT environment.
Our hiring is quick and straightforward:
- Test task
- Technical interview with a hiring manager (1.5 hours) -
Β· 88 views Β· 17 applications Β· 4d
Middle Strong Python developer
Ukraine Β· 4 years of experience Β· IntermediateWe are looking for a skilled Middle Strong Python Developer to join a fast-growing fintech product team building an AI-powered platform that helps finance teams gain real-time cash visibility, automate reconciliation, and forecast cash flowβall powered by...We are looking for a skilled Middle Strong Python Developer to join a fast-growing fintech product team building an AI-powered platform that helps finance teams gain real-time cash visibility, automate reconciliation, and forecast cash flowβall powered by AI.
Requirements:
- 4+ years of experience as a backend engineer on large-scale projects
- Strong Python 3.x skills (3+ years)
- Experience with FastAPI, Flask, or Django
- Knowledge of SQL and NoSQL databases (PostgreSQL, Redis)
- Experience with AWS cloud infrastructure
- Familiarity with API design and implementation
- Solid understanding of software architecture, clean code principles, and testing
Intermediate English level or higher
Will be a plus:
- Experience in microservices architecture
- Familiarity with Kubernetes and container orchestration
- Knowledge of CI/CD tools (e.g., GitHub Actions, Jenkins)
- Background in fintech or treasury management systems
- Understanding of event-driven architectures and data streaming with Kafka
Exposure to AI/ML technology integrations
Responsibilities:
- Design and develop robust, scalable backend services
- Architect cloud-native solutions in a distributed environment
- Collaborate with data science teams to integrate AI into core features
- Build and maintain RESTful APIs and microservices
- Participate in code reviews and provide technical feedback
- Work closely with the product and customer success teams to understand and solve user challenges
Cooperate with cross-functional teams including frontend, DevOps, and product
Product
The platform replaces Excel-based workflows with automated, real-time visibility into cash positions. Backed by top-tier VCs with $10M+ in funding, the team is building cutting-edge tools to support better financial decision-making.
Work Schedule: Full-time working day in our office (flexible hours) or remote
Interview stages:
1-st stage β call with the Recruiter
2-nd stage β interview with the Python developer and the Recruiter
3-rd stage β client interview
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Β· 62 views Β· 14 applications Β· 4d
Senior Python developer
Ukraine Β· 5 years of experience Β· IntermediateWe are looking for a skilled Senior Python Developer to join a fast-growing fintech product team building an AI-powered platform that helps finance teams gain real-time cash visibility, automate reconciliation, and forecast cash flowβall powered by AI. ...We are looking for a skilled Senior Python Developer to join a fast-growing fintech product team building an AI-powered platform that helps finance teams gain real-time cash visibility, automate reconciliation, and forecast cash flowβall powered by AI.
Requirements:
- 5+ years of experience as a backend engineer on large-scale projects
- Strong Python 3.x skills (3+ years)
- Experience with FastAPI, Flask, or Django
- Knowledge of SQL and NoSQL databases (PostgreSQL, Redis)
- Experience with AWS cloud infrastructure
- Familiarity with API design and implementation
- Solid understanding of software architecture, clean code principles, and testing
Intermediate English level or higher
Will be a plus:
- Experience in microservices architecture
- Familiarity with Kubernetes and container orchestration
- Knowledge of CI/CD tools (e.g., GitHub Actions, Jenkins)
- Background in fintech or treasury management systems
- Understanding of event-driven architectures and data streaming with Kafka
Exposure to AI/ML technology integrations
Responsibilities:
- Design and develop robust, scalable backend services
- Architect cloud-native solutions in a distributed environment
- Collaborate with data science teams to integrate AI into core features
- Build and maintain RESTful APIs and microservices
- Participate in code reviews and provide technical feedback
- Work closely with the product and customer success teams to understand and solve user challenges
Cooperate with cross-functional teams including frontend, DevOps, and product
Product
The platform replaces Excel-based workflows with automated, real-time visibility into cash positions. Backed by top-tier VCs with $10M+ in funding, the team is building cutting-edge tools to support better financial decision-making.
Work Schedule: Full-time working day in our office (flexible hours) or remote
Interview stages:
1-st stage β call with the Recruiter
2-nd stage β interview with the Python developer and the Recruiter
3-rd stage β client interview
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Β· 41 views Β· 5 applications Β· 1d
Software Engineer Python
Office Work Β· Ukraine (Lviv) Β· 2 years of experience Β· IntermediateIntent Solution Group is inviting talented professionals to join our interesting and dynamic team. We are looking for passionate, open-minded, result-oriented Software Engineers with a heart-deep commitment to success. You will have a great chance to grow...Intent Solution Group is inviting talented professionals to join our interesting and dynamic team. We are looking for passionate, open-minded, result-oriented Software Engineers with a heart-deep commitment to success. You will have a great chance to grow as a professional in a friendly and supportive team at Intent Solution Group.
This is your opportunity to make a difference and work with world class engineering teams, build AI/ML platform that will revolutionize the way in which we buy and consume cellular services.
Product technical stack:
- Design: Figma
- Frontend: Angular Framework (latest version at the time of posting β 19)
Backend: Python + Flask + SQLAlchemy
Requirements
- 2+ years of experience in backend software development
- Proficiency with the Python programming language and Python-based Web application frameworks such as Flask and/or Fast API
- Experience with a microservice architecture to power multiple applications and data services
- Proficiency building API services which are employed beyond user applications to exchange data with other platforms on the open web
- Proficiency with relational databases and other database technologies applied for application data persistence
- Understanding of how to build scalable, secure, multi-million user architectures leveraging AWS, Azure, or GCP cloud infrastructure
- Insatiable curiosity
- Successfully worked in a fast-paced, team-oriented, data driven, problem solving work environment
- Good communication and collaboration abilities
The following additional experience is highly desired:
- Experience within the mobile telecommunications industry
- Experience working with agile methodologies and modern DevOps infrastructure
Benefits
- You will enjoy working in a flexible, Agile, and multinational environment to drive improvements to our customersβ solutions, design and develop new cloud services and software solutions.
- Your skills and experience can be applied to build state of the art software products.
- You will definitely gain access to continuous learning opportunities and ensure the constant expansion of your skill-sets through working with top global players in technology scene.
- We provide you a wealth of opportunities to serve as an AWS domain expert and gain deep cross-industry expertise within our expanding customer portfolio.
- Office in the city centreβ.
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Β· 149 views Β· 22 applications Β· 18d
Middle Python Django Developer
Office Work Β· Ukraine (Lviv) Β· Product Β· 2 years of experienceΠΡΠΎ ΠΊΠΎΠΌΠΏΠ°Π½ΡΡ Feodal ΠΠΈ ΡΠΊΡΠ°ΡΠ½ΡΡΠΊΠ° Π°Π³ΡΠ°ΡΠ½Π° IT-ΠΊΠΎΠΌΠΏΠ°Π½ΡΡ, ΡΠΎ ΡΠΏΠ΅ΡΡΠ°Π»ΡΠ·ΡΡΡΡΡΡ Π½Π° ΡΠΏΡΠ°Π²Π»ΡΠ½Π½Ρ Π΄Π°Π½ΠΈΠΌΠΈ Π°Π³ΡΠ°ΡΠ½ΠΈΡ ΠΏΡΠ΄ΠΏΡΠΈΡΠΌΡΡΠ². ΠΠΈ ΠΏΡΠΎΠ²ΠΎΠ΄ΠΈΠΌΠΎ Π·Π΅ΠΌΠ΅Π»ΡΠ½Ρ Π°ΡΠ΄ΠΈΡΠΈ Π΄Π»Ρ ΡΠ΅ΡΠΌΠ΅ΡΡΠ² Ρ ΡΠ΅ΡΠΈΡΠΎΡΡΠ°Π»ΡΠ½ΠΈΡ Π³ΡΠΎΠΌΠ°Π΄ Π·Π±ΠΈΡΠ°ΡΡΠΈ Π΄Π°Π½Ρ Π· Π΄Π΅ΡΠΆΠ°Π²Π½ΠΈΡ ΡΠ΅ΡΡΡΡΡΠ², ΡΠΊΡ ΠΏΠΎΡΠ΄Π½ΡΡΠΌΠΎ ΡΠ° Π½Π°ΠΊΠ»Π°Π΄Π°ΡΠΌΠΎ Π½Π°...ΠΡΠΎ ΠΊΠΎΠΌΠΏΠ°Π½ΡΡ Feodal
ΠΠΈ ΡΠΊΡΠ°ΡΠ½ΡΡΠΊΠ° Π°Π³ΡΠ°ΡΠ½Π° IT-ΠΊΠΎΠΌΠΏΠ°Π½ΡΡ, ΡΠΎ ΡΠΏΠ΅ΡΡΠ°Π»ΡΠ·ΡΡΡΡΡΡ Π½Π° ΡΠΏΡΠ°Π²Π»ΡΠ½Π½Ρ Π΄Π°Π½ΠΈΠΌΠΈ Π°Π³ΡΠ°ΡΠ½ΠΈΡ ΠΏΡΠ΄ΠΏΡΠΈΡΠΌΡΡΠ². ΠΠΈ ΠΏΡΠΎΠ²ΠΎΠ΄ΠΈΠΌΠΎ Π·Π΅ΠΌΠ΅Π»ΡΠ½Ρ Π°ΡΠ΄ΠΈΡΠΈ Π΄Π»Ρ ΡΠ΅ΡΠΌΠ΅ΡΡΠ² Ρ ΡΠ΅ΡΠΈΡΠΎΡΡΠ°Π»ΡΠ½ΠΈΡ Π³ΡΠΎΠΌΠ°Π΄ Π·Π±ΠΈΡΠ°ΡΡΠΈ Π΄Π°Π½Ρ Π· Π΄Π΅ΡΠΆΠ°Π²Π½ΠΈΡ ΡΠ΅ΡΡΡΡΡΠ², ΡΠΊΡ ΠΏΠΎΡΠ΄Π½ΡΡΠΌΠΎ ΡΠ° Π½Π°ΠΊΠ»Π°Π΄Π°ΡΠΌΠΎ Π½Π° ΡΡΠΏΡΡΠ½ΠΈΠΊΠΎΠ²Ρ Π·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½Π½Ρ ΡΠ°ΠΊΠΈΠΌ ΡΠΈΠ½ΠΎΠΌ Π²ΡΠ·ΡΠ°Π»ΡΠ·ΡΠ²Π°Π²ΡΠΈ Π²ΡΠ΅ ΡΠ΄ΠΈΠ½ΡΠΉ ΡΠΈΡΡΠ΅ΠΌΡ. Π’Π°ΠΊΠΎΠΆ ΠΌΠΈ Π½Π°Π΄Π°ΡΠΌΠΎ ΠΌΠΎΠΆΠ»ΠΈΠ²ΡΡΡΡ ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡΠ½ΠΎΠ³ΠΎ ΡΠΏΡΠ°Π²Π»ΡΠ½Π½Ρ ΠΏΡΠ΄ΠΏΡΠΈΡΠΌΡΡΠ²ΠΎΠΌ, Π²ΠΊΠ»ΡΡΠ°ΡΡΠΈ Π°Π½Π°Π»ΡΠ· ΠΏΠΎΠ»ΡΠ² ΠΏΠΎ ΡΡΠΏΡΡΠ½ΠΈΠΊΠ°Ρ , ΠΌΠ΅ΡΠ΅ΠΎΠΌΠΎΠ½ΡΡΠΎΡΠΈΠ½Π³, ΠΊΠΎΠ½ΡΡΠΎΠ»Ρ ΡΠ΅Ρ Π½ΡΠΊΠΈ ΡΠ° ΡΠΊΠΎΡΡΡ Π²ΠΈΠΊΠΎΠ½Π°Π½ΠΈΡ ΡΠΎΠ±ΡΡ.
Π’Π΅Ρ Π½ΡΡΠ½Ρ Π²ΠΈΠΌΠΎΠ³ΠΈ:
- ΠΠ½Π°Π½Π½Ρ ΠΌΠΎΠ²ΠΈ ΠΏΡΠΎΠ³ΡΠ°ΠΌΡΠ²Π°Π½Π½Ρ Python, Django ΡΠ° DRF, Π΄ΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ ΠΏΡΠΎΡΡΠ³ΠΎΠΌ 2+ ΡΠΎΠΊΡΠ²;
- ΠΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ Π· Π±Π°Π·Π°ΠΌΠΈ Π΄Π°Π½ΠΈΡ PostgreSQL, Π΄ΠΎΡΠ²ΡΠ΄ Π· Django ORM
- ΠΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ Π· Π³Π΅ΠΎΠ΄Π°Π½ΠΈΠΌΠΈ, Π° ΡΠ°ΠΊΠΎΠΆ Postgis
- ΠΠ½Π°Π½Π½Ρ ΡΠ° ΡΠΎΠ·ΡΠΌΡΠ½Π½Ρ ΡΠ½Π΄Π΅ΠΊΡΠ½ΠΈΡ ΠΌΠ΅Ρ Π°Π½ΡΠ·ΠΌΡΠ² ΡΠ° ΡΡ Π²ΠΏΠ»ΠΈΠ²Ρ Π½Π° ΠΏΡΠΎΠ΄ΡΠΊΡΠΈΠ²Π½ΡΡΡΡ SQL-Π·Π°ΠΏΠΈΡΡΠ².
- Π ΠΎΠ·ΡΠΌΡΠ½Π½Ρ ΡΠΎΠ³ΠΎ, ΡΠΊ ΠΏΡΠ°ΡΡΡΡΡ ΡΡΠ°Π½Π·Π°ΠΊΡΡΡ ΡΠ° Π·Π½Π°Π½Π½Ρ ΠΌΠ΅ΡΠΎΠ΄ΡΠ² Π·Π°Π±Π΅Π·ΠΏΠ΅ΡΠ΅Π½Π½Ρ ΡΡΠ»ΡΡΠ½ΠΎΡΡΡ Π΄Π°Π½ΠΈΡ Ρ SQL.
- ΠΠΎΡΠ²ΡΠ΄ Π½Π°ΠΏΠΈΡΠ°Π½Π½Ρ ΡΠ΅ΡΡΡΠ² Π·Π° Π΄ΠΎΠΏΠΎΠΌΠΎΠ³ΠΎΡ pytest
- ΠΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ ΡΠ· ΠΊΠΎΠ½ΡΡΠΎΠ»Π΅ΠΌ Π²Π΅ΡΡΡΠΉ (git, github)
- Π ΠΎΠ·ΡΠΌΡΠ½Π½Ρ ΡΠΎΠ±ΠΎΡΠΈ ΡΠ΅ΡΠ³, Π΄ΠΎΡΠ²ΡΠ΄ Π· celery Ρ redis
ΠΡΠ΄Π΅ ΠΏΠ»ΡΡΠΎΠΌ:
- ΠΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ Π· MongoDB
- ΠΠΌΡΠ½Π½Ρ ΠΊΠΎΡΠΈΡΡΡΠ²Π°ΡΠΈΡΡ ΡΠ΅ΡΠ²ΡΡΠ°ΠΌΠΈ AWS
- ΠΠΎΡΠ²ΡΠ΄ Π· FastAPI / Sanic / Asyncio ΡΠΊ Π°Π»ΡΡΠ΅ΡΠ½Π°ΡΠΈΠ²Π°ΠΌ DRF
- ΠΠ½Π°Π½Π½Ρ ΠΏΡΠΈΠ½ΡΠΈΠΏΡΠ² ΡΠΎΠ±ΠΎΡΠΈ Docker, docker compose
- ΠΠΈ ΠΏΡΠ°ΡΡΡΠΌΠΎ Ρ ΡΡΡΠ°ΡΠ½ΠΎΠΌΡ ΠΎΡΡΡΡ Π· ΠΏΠ°Π½ΠΎΡΠ°ΠΌΠ½ΠΈΠΌ Π²ΠΈΠ΄ΠΎΠΌ Π½Π° ΠΡΠ²ΡΠ² ΡΠ° Π΄Π²ΠΎΠΌΠ° ΡΠ΅ΡΠ°ΡΠ°ΠΌΠΈ Π½Π° 6-ΠΌΡ ΠΏΠΎΠ²Π΅ΡΡΡ. ΠΠ° ΠΊΡΡ Π½Ρ Π·Π°Π²ΠΆΠ΄ΠΈ Ρ ΡΠΎΡΡ ΡΠΌΠ°ΡΠ½Π΅Π½ΡΠΊΠ΅ (Π½Ρ ΠΌΠ°ΠΉΠΆΠ΅ Π·Π°Π²ΠΆΠ΄ΠΈ).
- ΠΠΈ Π»ΡΠ±ΠΈΠΌΠΎ ΠΊΠ°Π²Ρ, Π²ΠΈΠ½ΠΎ ΡΠ° ΠΏΡΠΎΠ²ΠΎΠ΄ΠΈΡΠΈ ΡΠ°Ρ ΡΠ°Π·ΠΎΠΌ, ΡΠΈ ΡΠΎ Π² ΠΎΡΡΡΡ, ΡΠΈ Π½Π° ΠΊΡΠ»ΡΡΡΡΠ½ΠΈΡ Π·Π°Ρ ΠΎΠ΄Π°Ρ .
- ΠΠΈ ΠΏΡΠ΄ΡΡΠΈΠΌΡΡΠΌΠΎ Π½Π°Π²ΡΠ°Π½Π½Ρ ΡΠ° ΠΎΡΠΎΠ±ΠΈΡΡΡΡΠ½ΠΈΠΉ ΡΠΎΠ·Π²ΠΈΡΠΎΠΊ Ρ Π³ΠΎΡΠΎΠ²Ρ ΡΠ½Π²Π΅ΡΡΡΠ²Π°ΡΠΈ Π² ΡΠ΅.
- ΠΠΈ Π½Π΅ ΠΌΠ°ΡΠΌΠΎ ΠΆΠΎΡΡΡΠΊΠΎΡ ΡΡΡΠ°ΡΡ ΡΡ, ΠΌΠΈ Π³Π½ΡΡΠΊΡ ΡΠ° ΠΏΡΠΎΡΡΡ, Π°Π»Π΅ ΠΎΠΏΠ΅ΡΠ°ΡΠΈΠ²Π½ΠΎ ΡΠ΅Π°Π³ΡΡΠΌΠΎ Π½Π° ΠΏΡΠΎΠ±Π»Π΅ΠΌΠΈ Ρ Π·Π°Π²ΠΆΠ΄ΠΈ Π² ΠΏΠΎΠ²Π½ΡΠΉ Π³ΠΎΡΠΎΠ²Π½ΠΎΡΡΡ ΡΡ Π²ΠΈΡΡΡΡΠ²Π°ΡΠΈ .Π―ΠΊΡΠΎ ΡΠΈ Π²ΡΠ΄ΡΡΠ²Π°ΡΡ, ΡΠΎ ΡΠ°ΠΊΠ° ΠΊΡΠ»ΡΡΡΡΠ° ΡΠΎΠ±Ρ ΡΠΌΠΏΠΎΠ½ΡΡ β ΡΠΎΠ±Ρ Π΄ΠΎ Π½Π°Ρ!
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Python Developer (AI, LLM) to $1800
Ukraine Β· 1.5 years of experience Β· Upper-IntermediateSoftcery β ΠΏΡΠΎΠ΄ΡΠΊΡΠΎΠ²ΠΎ-ΠΎΡΡΡΠ½ΡΠΎΠ²Π°Π½Π° ΠΊΠΎΠΌΠ°Π½Π΄Π°, ΡΠΊΠ° ΡΡΠ²ΠΎΡΡΡ ΡΡΡΠ°ΡΠ½Ρ AI-ΡΡΡΠ΅Π½Π½Ρ Π΄Π»Ρ Π±ΡΠ·Π½Π΅ΡΡ. ΠΠΈ ΠΏΡΠ°ΡΡΡΠΌΠΎ Π½Π°Π΄ ΠΏΡΠΎΠ΄ΡΠΊΡΠ°ΠΌΠΈ, ΡΠΎ Π·ΠΌΡΠ½ΡΡΡΡ ΠΏΡΠ΄Ρ ΠΎΠ΄ΠΈ Π΄ΠΎ Π²Π·Π°ΡΠΌΠΎΠ΄ΡΡ ΡΠ° Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·Π°ΡΡΡ β Π²ΡΠ΄ Π³ΠΎΠ»ΠΎΡΠΎΠ²ΠΈΡ Π°Π³Π΅Π½ΡΡΠ² Π΄ΠΎ ΡΠΊΠ»Π°Π΄Π½ΠΈΡ AI-ΡΠΈΡΡΠ΅ΠΌ ΡΠ· Π³Π»ΠΈΠ±ΠΎΠΊΠΈΠΌ ΠΊΠΎΠ½ΡΠ΅ΠΊΡΡΠΎΠΌ. ΠΠΈ Π² ΠΏΠΎΡΡΠΊΠ°Ρ ...Softcery β ΠΏΡΠΎΠ΄ΡΠΊΡΠΎΠ²ΠΎ-ΠΎΡΡΡΠ½ΡΠΎΠ²Π°Π½Π° ΠΊΠΎΠΌΠ°Π½Π΄Π°, ΡΠΊΠ° ΡΡΠ²ΠΎΡΡΡ ΡΡΡΠ°ΡΠ½Ρ AI-ΡΡΡΠ΅Π½Π½Ρ Π΄Π»Ρ Π±ΡΠ·Π½Π΅ΡΡ. ΠΠΈ ΠΏΡΠ°ΡΡΡΠΌΠΎ Π½Π°Π΄ ΠΏΡΠΎΠ΄ΡΠΊΡΠ°ΠΌΠΈ, ΡΠΎ Π·ΠΌΡΠ½ΡΡΡΡ ΠΏΡΠ΄Ρ ΠΎΠ΄ΠΈ Π΄ΠΎ Π²Π·Π°ΡΠΌΠΎΠ΄ΡΡ ΡΠ° Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·Π°ΡΡΡ β Π²ΡΠ΄ Π³ΠΎΠ»ΠΎΡΠΎΠ²ΠΈΡ Π°Π³Π΅Π½ΡΡΠ² Π΄ΠΎ ΡΠΊΠ»Π°Π΄Π½ΠΈΡ AI-ΡΠΈΡΡΠ΅ΠΌ ΡΠ· Π³Π»ΠΈΠ±ΠΎΠΊΠΈΠΌ ΠΊΠΎΠ½ΡΠ΅ΠΊΡΡΠΎΠΌ.
ΠΠΈ Π² ΠΏΠΎΡΡΠΊΠ°Ρ Python Developer-Π°, ΡΠΊΠΈΠΉ ΠΏΡΠΈΡΠ΄Π½Π°ΡΡΡΡΡ Π΄ΠΎ Π½Π°ΡΠΎΡ ΠΊΠΎΠΌΠ°Π½Π΄ΠΈ. Π―ΠΊΡΠΎ ΡΠΈ Ρ ΠΎΡΠ΅Ρ ΡΠΎΠ·Π²ΠΈΠ²Π°ΡΠΈΡΡ Π² ΠΠ ΡΠ° ΡΠΎΠ·ΡΠΎΠ±Π»ΡΡΠΈ ΠΏΡΠΎΠ΄ΡΠΊΡΠΈ, ΡΠΎ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΠ·ΡΡΡΡ Π±ΡΠ·Π½Π΅Ρ-ΠΏΡΠΎΡΠ΅ΡΠΈ Ρ Π΄ΠΎΠΏΠΎΠΌΠ°Π³Π°ΡΡΡ Π½Π°ΡΠΈΠΌ ΠΊΠ»ΡΡΠ½ΡΠ°ΠΌ Π΄ΠΎΡΡΠ³Π°ΡΠΈ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΡ β ΠΌΠΈ ΡΠ΅ΠΊΠ°ΡΠΌΠΎ ΡΠ°ΠΌΠ΅ Π½Π° ΡΠ΅Π±Π΅!
Π©ΠΎ Π±ΡΠ΄Π΅ Ρ ΡΠ²ΠΎΡΠΌΡ ΡΠΏΠΈΡΠΊΡ Π·Π°Π²Π΄Π°Π½Ρ?
- Π ΠΎΠ·ΡΠΎΠ±ΠΊΠ° backend-ΡΡΡΠ΅Π½Ρ Π½Π° Python: ΡΡΠ²ΠΎΡΠ΅Π½Π½Ρ Π°ΡΡ ΡΡΠ΅ΠΊΡΡΡΠΈ, Π½Π°ΠΏΠΈΡΠ°Π½Π½Ρ API, Π΅ΡΠ΅ΠΊΡΠΈΠ²Π½Π° ΡΠΎΠ±ΠΎΡΠ° Π· Π±Π°Π·Π°ΠΌΠΈ Π΄Π°Π½ΠΈΡ ΡΠ° ΡΠ½ΡΠ΅Π³ΡΠ°ΡΡΡ ΡΡΠΎΡΠΎΠ½Π½ΡΡ ΡΠ΅ΡΠ²ΡΡΡΠ², Π²ΠΊΠ»ΡΡΠ°ΡΡΠΈ LLM.
- Π‘ΠΏΡΠ²ΠΏΡΠ°ΡΡ Π· ΠΊΠΎΠΌΠ°Π½Π΄ΠΎΡ ΡΠΎΠ·ΡΠΎΠ±Π½ΠΈΠΊΡΠ²: Π°ΠΊΡΠΈΠ²Π½Π° Π²Π·Π°ΡΠΌΠΎΠ΄ΡΡ Π· ΠΊΠΎΠΌΠ°Π½Π΄ΠΎΡ, ΡΡΠ°ΡΡΡ Π² ΠΎΠ±Π³ΠΎΠ²ΠΎΡΠ΅Π½Π½ΡΡ ΡΠ° Π²ΠΏΡΠΎΠ²Π°Π΄ΠΆΠ΅Π½Π½Ρ Π½ΠΎΠ²ΠΈΡ ΡΡΡΠ΅Π½Ρ, Π²Π΄ΠΎΡΠΊΠΎΠ½Π°Π»Π΅Π½Π½Ρ ΡΡΠ½ΡΡΡΠΈΡ ΡΠΈΡΡΠ΅ΠΌ ΡΠ° ΠΏΡΠΎΡΠ΅ΡΡΠ².
- ΠΠΎΠΌΡΠ½ΡΠΊΠ°ΡΡΡ Π· ΠΊΠ»ΡΡΠ½ΡΠ°ΠΌΠΈ: ΡΡΠ°ΡΡΡ Ρ ΡΠ΅Ρ Π½ΡΡΠ½ΠΈΡ Π΄Π·Π²ΡΠ½ΠΊΠ°Ρ , ΠΏΡΠ΅Π·Π΅Π½ΡΠ°ΡΡΡ ΠΏΠΎΡΠΎΡΠ½ΠΎΠ³ΠΎ ΡΡΠ°Π½Ρ ΠΏΡΠΎΡΠΊΡΡ, Π·Π±ΡΡ Π²ΠΈΠΌΠΎΠ³ ΡΠ° ΡΡΠΎΡΠ½Π΅Π½Π½Ρ ΠΎΡΡΠΊΡΠ²Π°Π½Ρ Π΄Π»Ρ Π·Π°Π±Π΅Π·ΠΏΠ΅ΡΠ΅Π½Π½Ρ ΡΠΊΡΡΠ½ΠΎΠ³ΠΎ ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΡ.
Π£ Π½Π°Ρ Π±ΡΠ΄Π΅ match, ΡΠΊΡΠΎ ΡΠΈ ΠΌΠ°ΡΡ:
- 1,5-3 ΡΠΎΠΊΠΈ Π΄ΠΎΡΠ²ΡΠ΄Ρ ΡΠΎΠ±ΠΎΡΠΈ Π½Π° ΠΏΠΎΠ·ΠΈΡΡΡ Python Developer-a.
- ΠΡΠ΄ΠΌΡΠ½Π½Ρ Π·Π½Π°Π½Π½Ρ Python.
- ΠΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ Π· Clean Architecture.
- ΠΠΎΡΠ²ΡΠ΄ Π· SQL DBs.
- Π ΡΠ²Π΅Π½Ρ Π²ΠΎΠ»ΠΎΠ΄ΡΠ½Π½Ρ Π°Π½Π³Π»ΡΠΉΡΡΠΊΠΎΡ ΡΠ° ΡΠΊΡΠ°ΡΠ½ΡΡΠΊΠΎΡ ΠΌΠΎΠ²Π°ΠΌΠΈ Π½Π° ΡΡΠ²Π½Ρ Upper-Intermediate ΡΠ° Π²ΠΈΡΠ΅.
ΠΡΠ΄Π΅ ΠΏΠ»ΡΡΠΎΠΌ:
- ΠΠΎΡΠ²ΡΠ΄ ΡΠΎΠ±ΠΎΡΠΈ Π· LLM (OpenAI, Anthropic, Mistral etc.), Π½Π°Π²ΠΈΡΠΊΠΈ prompt-engineering.
- ΠΠ°Π·ΠΎΠ²Ρ Π½Π°Π²ΠΈΡΠΊΠΈ DevOps/MLOps.
- ΠΠ½Π°Π½Π½Ρ JS/TS.
ΠΠ°ΡΡ benefits:
- ΠΠΎΡΡΡΠΏΠΎΠ²ΠΈΠΉ ΠΎΠ½Π±ΠΎΡΠ΄ΠΈΠ½Π³ Π² ΠΏΡΠΎΡΠ΅ΡΠΈ Ρ ΠΏΡΠΎΡΠΊΡΠΈ Π· Π΄ΠΎΠΏΠΎΠΌΠΎΠ³ΠΎΡ buddy.
- Π ΠΎΠ±ΠΎΡΠ° Π·Π° ΡΡΡΠΊΠΎ Π²ΠΈΠ·Π½Π°ΡΠ΅Π½ΠΈΠΌΠΈ ΠΏΡΠΎΡΠ΅ΡΠ°ΠΌΠΈ.
- ΠΠΎΠΆΠ»ΠΈΠ²ΡΡΡΡ ΠΏΡΠ°ΡΡΠ²Π°ΡΠΈ Π²ΡΠ΄Π΄Π°Π»Π΅Π½ΠΎ ΡΠ° Π² Π·ΡΡΡΠ½ΠΈΠΉ Π΄Π»Ρ ΡΠ΅Π±Π΅ ΡΠ°Ρ.
- ΠΠΎΠΌΠΏΠ΅Π½ΡΠ°ΡΡΡ Π½Π°Π²ΡΠ°Π½Π½Ρ, Π»ΡΡΠ΅ΡΠ°ΡΡΡΠΈ, Π°Π½Π³Π»ΡΠΉΡΡΠΊΠΎΡ, ΡΠ° ΠΠ-ΡΠ½ΡΡΡΡΠΌΠ΅Π½ΡΡΠ².
- ΠΡΡ Π³Π°Π»ΡΠ΅ΡΡΡΠΊΠΈΠΉ ΡΡΠΏΡΠΎΠ²ΡΠ΄.
- 20 ΠΎΠΏΠ»Π°ΡΡΠ²Π°Π½ΠΈΡ Π±ΡΠ΄Π½ΡΠ² Π²ΡΠ΄ΠΏΡΡΡΠΊΠΈ, 12 Π΄Π½ΡΠ² ΠΎΠΏΠ»Π°ΡΡΠ²Π°Π½ΠΈΡ Π»ΡΠΊΠ°ΡΠ½ΡΠ½ΠΈΡ Π½Π° ΡΡΠΊ.
- 2 ΡΠΎΠΌΡΡΡΡΠ½ΠΈΡ ΠΎΠΏΠ»Π°ΡΡΠ²Π°Π½ΠΈΡ period leaves (Π΄Π»Ρ ΠΆΡΠ½ΠΎΠΊ).
- ΠΠΈΡ ΡΠ΄Π½ΠΈΠΉ Π² Π΄Π΅Π½Ρ Π½Π°ΡΠΎΠ΄ΠΆΠ΅Π½Π½Ρ.
- Π§Π»Π΅Π½ΡΡΠ²ΠΎ Π² ΠΠ’ Cluster.
ΠΡΠ°ΠΏΠΈ Π½Π°ΠΉΠΌΡ: ΠΠ½ΡΠ΅ΡΠ²ΚΌΡ Π· ΡΠ΅ΠΊΡΡΡΠ΅ΡΠΎΠΌ β‘οΈ Π’Π΅Ρ Π½ΡΡΠ½Π΅ ΡΠ½ΡΠ΅ΡΠ²ΚΌΡ β‘οΈ Π’Π΅ΡΡΠΎΠ²Π΅ Π·Π°Π²Π΄Π°Π½Π½Ρ β‘οΈ Π€ΡΠ½Π°Π»ΡΠ½ΠΈΠΉ Π΄Π·Π²ΡΠ½ΠΎΠΊ.
Π₯ΠΎΡΠ΅Ρ Π΄ΠΎ Π½Π°Ρ Π² ΠΊΠΎΠΌΠ°Π½Π΄Ρ? ΠΠ°Π»ΠΈΡΠ°ΠΉ Π²ΡΠ΄Π³ΡΠΊ Ρ ΠΌΠΈ Π±ΡΠ΄Π΅ΠΌΠΎ ΡΠ°Π΄Ρ ΠΏΠΎΠ·Π½Π°ΠΉΠΎΠΌΠΈΡΠΈΡΡ Π· ΡΠΎΠ±ΠΎΡ Π½Π° ΡΠ½ΡΠ΅ΡΠ²βΡ π
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