Вакансии Python Developer

Обов’язки:

• Розробляти внутрішні інформаційні системи компанії.
• Відповідати за проєктування, розробку та ефективне функціонування програмного забезпечення.
• Проводити покриття unit тестами.
• Проєктувати, розробляти та підтримувати RESTful web сервіси ІС.
• Визначати потребу в проведенні рефакторингу коду існуючих інформаційних систем.
• Виконувати проєктування схеми баз даних.

Необхідні навички:

• Повна вища освіта.
• Глибокі знання мови програмування Python 3+ років.
• Досвід роботи із веб-фреймворками: Django, Django REST та Celery – 3+ років.
• Знання SQL, досвід роботи з реляційними та нереляційними базами даних (Redis, PostgreSQL)
• Досвід написання unittest-ів.
• Знання та досвід роботи з чергами RabbitMQ.
• Знання та досвід роботи з Docker.
• Досвід роботи з системою управління версіями (git, github, GitLab)
• Досвід проєктування архітектури ІС.
• Аналітичний склад розуму, вміння працювати в команді, гнучкість, висока концентрація на вирішення поставлених задач
• Середній рівень володіння англійською мовою (листування і технічна документація).

Буде плюсом:

• Досвід роботи з Docker-compose, Kubernetes, Asyncio, FastAPI або Aiohttp.

About project:

We invite you to join the e-health product with new technology, strong and experienced team.
Highly loaded technologies, no legacy code and the ability to improve the product directly. The project has already established itself on the territory of Ukraine (and other counties), operates in more than 1000 settlements and helps more than 1million worldwide users to receive medical care 24/7.
At the moment, the product is being scaled up to the international market: the Middle East and Africa.

Position duties:

• Work as a part of distributed Development Team.
• Design and implementation of low-latency, high-availability, and performant application.
• Lead efforts to design, architect and write new software components.
• Produce maintainable, reusable and testable code.
• Troubleshoot performance and scalability issues.
• Identify opportunities to improve and optimize applications.
• Develop and maintain technical documentation related to the project.
• Follow internal software development processes and standards.
• Participate status meeting and collaborate with other team members.
• Communicate effectively with your teammates, Project Managers, and clients.

Our Requirements:

• 5+ years of Python programming experience (Tornado, async.io, Flask);
• Experience with relational (PostgreSQL) and non-relational databases (Cassandra, MongoDB);
• Experience in message queues (Kafka, RabbitMQ);
• Experience in developing REST API services;
• OOP and Design patterns;
• Habits of writing reusable, testable, and efficient code.

Additional skills:

• Experience in building microservices;
• Experience in clickhouse DB;
• Experience in search engines (ElasticSearch);
• Education in computer science or the same;
• English level Upper Intermidiate+.

ABCloudz is a dynamic technology company specializing in modernizations, software development and digital transformation, extending the focus on developing AI-driven applications. We are seeking a highly skilled AI Model Training Specialist to join our team and contribute to the creation of innovative products related to SQL generation using NLP and programming code analysis.

Requirements

We expect you to bring the following experience and qualifications to this position.

• A bachelor’s degree or higher in computer science, data science, artificial intelligence, or a related field
• Previous experience in developing AI models for SQL generation from natural language queries.
• Familiarity with SQL generation tools and techniques, including query templates and SQL builders, is essential.
• Knowledge of databases and data management concepts is important for working with SQL databases.
• Familiarity with NLP pre-trained models (e.g., ChatGPT, Langchain, StarCoder, SQLCoder).
• Strong programming skills, with experience in languages like Python.
• Familiarity with code analysis tools, static analysis, and code quality assessment.
• Ability to work collaboratively with software development teams.
• Effective communication skills for technical and non-technical stakeholders.
• A proactive and creative approach to problem-solving.
• Dedication to staying updated with emerging AI technologies.

Responsibilities

• Research and implement state-of-the-art techniques and frameworks for LLM training and inference, such as ChatGPT, Langchain, StarCoder, SQLCoder, etc.
• Train, fine-tune, and evaluate LLMs on various datasets, benchmarks, and evaluation metrics, such as WikiSQL, Spider, HumanEval, etc.
• Experiment with different prompt engineering, in-context learning, zero-shot learning, and other methods to improve the performance and robustness of LLMs for various tasks, such as natural language to SQL (NL2SQL), natural language to code (NL2Code), code analysis, code generation, etc.
• Collaborate with cross-functional teams and stakeholders to understand the business requirements and use cases for LLM-based products
• Communicate and document the technical details and results of the LLMs and products

We are looking for a highly motivated Python Engineer to design, implement, and maintain efficient and scalable software solutions using Python.

Our Perfect Candidate

• Strong knowledge and experience with languages and frameworks: Python 3+, Django / FastAPI / Flask / aiohttp;
• Experience using such tools: Unix operating system / Windows WSL, Pip, Pipenv, Poetry (optional), Conda (optional), bash basic commands (cd, cp, mv, ls, ps, ssh, find, grep at least), GIT;
• Experience with technology: Python unit tests / Pytest (preferred), Celery, Channels, SQLAlchemy, ELK (Elasticsearch, Logstash, Kibana), Tensorflow, Numpy, pandas, Apache Spark, Docker;
• Strong experience with the listed storages / brokers: PostgreSQL, MySQL, MongoDB, Redis, RabbitMQ, SQS;
• Experience with Cloud services: AWS, Google,DigitalOcean;
• Knowledge of architecture: MVC, REST, SOLID, DRY, KISS.

Key Qualifications/Responsibilities

• Estimate tasks provided by a Project Manager (PM) or Technology Lead (TL);
• Complete tasks from PM or TL within the estimated time;
• Participate in the SCRUM process;
• Participate in project development;
• Perform technical research;
• Keep technical documentation of the project;
• Prepare reports;
• Communicate with customers;
• Work on improvements of the current project.

Requirements:

• BS/MS degree in Computer Science or related field;
• Upper-Intermediate level of English is mandatory;
• 3+ years of commercial experience in Natural Language Processing / Machine Learning;
• Proficiency in Python and strong programming skills;
• Experience with NLP frameworks and libraries, including PyTorch and TensorFlow;
• Strong understanding of NLP techniques for text classification, summarization, NER, semantic search;
• Experience with deep learning language models such as BERT, GPT, or similar;
• Excellent problem-solving skills and analytical thinking.
• Strong communication skills and the ability to work in a collaborative team environment.

Will be a plus:

• Hands-on experience with MLOps system architecture using Hadoop, Docker, Kubernetes, cloud services (GCP/Amazon/Azure).