Python Developer (MLOps) in Data Science UA

Пряме повідомлення учасника, який розмістив вакансію, з Data Science UA Yaroslava Murad IT Recruiter - Data Science UA About us:Data Science UA is a service company with strong data science and AI expertise. Our journey began in 2016 with the organization of the first Data Science UA conference, setting the foundation for our growth. Over the past 7 years, we have diligently fostered the largest Data Science Community in Eastern Europe, boasting a network of over 30,000 AI top engineers.About the product:The company aims to make the world’s industrial environments safer with technology solutions and to drive a paradigm shift in safety from reactive to proactive approaches to reduce the risk of industrial accidents. The team in Ukraine is developing the future of industrial safety based on machine learning, computer vision, and IoT.About the role:Our team is engaged in comprehensive computer vision projects, covering the entire process from data collection and annotation to model training, maintenance, and metrics tracking. We have a dedicated team of data annotators and an efficient data processing workflow, however, there are still many challenges in areas like annotation process organization, data management, and workflow optimization.We are looking for a skilled Python developer to proactively enhance the functionality and efficiency of our data processing tools.Requirements:- Strong knowledge and experience in Python (Syntax, Data types, Python standard library, PEP8, absolute/relative imports, mutable/immutable data types, scope of a function, iterators, generators, dict/list comprehension, Error handling, virtual environment, Modules/Packages, OOP Concepts (classes, objects, inheritance), Regular Expressions, threads and processes, O-notation);- At least 2 Python projects that you are proud of and can provide a git link to the repository;- Experience with Linux (Navigation, Understanding Unix file permissions, SSH and rsync, Process monitoring (ps, top, htop), Disks usage (df, du), Understanding Unix environment variables, Using find and grep, Understanding bash, tmux knowledge);- SQL, Relational Databases, ORM (SQLAlchemy);- Git (merge, checkout, creating pull request, resolving merge conflicts)Nice-to-Have Skills:- Familiarity with Apache Airflow;- Experience with Django;- Data visualization (pandas, matplotlib);- Image and video handling libraries (OpenCV, FFmpeg, Pillow).Responsibilities:- Developing internal data processing SDK and annotation tools;- Developing Django-based internal web portal;- Collaborating closely with the engineering team to integrate new features into the workflow;- Using internal tools for maintaining data pipeline processes.We offer:- Good compensation;- Benefit package;- Strong team and career growth;- Challenges every day!As a member of our team, you will have the opportunity to implement your ideas and see the real impact of your work on the project. We value innovation, and your contributions will directly influence the success and efficiency of our computer vision initiatives. Show more Show less Тип зайнятості Повний робочий день