Senior Software Engineer Remote

Responsibilities

• Design, develop, and maintain AI/ML data pipelines using Python
• Integrate AI/ML models into data pipelines to ensure seamless data flow and model deployment
• Perform pre and post data processing steps, including data cleaning, normalization, feature extraction, and data augmentation
• Collaborate with data scientists and machine learning engineers to understand model requirements and translate them into scalable solutions
• Optimize and fine-tune data pipelines for performance, scalability, and efficiency
• Stay up-to-date with the latest advancements in AI/ML and data engineering to continuously improve existing pipelines
• Mentor and guide junior engineers in best practices for AI/ML and data engineering

Requirements

• 3+ years of work experience in software development
• Bachelor's or Master's degree in Computer Science, Engineering, or a related field
• Proven experience in building AI/ML data pipelines using Python
• Proficiency in data preprocessing and post-processing techniques
• Experience with machine learning frameworks such as TensorFlow, PyTorch, and Scikit-learn
• Strong knowledge of data engineering, including setting up and maintaining data pipelines
• Experience with cloud platforms, particularly AWS, for deploying and scaling AI/ML solutions
• Excellent problem-solving skills and the ability to work independently and as part of a team
• Strong communication skills to effectively convey complex technical concepts to both technical and non-technical stakeholders
• Hands-on experience with data preprocessing techniques, including normalization, feature extraction, and data augmentation
• Proficiency in model evaluation metrics and techniques, such as cross-validation and A/B testing

Nice to have

• Experience with natural language processing (NLP) techniques and tools
• Knowledge of version control systems like Git

We offer

• Learning Culture - We want you to be the best version of yourself, that is why we offer unlimited access to learning platforms, a wide range of internal courses, and all the knowledge you need to grow professionally
• Paid Holidays - We offer paid time off during all national holidays (working and non-working) for a total of 15 days. On top of that, you will also have vacation days to enjoy quality time with your family or just rest
• Professional Growth Opportunities - We have designed a highly competitive and complete development process, where you will have all the tools to get where you have always wanted to be, personally and professionally
• Stock Option Purchase Plan - As an EPAMer you can be more than just an employee, you will also have the opportunity to purchase stock at a reduced price and become a part owner of our organization
• Additional Income - Besides your regular salary, you will also have the chance to earn extra income by referring talent, being a technical interviewer, and many more ways
• Community Benefit - You will be part of a worldwide community of over 50,000 employees, where you can learn, challenge yourself, stand out, and share your knowledge and experience with multicultural teams!
• Are you open to relocation? - If you want to relocate to another country and we have the right project, we will assist you every step of the way, to help you and your family, reach your new home