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Senior Software Engineer

AT EPAM Systems
EPAM Systems

Senior Software Engineer

San Javier, Chile

We are looking for a highly skilled and experienced Senior Software Engineer to join our team. The ideal candidate will have a strong background in building AI/ML data pipelines using Python and integrating AI/ML models into these pipelines. This role requires a deep understanding of pre and post data processing steps, as well as the ability to work with large datasets and complex algorithms. The successful candidate will play a crucial role in developing and optimizing our AI/ML infrastructure to support data-driven decision-making processes.
If you are passionate about AI/ML and have a proven track record of developing high-performing data pipelines, we would love to hear from you. Join us and be a part of a team that is driving innovation and making a significant impact in the industry.

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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
  • Improved medical coverage - EPAMers are eligible to participate in a supplementary health insurance program that shall have the usual coverage in the industry, with the Company funding 100% of the value of the monthly premium for participation
  • Lunch Allowance - You will receive a daily allowance of CLP $ 7,000 per working day. Enjoy a nice meal on us
  • Allowance for internet and electricity - You will receive an allowance of CLP $15,000 per month to cover internet and electricity expense
  • National Holiday Bonus - We celebrate joining the Chilean Market. That is why all our employees will receive a bonus of CLP $86,646 in September
  • Christmas Bonus - You will receive an End of Year bonus of CLP $170,539. It will be paid during the month of December, to ensure you have a Happy Holiday!
  • 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
  • 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
  • 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

Client-provided location(s): Chile
Job ID: EPAM-epamgdo_bltf6878f415b8e1338_en-us_Other_Chile
Employment Type: Other