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ML Backend Developer

Key Responsibilities:

  • Lead the translation of advanced research prototypes into scalable, production-grade software.
  • Work closely with data scientists to understand their research and findings, converting these into practical, scalable solutions.
  • Design and implement systems that efficiently handle different data types (including vision language tabular and more) and integrate with technologies like transformers.
  • Collaborate with cross-functional teams to drive ambitious projects, ensuring the seamless integration of machine learning technologies into our broader product suite.

Who we're looking for:

  • A forward-thinking leader with extensive experience in software engineering and machine learning development.
  • Ability to transform complex, algorithmic prototypes into scalable, market-ready solutions.
  • A strong foundation in understanding statistical concepts and algorithms in machine learning.
  • A collaborative team player who thrives in dynamic environments and is adept at sharing knowledge and insights.

Qualifications:

  • Minimum 4 years of practical experience in development, at least two of them as with a  machine learning focus.
  • Exceptional coding skills in Python, with experience in APIs, Kafka, SQL, No-SQL, and other relevant technologies. Strict typing languages are an advantage.
  • Knowledge in machine learning frameworks (e.g., PyTorch, TensorFlow, scikit-learn) and data processing libraries (e.g., Numpy, Pandas).
  • Possess strong problem-solving and critical thinking skills.
  • Proficiency in backend development including RESTful APIs, microservices architecture, and cloud platforms (AWS, GCP, Azure).
  • Experience with version control systems (e.g., Git), CI/CD pipelines, and containerization technologies (Docker, Kubernetes).
  • Understanding of statistical concepts and algorithms used in machine learning.
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