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Technical Qualifications
- 5+ years of work experience including SaaS systems
- Bachelor’s degree or higher in a related field
- Experience with Object Oriented Programming principles and strong coding skills on Python or any other OO programming languages
- Skills on manually and programmatically interacting with data stored in traditional (relational) databases (MSSQL or PostgreSQL) as well as NoSQL databases and/or columnar data formats
- Solid understanding of machine learning & data science concepts
- Experience with developing and deploying end to end Machine Learning solutions including Machine Learning model serving strategies and inference services
- Experience with Python Data Science / Machine Learning libraries NumPy, Pandas, sklearn, mlflow, lightgbm, xgboost, Tensorflow, PyTorch
- Experience with Python backend development frameworks (e.g., Flask, Django, FastAPI)
- Familiarity with LLMs and Generative AI technologies
- Ability and motivation to self-teach while entering new domains and managing through ambiguity
Preferred Qualifications
- Knowledgeable on Deep Learning and its fields including NLP, Large Language Models, Computer Vision
- Knowledgeable of modern big data solutions and distributed platforms for processing large and complex data sets
- Familiarity on supply chain analytics problems such as demand forecasting, inventory and price optimization
- Familiarity with DevOps, MLOps, DataOps, and Platform Engineering concepts
Key Skills
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