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Data Scientist
hace 1 mes
Centric Software is a leading provider of AI-driven competitive assortment benchmarking and market trend insights solutions for fashion, beauty, and home goods brands and retailers.
Job DescriptionWe are seeking a highly skilled and innovative Data Scientist to join our team and contribute to the research and implementation of cutting-edge Large Language Models for analyzing and giving insights from our raw data and reports in the fashion retail industry.
Key Responsibilities- Design and develop machine learning models to analyze and process large datasets
- Implement and deploy Large Language Models using Keras, PyTorch, or other deep learning frameworks
- Collaborate with the engineering team to integrate machine learning models with our cloud-based infrastructure
- Work with our data engineering team to design and implement data pipelines for large-scale data processing
- Develop and maintain high-quality code using Python, Django, and other relevant technologies
- 3+ years of experience working as a software engineer
- Bachelor's degree in Computer Science, Engineering, or related field
- 3+ years of experience as a production-level Python developer and deep learning frameworks
- Machine learning and Python data libraries like scikit-learn, pandas, or numpy
- Experience with NLP (Natural Language Processing)
- Experience with LLMs: RAG (Retrieval-Augmented Generation), LangChain, Prompt Engineering, etc.
- Django ORM
- PostgreSQL or other relational databases
- Familiar with Transformers and other SOTA deep learning architectures
- Familiar with HuggingFace and out-of-the-box LLMs
- Image processing libraries like OpenCV or Pillow
- NLP processing libraries such as Spacy or NLTK
- Asynchronous processes with RabbitMQ and Celery
- System monitoring with InfluxDB, Grafana
- Working knowledge of containers (Docker)
- Experience working with cloud-based infrastructures (AWS, Azure...)
This is an exciting opportunity to join a dynamic team of data scientists and engineers who are passionate about using machine learning and AI to drive business insights and innovation.
We offer a collaborative and fast-paced work environment, with opportunities for professional growth and development.
Centric Software is an equal employment opportunity employer and welcomes applications from diverse candidates.