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Senior Data Scientist
Company | Samsung |
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Location | Vancouver, BC, Canada |
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Salary | $100130 – $155540 |
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Type | Full-Time |
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Degrees | Master’s |
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Experience Level | Senior |
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Requirements
- Master’s degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent professional field
- 5+ years of working experience in data scientist/analyst role building and deploying ML/AI models or hands on experience developing deep learning and predictive models
- Expertise in SQL
- Experience creating visualization & dashboards using tools like Tableau or Apache Superset
- Expertise in Python using e.g. SciKit-Learn, Pandas, TensorFlow, Keras, Deep Learning Framework etc.
- Experience with Generative AI technology, LLM and RAG
- Experience with various AWS services (e.g. EC2, S3, Athena, Lambda, Kinesis Firehose, Redshift)
- Strong communication and team working skills
Responsibilities
- Design and build advanced machine learning and AI models to address business challenges, and generate reports
- Analyze data in order to understand usage and performance of the Samsung Health service
- Apply and innovate latest advances in LLM, NLP and recommender systems to build innovative solutions
- Collaborate with data engineers to develop data and model pipelines
- Work on complex issues where analyzing customer situation or business data requires an in-depth evaluation of variables. Exercises judgement in selecting methods, techniques and evaluation criteria to obtain results.
Preferred Qualifications
- Experience with Mobile industry and/or experience with Digital Healthcare
- AWS / GCP / Azure certification
- Experience with Airflow, EKS, EMR, Redshift, Kubernetes
- Experience with CICD tools such as Github Actions or CircleCI