Applyπ United States, Latin America, India
π§ Full-Time
π Software Development
π’ Company: phDataπ₯ 501-1000π° $2,499,997 Seed about 7 years agoInformation ServicesAnalyticsInformation Technology
- 3-5+ years hands-on experience in building models and developing algorithms for real-world applications and data-driven optimizations
- Depth of knowledge in advanced mathematics, machine learning, and statistics
- Strong computer science fundamentals: data structures, algorithms, distributed systems
- Mastery of one or more data analysis languages such as R, Python, PySpark, and SQL
- Experience with data science tools including Python scripting, NumPy, SciPy, matplotlib, scikit-learn, Jupyter notebooks, bash scripting
- Experience with XGBoost, Facebook Prophet, Random Forests, and other major data science algorithms and packages
- Collaborate closely with diverse stakeholders to gather business requirements and translate them into technical specifications to inform model design and implementation
- Conduct data manipulation required for model pre- and post-processing (preparing the data)
- Author articulate reports, visualizations, and presentations to communicate your process and results to stakeholders with varying levels of technical understanding
- Engage with interdisciplinary development teams, such as data engineers and machine learning engineers, to leverage MLOPs frameworks to support the longevity of models (work across functional teams)
- Proactively and independently engage with customers and take ownership for building models and implementing data science best practices unique to each project
- Drive thought leadership in the data science community by actively contributing to open source projects, sharing insights through engaging talks, and advancing global data science practices
AWSPythonSQLBashData AnalysisMachine LearningNumpyAlgorithmsAzureData Structures
Posted 3 months ago
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