Brillio

Data Scientist - R01542454

Brillio$90K — $130K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's or Master's degree in Data Science, Statistics, Mathematics, Computer Science, Engineering, or related field
  • 5-6 years of experience in data science focused on time series forecasting
  • Proficiency in Python or R for data analysis
  • Strong knowledge of forecasting techniques like ARIMA, SARIMA, and LSTM
  • Experience with cloud tools (AWS, Azure, GCP) and large datasets

Responsibilities

  • Develop and implement time series forecasting models
  • Leverage statistical methods and machine learning for accurate forecasts
  • Clean, process, and transform large datasets for modeling
  • Analyze historical data to identify key drivers of outcomes
  • Collaborate with teams to align forecasting models with business objectives
  • Communicate insights and predictions to technical and non-technical stakeholders
  • Continuously optimize forecasting models with new algorithms and techniques

Benefits

  • Opportunities for professional development
  • Collaborative work environment
  • Flexible work arrangements
  • Access to the latest tools and technologies
  • Health and wellness programs
Full Job Description
Data Scientist
Primary Skills
  • Classification (Decision Trees, SVM), Distance (Hamming Distance, Euclidean Distance, Manhattan Distance), Forecasting (Exponential Smoothing, ARIMA, ARIMAX), Great Expectation, Evidently AI, Hypothesis Testing, ML Frameworks (TensorFlow, PyTorch, Sci-Kit Learn, CNTK, Keras, MXNet), Probabilistic Graph Models, Python/PySpark, R/ R Studio, Regression (Linear, Logistic), SAS/SPSS, Statistical analysis and computing, Tools(KubeFlow, BentoML), T-Test, Z-Test
Specialization
  • Data Science Advanced: Data Specialist
Job requirements
  • Key Responsibilities: Develop and implement time series forecasting models to predict future trends, demand, and performance metrics. Leverage statistical methods, machine learning, and deep learning techniques for accurate forecasting. Work with large datasets from multiple sources and clean, process, and transform data for modeling purposes. Analyze historical data patterns and trends to identify key drivers of future outcomes. Perform data validation, anomaly detection, and ensure data integrity. Collaborate with business and technical teams to understand forecasting needs and ensure models align with business objectives. Communicate findings, insights, and predictions to both technical and non-technical stakeholders. Continuously optimize and improve forecasting models by experimenting with new algorithms, tools, and techniques. Use forecasting models to drive business decisions related to supply chain, demand planning, inventory, and more. Document processes, models, and code to ensure scalability and reproducibility. Key Requirements: Education: Bachelor's or Master's degree in Data Science, Statistics, Mathematics, Computer Science, Engineering, or a related field. Experience: 5-6 years of experience in data science with a focus on time series forecasting. Proficiency in Python or R for data analysis and modeling. Strong knowledge of time series forecasting techniques such as ARIMA, SARIMA, ETS, Prophet, or LSTM. Experience with machine learning algorithms and statistical analysis. Familiarity with tools like SQL, Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch. Experience working with large datasets and data pipelines in a cloud-based environment (AWS, Azure, or GCP). Strong problem-solving skills and the ability to interpret complex data. Excellent communication and presentation skills to translate complex data findings into actionable insights for business teams.

About Brillio

Brillio is a technology consulting and technology services company focused on the implementation of digital technologies.

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Learn more about Brillio
Industry
Founded
2014

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