Data Scientist
Job details
Data Scientist – AI for Observability and IT Operations Optimization Company Background: TekRek has partnered with a 150+ person digital solutions firm that empowers businesses to focus on scaling capabilities without the burden of complex IT systems. This role would be in a newly created R&D team that’s focused on applying the newest technologies to help the company grow. It is a 2 day a week in office hybrid role. Job Description: As a core member of the Data Science team, you will:
- AI Development : Lead the design and deployment of advanced machine learning and Generative AI components for IT operations optimization, including predictive monitoring, anomaly detection, and automated incident mitigation.
- Feature Engineering : Automate feature selection and engineering processes to identify key metrics from vast datasets.
- Model Maintenance : Develop frameworks to monitor model performance, integrate business feedback, and automate retraining workflows to ensure continued accuracy and effectiveness.
- Data Pipeline Creation : Build robust pipelines for data acquisition, ensuring data quality and relevance.
- 8+ years of progressive data science experience
- Proven expertise in multivariate time-series modeling, including anomaly detection and forecasting.
- Hands-on experience with machine learning techniques (supervised and unsupervised) for optimizing system performance.
- Advanced knowledge of Python and associated libraries (TensorFlow, PyTorch, scikit-learn, ARIMA, Prophet).
- Proficiency in Generative AI technologies, including vector databases and summarization tools.
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