Principal Machine Learning Scientist - Time Series Expert
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Principal Machine Learning Scientist - Time Series Expert
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About Intelmatix
We are a deep-tech AI company founded by a group of MIT technologists and with global presence with offices located strategically in Riyadh, London and Boston, enabling international operation and diverse collaborations with businesses worldwide. We are committed to transforming companies into cognitive enterprises by making our Decision Intelligence technology accessible and easy to integrate
About Intelmatix
We are a deep-tech AI company founded by a group of MIT technologists and with global presence with offices located strategically in Riyadh, London and Boston, enabling international operation and diverse collaborations with businesses worldwide. We are committed to transforming companies into cognitive enterprises by making our Decision Intelligence technology accessible and easy to integrate
Job Overview
Join our team as a Principal Machine Learning Scientist, with a special focus on time series analysis. This pivotal role merges cloud infrastructure, DevOps practices, and advanced machine learning to automate and deploy sophisticated computational models tailored for time series data across diverse industries. You'll lead the development of innovative solutions, driving our technological evolution with a focus on forecasting, predictive analytics and dynamic data modeling
Key Responsibilities
* Specialize in Time Series Analysis: Design and implement machine learning models that excel in forecasting, anomaly detection, and pattern recognition within time series data
* Architect Time Series Machine Learning Pipelines: Create robust pipelines specifically designed for time series data workflows, ensuring scalability, efficiency, and seamless flow from data ingestion to model deployment
* Ensure Data Integrity for Time Series:Conduct thorough audits and cleansing of time series data, develop strategies for managing seasonality, trends, and noise to power insightful predictive models
* Develop Scalable Time Series Algorithms: Craft algorithms and models that are accurate and adaptable for time series data, ensuring reliable predictions and insights from evolving datasets
* From Prototype to Production: Collaborate with the engineering team to transition time series analytical prototypes into optimized, scalable, and integrated production applications
* Drive Business Insights with Time Series Data: Leverage time series analysis to extract actionable insights, informing strategic decisions and promoting business improvements with clear communication to stakeholders
Required Qualifications
* Advanced Expertise in Time Series Analysis: Master’s degree (or equivalent) in a quantitative field (e.g., Computer Science, Engineering) with a strong focus on time series data
* Proven Experience:5+ years in quantitative analytics or data modeling, with a deep understanding of machine learning techniques specific to time series analysis
* Technical Proficiency:Expertise in Python and SQL, with significant experience using time series libraries (e.g., Statsmodels, Facebook Prophet, TensorFlow Time Series) and cloud technologies (e.g., AWS S3/EC2) alongside CI/CD tools (GitHub Actions, Jenkins, AWS CodePipeline)
Preferred Qualifications
* Leadership in Time Series Projects: Experience leading projects focused on time series forecasting and analysis, demonstrating the ability to mentor teams and manage cross-functional projects
* Deep Learning for Time Series:Advanced knowledge in applying deep learning techniques (using TensorFlow, PyTorch) to time series data, enhancing predictive accuracy and model complexity
* Ethical AI and Continuous Learning:A strong understanding of AI ethics and privacy considerations, especially in the context of time series data, coupled with a commitment to continuous learning and staying abreast of the latest trends and research in time series analysis and machine learning
Employee Benefits
At Intelmatix, our benefits package is designed to meet the diverse needs of our employees, reflecting our dedication to their well-being and professional growth. Depending on your office location and specific needs, our benefits may include:
* Medical insurance for you and your dependents
* Salary advance for housing costs
* Role-related training support
* Children's school allowance
* Relocation support
* Travel tickets
* Wellness programs
* Pension contributions
* In-office snacks pantry
We are committed to continuously enhancing our benefits package to adapt to the unique needs and circumstances of our valued team members, ensuring a supportive and enriching environment for everyone at Intelmatix.
Seniority level
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Mid-Senior level
Employment type
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Full-time
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Software Development
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