Lead Data Scientist - Demand Forecasting

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
6-10 years
Karnataka
Data Science Analytics & Machine Learning
Work from Office
Full Time

Posted: 1 year ago
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Job Description

    About Asper.ai:

    At Asper.ai, the organization is dedicated to transforming businesses into adaptive, intelligent enterprises by facilitating autonomic decision-making at the convergence of demand and supply. The platform, fueled by advanced AI and machine learning technologies, streamlines intricate decision-making processes, fostering growth and enhancing workflows in sectors like CPG, retail, and supply chain management. As a member of the Fractal family, the goal is to innovate business decision-making by furnishing data-driven insights that yield tangible outcomes.

    About the Role:

    Currently, there is an opportunity for an adept Lead Data Scientist to become a part of the expanding team at Asper.ai. In this significant role, you will leverage your proficiency in machine learning, deep learning, and data science to tackle intricate business challenges, specifically focusing on demand forecasting, supply chain optimization, and price recommendation.

    • Job Title: Lead Data Scientist
    • Location: Bangalore | Hybrid
    • Reporting to: Director of Data Science
    • Position Type: Senior Individual Contributor
    • What you are going to do:
    • Conduct exploratory data analysis to reveal trends, patterns, and insights from sophisticated datasets.
    • Develop, train, and implement machine learning and deep learning models for time series scenarios like demand forecasting, inventory management, and pricing.
    • Extract data insights, generate visual representations, and convey findings to both technical and non-technical stakeholders.
    • Construct and sustain data science pipelines for model creation, deployment, monitoring, and enhancements.
    • Collaborate with engineering, product, and business teams to incorporate models into operational systems and align them with client objectives.
    • Research and prototype novel algorithms and modeling techniques to enhance solution performance.
    • Monitor and assess model performance, making iterative adjustments based on findings.

    What we are looking for:

    • A minimum of 6 years of experience in roles related to data science, machine learning, or analytics.
    • Hands-on experience with time series analysis, forecasting, and predictive modeling.
    • Proficiency in Python (NumPy, pandas, Scikit-learn, TensorFlow, or PyTorch), SQL, and Excel.
    • Familiarity with deploying machine learning solutions and managing model life cycles.
    • Capability to collaborate with engineering and product teams to define and execute projects.
    • Ability to elucidate modeling decisions, data assumptions, and outcomes to stakeholders.
    • Exposure to statistical methods, optimization, and model monitoring frameworks.
    • Previous experience working within CPG, FMCG, or retail industries is advantageous.

    Why Join Asper.ai

    • Play a pivotal role in revolutionizing how businesses in CPG, retail, and supply chain sectors make data-informed decisions.
    • Engage in cutting-edge AI/ML initiatives that challenge the frontiers of decision-making automation.
    • Be part of a collaborative and inclusive work environment that fosters innovation and personal development.
    • Join a rapidly growing, innovative AI company with prospects for career advancement and leadership.

    What We Offer:

    • Competitive salary and benefits package.
    • A dynamic, inclusive work culture that promotes continual learning and development.
    • Opportunities to contribute to impactful projects that will influence the future of decision-making at scale.

    Ready to create an impact and become a part of an AI-powered revolution If you are passionate about data science and adept at solving intricate challenges in the CPG, FMCG, or retail industries, Asper.ai looks forward to hearing from you!,

Skills

PythonData AnalysisData ScienceDeep LearningMachine LearningPredictive ModelingAi/mlData ScientistAnalyticsAiMlSqlOptimizationData SciencePredictive ModellingDeep LearningPythonExcelForecastingTime Series AnalysisMachine LearningStatistical MethodsSQL

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