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Fractal

Senior Data Scientist

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  • Posted 4 days ago
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Job Description

Note- Immediate to 30 days

Locations-BENGALURU/MUMBAI/CHENNAI/ PUNE/ NOIDA/ GURUGRAM/ HYDERABAD/ COIMBATORE

About the Company

The team member will be a part of the Artificial Intelligence and Machine Learning, Algorithmic Decision-Making Team (AIML - ADM) and will be working in a fast-paced environment

About the Role

They will be enabling clients to discover how they can leverage their data using advanced and sophisticated AI/ML algorithms. Data Scientists in the AIML-ADM team should have the capability to work on independent statistical and machine learning research/projects

Responsibilities

  • Ability to understand a problem statement and implement analytical solutions & techniques independently, with independently/proactively/thought-leader
  • rship.Team management and strong stakeholder management s
  • kills.Leadership skills to manage a span of Data Science
  • tists.Work with stakeholders throughout the organization to identify opportunities for leveraging company/client data to drive business solutions
  • Fast learner: ability to learn and pick up a new language/tool/platform quickly
  • Conceptualize, design, and deliver high-quality solutions and insightful analysis
  • Conduct research and prototyping innovations; data and requirements gathering; solution scoping and architecture; consulting clients and client-facing teams on advanced statistical and machine learning problems.
  • Collaborate and Coordinate with different functional teams (engineering and product development) to implement models and monitor outcomes
  • .Ability to deliver AIML based solutions around a host of domains and problems, with some of them being Customer Segmentation & Targeting, Propensity Modelling, Churn Modelling, Lifetime Value Estimation, Forecasting, Recommender Systems, Modelling Response to Incentives, Marketing Mix Optimization, Price Optimization

Qualification.

  • Qualifications Required : 8-11 years in core Data Science & Machine Learning projects.
  • Expert-level proficiency in at least one of R and Python
  • Ability to create efficient solutions to complex problems. Strong skills in data structures and ML algorithms.
  • Experience of working on end-to-end data science pipeline: problem scoping, data gathering, EDA, modelling, insights, visualizations, monitoring and maintenance.
  • Problem-solving: Ability to break the problem into small parts and applying relevant techniques to drive required outcomes.
  • Intermediate to advanced knowledge of machine learning, probability theory, statistics, and algorithms.
  • You will be required to discuss and use various algorithms and approaches daily.
  • We use regression, Bayesian methods, tree-based learners, SVM, RF, XGBOOST, time series modelling, dimensionality reduction, SEM, GLM, GLMM, clustering, Deep learning etc. on a regular basis. If you know few of them, you are good

  • Preferred Qualifications
  • Experience in one of the upcoming technologies like deep learning, NLP, image processing, recommender
  • systems.Experience of working in on one or more domains:CPG: pricing and promotion analytics, marketing analytics, trade promotions, supply chain management.
  • BFSI: cross-sell, up-sell, campaign analytics, treasury analytics, fraud detection.
  • Healthcare: medical adherence, medical risk profiling, EHR data, fraud-waste-abuse.
  • Experience in working with Linux computing environment and use of command lintools like sed/awk.Good grasp on databases including RDBMS, NoSQL, MongoDB etc.

Job Location: BLR/MUM/GUR/PUNE/CHENNAI

More Info

About Company

Job ID: 150652061

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