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Data Scientist

Fractal Analytics
Bengaluru, Noida, Mumbai
1 to 6 years
Bengaluru, Noida, Mumbai
1 to 6 years
68% Matching
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  About opportunity

Job Responsibilities

  • Ability to understand a problem statement and implement analytical solutions & techniques independently with independently/proactively/thought-leadership.
  • Work and collaborate with other teams to deliver and create value for clients
  • 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.
  • Ability to deliver AI/ML based solutions around a host of domains and problems, with some of them being: Customer Segmentation & Targeting, Propensity Modeling, Churn Modeling, Lifetime Value Estimation, Forecasting, Recommender Systems, Modeling Response to Incentives, Marketing Mix Optimization, Price Optimization

Experience (required)

  • Expert level proficiency in at least one of R and Python
  • Ability to discover efficient solutions to complex problems. Strong skills in data-structures and algorithms.
  • Experience of working on a project end-to-end: problem scoping, data gathering, EDA, modelling, insights and visualizations
  • Problem-solving: Ability to break the problem into small problems and think of relevant techniques which can be explored & used to cater to those
  • Intermediate to advanced knowledge of machine learning, probability theory, statistics and algorithms. You will be required to discuss and use various algorithms and approaches on a daily basis.
  • We use regression, Bayesian methods, tree-based learners, SVM, RF, XGBOOST, time series modeling, dimensionality reduction, SEM, GLM, GLMM, clustering etc on a regular basis. If you know few of them you are good to go.

Experience (good to have)

  • 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 line tools like sed/awk
  • Grasp of databases including RDBMS, NoSQL, MongoDB etc.

Educational and experience qualification
- PhD preferred
- B.Tech / M.Tech in Computer Science / Mathematics / Signal Processing or related fields from one of the premier Institutes (IITs/NITs/BITS)
- 1 to 6 years of demonstrable experience designing ML/statistical solutions to complex business problems at scale.
- Positions are open for Data Scientist as well as Senior Data Scientist

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Hiring Team
Prashant Joshi and other hiring team at Fractal Analytics in Bengaluru, Noida, Mumbai

Prashant Joshi

Has worked with Big Data, Time Series Analysis, Team Management and currently working as Fellow & Head - Artificial Intelligence and Machine Learning

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Data Scientist

Fractal Analytics   •   Bengaluru, Noida, Mumbai