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Senior Data Scientist (8 to 11 Years)

Fractal Analytics Ltd. · Bengaluru, India

Data Science / AI / Machine LearningSenior LevelQuick applyfull-time6 days ago

About The Role

  • It's fun to work in a company where people truly BELIEVE in what they are doing!
  • We're committed to bringing passion and customer focus to the business.

Job Title: Senior Data Scientist

Job Location: Bangalore, Chennai and Hyderabad

JOB DESCRIPTION

  • ❖ 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.
  • ❖ 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-leadership.

  • Team management and strong stakeholder management skills
  • Leadership skills to manage a span of Data Scientists
  • 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 clients 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

QUALIFICATIONS

REQUIRED QUALIFICATIONS

  • 5.6-11 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 datastructures 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 to go.

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 line

tools like sed/awk

  • Good grasp on databases including RDBMS, NoSQL, MongoDB etc.

EDUCATION

  • B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent
  • -
  • If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

Hiring Related Queries

India: HiringsupportIndia@fractal.ai

Outside India: HiringsupportROW@fractal.ai

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