Senior Data Scientist (8 to 11 Years)
Job Summary
Its fun to work in a company where people truly BELIEVE in what they are doing!
Were 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/ in Computer Science or related technical degree OR Equivalent
If you like wild growth and working with happy enthusiastic over-achievers youll enjoy your career with us!
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Required Experience:
Senior IC
About Company
Fractal Analytics helps global Fortune 100 companies power every human decision in the enterprise by bringing analytics and AI to the decision.