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Senior Data Scientist - Gurgaon


ऐप्लिकेशन की अंतिम तिथि: 31 Dec ' 18

Job Description

  • Location: Gurgaon
Profile Description -

Formulate and solve Operational Research problems aimed at optimizing the company's supply chain network and automating daily operations.

Client Details -

The client is India's largest and most profitable fulfillment company for digital commerce.

Description -

- Collaborate with cross-functional teams including but not limited to Engineering, Products, Operations, Sales, Marketing, Security, Customer Service, etc. to breakdown complex business problems and recommend data science products

- Translate business processes to mathematical models

- Take ownership of a project and be able to work independently with little supervision

- Formulate and solve Operational Research problems aimed at optimizing the company's supply chain network and automating daily operations

- Use statistical methods for analysing large datasets

- Code system prototypes in an object oriented language or scripting/modeling language

- Disseminate original research in peer reviewed journals and conferences

Profile -

- Degree (B.Tech, MS, PhD or equivalent) in Computer Science, Mathematics, Operational Research, Statistics or Natural Sciences

- 1-7 years of work experience in data science and statistical modeling for DS, 3+ for Sr. DS

- A very clear understanding of probability and statistics, analytical approach to problem-solving, and capability to think critically on a diverse array of problems

- Practical and Theoretical knowledge of OR Tools: Mathematical Programming (Linear/Non-linear techniques), Graph Theory, Simulation, Convex Optimisation, Transportation Problem, Vehicle Routing Problem, Facility Location Problem, Queuing Theory, Inventory Management, Forecasting Techniques, etc.

- Knowledge about meta-heuristics like Genetic Algorithm, Tabu Search, Simulated Annealing, etc would be beneficial.

- Understanding of Mixed Integer Programming techniques to leverage commercially available libraries such as CPLEX, COIN-OR, Google OR-Tools, R and adapt them as required

- Familiarity with statistical methods such as hypothesis testing, forecasting, time series analysis, etc - gained through work experience or graduate level education

- Expertise in at least one of the following languages: Python, Java, C++

- Experience with relational databases NoSQL databases such as MongoDB, Elastic Search, Redis or any graph database

- Experience in handling geospatial data such as PostGIS will be appreciated

- Skilled at data visualization and presentation

- Good communication skills with both technical and business people

- Experience with big data tools like Spark, Hadoop is a plus

- Publications in peer-reviewed journals will count in your favor

- Most importantly, an inquisitive mind, an ability for self-learning and abstraction along with a risk appetite for experimentation and failure
  • वेतन (₹): As Per Industry
  • अनुभव (साल) : 1 to 3
  • कार्य का प्रकार: Full Time
  • लिंग: No preference
  • शिक्षा: Graduate / Diploma

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