Senior Data & Applied Scientist

Senior Data & Applied Scientist

Job Overview

Location
Bengaluru, Karnataka
Job Type
Full Time Job
Job ID
30846
Date Posted
8 months ago
Recruiter
Aarav
Job Views
16

Job Description

Do you want to build the AI that builds the AI?                                                                                                                                             

Today is the world of “pervasive intelligence” where products and processes need to incorporate forms of Machine Learning and data-driven intelligence at a rapid pace. We need more machine learning models than data science teams can create and/or keep up with to meet this demand. This future demands that we make data scientists more productive by empowering anyone needing a quantitative prediction from data with the ability to create, evaluate and deploy ML Models.  

The Automated Machine Learning (AutoML) team is part of the Azure AI Platform and is leading the charter for “Democratizing AI for the Intelligent edge and Intelligent cloud”. 

AutoML team works on developing new meta-machine learning models to automate the construction and tuning of machine learning solutions. The goal of the team is to help expert Data Scientists, Enthusiasts and Business Users to build high quality, enterprise ready, machine learning models with the click of a button. Automated ML covers classification, regression, time series forecasting, natural language processing, computer vision -- and any machine learning task you can build to cover our customer’s needs.  

We are looking for a Senior (Applied) Data Scientist that specializes and has passion for Time Series Forecasting. You will be part of this high-energy team and work on exciting forecasting problems across different domains, e.g., retail, finance, energy, utility, healthcare, transportation etc. In a typical day, you will work closely with talented data scientists, engineers, PMs and customer solution architects. Your work will include cutting edge technologies that enable the automated data processing, featurization and modeling on time series data to solve the practical business forecasting problems. As a successful data scientist in our team, you are open-minded and are great problem-solver who enjoys diving into data, generalizing the pattern, and developing algorithms which work for broader scenarios.  

Responsibilities

The main responsibility of your role includes:  

  • Solving the real-world business problems by developing automated Time Series Forecasting algorithms. 
  • Conducting research and development of new Time Series Forecasting modeling capabilities by collaborating with colleagues from Microsoft Research.  
  • Experimenting and building the prototype of the algorithms and working with engineers to shipping into production. 
  • Mentoring junior data scientist on the team. 

Qualifications

  • Masters or PhD focused on quantitative field such as Statistics, Computer Science, Applied Mathematics, Economics, Physics, or Engineering. 
  • Expertise in statisticsand causal inference. Real-world experience on problems like Demand Forecasting, Optimization, Inventory management is preferred. 
  • Team player with excellent problem solving and data analysis skills. Effective communication skills, both verbal and written.
  • Experience and proficiency in coding related to prototyping as well as production software.
  • Expertise inforecastingPython or R Open-Source ML/Data science packages.  
  • 5+ yearsof working experience in Time Series Forecasting solutions. 

#AIPLATFORM#

 

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request via the Accommodation request form.

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.

Ability to meet Microsoft, customer and/or government security screening requirements are required for this role. These requirements include but are not limited to the following specialized security screenings: Microsoft Cloud Background Check: This position will be required to pass the Microsoft Cloud background check upon hire/transfer and every two years thereafter. 

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