Data and Applied Scientist II

1 month ago

bangalore, India Microsoft Full time

Overview

Microsoft’s Cloud business is experiencing explosive growth, and the Capacity, Supply Chain & Provisioning (CSCP) organization is responsible for enabling the infrastructure underlying this growth. Our mission is to deliver the world’s computer with an industry-leading supply chain. CSCP is responsible for strategic sourcing, customer demand forecasting, capacity planning and management, supply chain planning and execution, capacity provisioning, and decommissioning and dispositioning of datacenter assets worldwide.

Cloud Capacity Planning is one of the most central functions within CSCP due to its direct impact on Microsoft cloud business success. This team forecasts, plans and manages the majority of Microsoft’s cloud services and directly influences cloud user experience. This is a central function that closely partners with Engineering, Finance, Supply Chain, Data Centers, NPI and Deployment Engineering.

India Center-of-Excellence (CoE) is a comparatively new team which offers capabilities to make planning processes efficient and best-in-industry by bringing expertise in areas like Supply Chain Management, Data Science, Engineering and Analytics. The team is growing very fast to get ahead of the Cloud Supply Chain demand increase and set up practices for structured long, medium and short-range planning.

Qualifications

Required Qualifications:

M.Sc. in Statistics, Applied Mathematics, Applied Economics, Computer Science or Engineering, Data Science, Operations Research or similar applied quantitative field 4-8 years of industry experience in developing production-grade statistical and machine learning code in a collaborative team environment. Prior experience in machine learning using R or Python (scikit / numpy / pandas / statsmodel). Prior experience in time series forecasting. Prior experience with typical data management systems and tools such as SQL. Knowledge and ability to work within a large-scale computing or big data context, and hands-on experience with Hadoop, Spark, DataBricks or similar. Excellent analytical skills; ability to understand business needs and translate them into technical solutions, including analysis specifications and models. Creative thinking skills with emphasis on developing innovative methods to solve hard problems under ambiguity and no obvious solutions. Good interpersonal and communication (verbal and written) skills, including the ability to write concise and accurate technical documentation and communicate technical ideas to non-technical audiences.

Preferred Qualifications:

PhD in Statistics, Applied Mathematics, Applied Economics, Computer Science or Engineering, Data Science, Operations Research or similar applied quantitative field. Experience in machine learning using R or Python (scikit / numpy / pandas / statsmodel) with skill level at or near fluency. Experience with deep learning models (e.g., tensorflow, PyTorch, CNTK) and solid knowledge of theory and practice. Practical and professional experience contributing to and maintaining a large code base with code versioning systems such as Git. Knowledge of supply chain models, operations research techniques, optimization modelling and solvers.

Responsibilities

Researching and developing production-grade models (forecasting, anomaly detection, optimization, clustering, etc.) for our global cloud business by using statistical and machine learning techniques. Manage large volumes of data, and create new and improved solutions for data collection, management, analyses, and data science model development. Drive the onboarding of new data and the refinement of existing data sources through feature engineering and feature selection. Apply statistical concepts and cutting-edge machine learning techniques to analyze cloud demand and optimize our data science model code for distributed computing platforms and task automation. Work closely with other data scientists and data engineers to deploy models that drive cloud infrastructure capacity planning. Present analytical findings and business insights to project managers, stakeholders, and senior leadership and keep abreast of new statistical / machine learning techniques and implement them as appropriate to improve predictive performance. Oversees and directs the plan or forecast across the company for demand planning. Evangelizes the demand plan with other leaders. Drives clarity and understanding of what is required to achieve the plan (e.g., promotions, sales resources, collaborative planning, forecasting, and replenishment (CPFR), budget, engineering changes) and assesses plans to mitigate potential risks and issues. Oversees the analysis of data and leads the team in identifying trends, patterns, correlations, and insights to develop new forecasting models and improve existing models. Oversees development of short and long term (e.g., weekly, monthly, quarterly) demand forecasts and develops and publishes key forecast accuracy metrics. Analyzes data to identify potential sources of forecasting error. Serves as an expert resource and leader of demand planning across the company and ensures that business drivers are incorporated into the plan (e.g., forecast, budget). Leads collaboration among team and leverages data to identify pockets of opportunity to apply state-of-the-art algorithms to improve a solution to a business problem. Consistently leverages knowledge of techniques to optimize analysis using algorithms. Modifies statistical analysis tools for evaluating Machine Learning models. Solves deep and challenging problems for circumstances such as when model predictions are not correct, when models do not match the training data or the design outcomes when the data is not clean when it is unclear which analyses to run, and when the process is ambiguous. Provides coaching to team members on business context, interpretation, and the implications of findings. Interprets findings and their implications for multiple businesses, and champions methodological rigour by calling attention to the limitations of knowledge wherever biases in data, methods, and analysis exist. Generates and leverages insights that inform future studies and reframe the research agenda. Informs both current business decisions by implementing and adapting supply-chain strategies through complex business intelligence. Connects across functional teams and the broader organization outside of Demand Planning to advocate for continuous improvement and maintain best practices. Leads broad governance and rhythm of the business processes that ensure cross-group collaboration, discussion of key issues, and an opportunity to build proposed solutions to address current or future business needs. Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.Industry leading healthcareEducational resourcesDiscounts on products and servicesSavings and investmentsMaternity and paternity leaveGenerous time awayGiving programsOpportunities to network and connect

  • Data Scientist II

    1 month ago

    bangalore, India G2 Full time

    About the Role G2 is looking for a Data Scientist II, this role encompasses leading model development and contributing to machine learning product development. You'll own end-to-end data science workflows, experiment with advanced algorithms, mentor junior team members, and drive innovation within the data science domain. You will work on...

  • Data Scientist

    1 month ago

    bangalore, India Applied Materials Full time

    Data Scientist Key Responsibilities Applies Data Analysis methodologies to solve customer high value problems (HVP) like chamber/ tool matching, defect reduction, yield improvement, technology/ recipe transfer to High Volume Manufacturing fabs, preventive/ corrective maintenance activities etc. Collaborating with Technical Consultants &...

  • Applied Scientist II

    1 day ago

    bangalore, India ADCI - Karnataka Full time

    Amazon is looking for a passionate, talented, and inventive Scientist with a strong machine learning background to help build industry-leading Speech and Language technology. Our mission is to push the envelope in Automatic Speech Recognition (ASR), Natural Language Understanding (NLU), and Audio Signal Processing, in order to provide the best-possible...

  • Applied Scientist II, Content Experience

    1 month ago

    bangalore, India ADCI - Tamil Nadu Full time

    Are you interested in changing the Digital Reading Experience? We are from Kindle Books Team looking for a set of Scientists to take the reading experience in Kindle to next level with a set of innovations!We envision Kindle as the place where readers find the best manifestation of all written content optimized with features that enable them to get the most...

  • Applied Scientist II, Analytics Technology and Engineering

    1 month ago

    bangalore, India ADCI - Karnataka Full time

    Job DescriptionATE(Analytics Technology and Engineering) team is responsible for creating core analytics, science capabilities, platforms development and data engineering. We develop scalable analytics applications and research modeling to optimize operation processes.. You will work with professional software development managers, data engineers, data...

  • Principal Applied Scientist

    4 days ago

    bangalore, India Microsoft Full time

    Overview The Microsoft AI organization is responsible for creating impactful AI solutions that empower individuals and businesses. Our work is focused on keeping Bing safe for our customers. We need someone who is excited to do this on a web-scale, which impacts billions of queries per day and millions of users. This happens through extensive data...

  • Data Scientist II

    3 weeks ago

    Bangalore Metropolitan Area, India Condé Nast Technology Lab Full time

    Senior Data ScientistCondé Nast is a premier media company renowned for producing the highest quality content for the world's most influential audiences, attracting over 100 million consumers across its industry-leading print, digital, and video brands.Condé Nast is home to many of the world's most celebrated magazine and website brands. The company's...

  • Data Scientist

    1 month ago

    bangalore, India Multi Recruit Full time

    Roles and Responsibility Looking for a data scientist who will help usdiscover the information hidden in vast amounts of data and help usmake smarter decisions to deliver even better products. Your primary focus willbe on applying data mining techniques, doing statistical analysis,and building high-quality prediction systems & recommendation...

  • Senior Data

    1 week ago

    bangalore, India Microsoft Full time

    Overview Security represents the most critical priorities for our customers in a world awash in digital threats, regulatory scrutiny, and estate complexity. Microsoft Security aspires to make the world a safer place for all. We want to reshape security and empower every user, customer, and developer with a security cloud that protects them with end...

  • Machine Learning Scientist II

    1 month ago

    bangalore, India Expedia Group Full time

    Machine Learning Scientist II This role sits centrally within the Product & Technology division but with a focus on building ML solutions to power Expedia Groups B2B Business. You will join a team that builds end-to-end ML solutions for ranking problems, recommendation engines as well as optimizing our pricing and commission offerings contributing...

  • Applied Scientist

    1 week ago

    bangalore, India Procore Technologies Full time

    Job DescriptionWe’re looking for an experienced person to join Procore’s growing Applied Science and ML team (part of our Data, Technology, and Security organization). In this role your skills will be put to work towards our data team’s vision of enabling a data-driven Procore to fuel efficient and scalable growth. In this role you will have the...

  • Data Scientist

    1 week ago

    bangalore, India Novo Nordisk AS Full time

    Department  – Commercial Analytics Are you passionate about using data to drive business insights and recommendations? Do you have experience in developing and deploying machine learning models? We are looking for a talented Data Scientist to join our team in Finance Global Business Services (GBS) at Novo Nordisk. If you are ready to take on...

  • Senior Data Scientist

    1 month ago

    bangalore, India Victoria's Secret Full time

    Description TITLE: Senior Data Scientist DEPARTMENT: Data Sciences & Analytics LOCATION: Bangalore, India TEAM: The Enterprise Data Sciences & Analytics is an upstart CoE team, incubated within Victoria’ Secret & CO. (VS&Co), building the best-in-class suite of Data Science & Analytics Products that power the best shopping experience...

  • Data Scientist

    1 month ago

    bangalore, India TALCHEMIST Full time

    Job Description The senior data scientist will get the opportunity to work in an agile software development enviornment addressing machine learning and optimization analytics problems. The senior data scientist will be part of cross diciplinary data science team working on software development projects, typically involving large, complex data sets. They will...

  • Data Scientist

    1 week ago

    bangalore, India Conneqt Digital Full time

    ConneQt Digital is Hiring for Data Scientist.5+ Relevant experience in Data Scientist is Mandatory.Immediate Joiners PreferredBangalore Location - Work form OfficeData Science:Python expert level, Analytical, Different models works, Basic concepts, CPG(Domain).Statistical Models & Hypothesis , TestingMachine Learning ImportantBusiness Understanding, ...

  • Data Scientist

    1 week ago

    bangalore, India Boeing Full time

    Description The Boeing Company is looking for an Experienced Data Scientist who can play lead role in developing and building next generation AI & ML products and services. As part of the core data science group, candidate will lead project teams in developing innovative, reusable, and scalable solutions. This position will work effectively with...

  • Data Scientist

    2 weeks ago

    Bangalore, India Philips Full time

    Job TitleData ScientistJob DescriptionJob title:Data ScientistYour role:In order to create a positive customer experience, this role is responsible for the creation of meaningful information and compelling, actionable business insights leveraging existing/ new data sources, employing advanced analytics, modelling and AI techniques. The insights should drive...

  • Senior Applied Scientist

    1 week ago

    bangalore, India ADCI - Tamil Nadu Full time

    Are you passionate about transforming the digital reading and publishing landscape? The Kindle Books Team is at the forefront of revolutionizing the publishing and reading experience for millions worldwide. We are seeking innovative Applied Scientists to join us at the forefront of the digital transformation in the publishing industry. Our team is dedicated...

  • Data Scientist

    1 month ago

    bangalore, India ExxonMobil Corporation Full time

    What you will do Work with data scientists, computational scientists, engineers, software developers, and geoscientists across the globe to develop, deliver and apply computational tools, models, or software to support our business. Use machine learning, pattern recognition, deep learning, statistical analysis and data visualizations – along...

  • Data Scientist

    1 month ago

    bangalore, India Recruiter Wings Consultancy Full time

    We are looking for an experienced (2-3 years) Data scientist to join our team in Bangalore. Someone who can help theclient to build scalable, reliable, and secure Data analytic solutions. Required 1+ year of experience working with LLMs, such as GPT-3, BERT, or other generative AI models.Strong software development skills with proficiency in one or more...