|Job Type:||Full Time|
Azure Capacity Supply Chain and Provisioning is looking for a highly motivated senior level data scientist to help Capacity Supply Chain & Provisioning (CSCP) Organization at Microsoft to predict, optimize and build the future of cloud computing. You will operate as part of a well-established data science team responsible for researching, developing, training and testing state of the art data science models (with an emphasis in machine learning) to forecast demand for Microsoft’s Azure cloud resources. Your contributions will drive significant investment and planning decisions for Microsoft’s vast and rapidly growing cloud business. You will interact closely with fellow data scientists, PMs, engineers, seniorleadershipand other stakeholders by acting as a subject matter expert in machine learning in distributed computing environment.
- Train, test a variety of machine learning models for demand forecasting of Microsoft’s cloudresources
- Work with the data scientists and engineers to bring a wide variety of ML libraries to production.
- Design, test and deployML training and test algorithmsfor optimal run timeusing parallel computing technologies in Azure cloud(such as Databricks.)
- Contribute to the development of our Data Science Machine Learning (DSML) Platform designed to speed up ML model training and testing.
- Research, developand deploy production-gradeutility functions for forecasting, anomaly detection, optimization, clustering, etc.
- Keep abreast ofnew statistical / machine learning techniquesand distributed computing techniques to enhance the performance of DSML Platform.
Bachelors degree in Computer Science or Engineering, Statistics, Applied Mathematics, Operations Research, or similar applied quantitative field.
5+ years of industry experience in developing production-grade statistical and machine learning code in a team environment (experience in agile process is a plus).
Atleast have 5 years of experience in coding in Python (scikit / numpy / pandas / statsmodel) in distributed computing environment.
Experience with deep learning models (e.g., tensorflow, PyTorch, CNTK) and solid knowledge of theory and practice of 3 plus years.
At least 3 years of experience with typical data management systems and tools such as SQL.
Knowledge and ability to work within a large-scale computing context, and 3 years of hands-on experience with Hadoop, Spark, DataBricks or similar.
MS or PhD in Computer Science or Engineering, Statistics or Applied Mathematics, Operations Research, or similar applied quantitative field.
Experience in distributed computing environment (experience in R is a plus)
Experience with maintaining a large code base using code versioning systems such as git.
Experience in agile process is a plus.
Experience in understanding business needs and translating them into technical solutions.
Excellent interpersonal and communication (verbal and written) skills.
Excellent creative thinking skills with emphasis on developing innovative methods to solve hard problems under ambiguity and no obvious solutions.
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.
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. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. 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.