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Job Details
Posted date: Nov 14, 2024
There have been 6 jobs posted with the title of Senior Data and Applied Scientist all time at Microsoft.There have been 6 Senior Data and Applied Scientist jobs posted in the last month.
Category: Research, Applied, & Data Sciences
Location: Redmond, WA
Estimated salary: $183,700
Range: $117,200 - $250,200
Employment type: Full-Time
Travel amount: 25.0%
Work location type: Up to 50% work from home
Role: Individual Contributor
Description
The Microsoft AI (Artificial Intelligence) Multimedia Index Selection team is looking for a Senior Data and Applied Scientist to help us build the next generation platform for Bing and Microsoft AI.Our mission is to construct the most comprehensive, rich, clean, diverse and fresh image index, that serves as the cornerstone for all Image related search scenarios at Microsoft. We are at the forefront of Image index quality, developing AI models for Image content discovery, selection, ranking, and processing.
Maintaining a comprehensive, rich, diverse, clean, and fresh index presents significant challenges that require a strategic approach. We must balance various improvement pillars while making necessary tradeoffs to ensure scalability and efficiency for billions of images. Our commitment to innovation and imagination is tempered by the need to be mindful of cost and latency. Our challenges are diverse and complex, including:
Image Content Discovery: Efficiently and swiftly identifying a wide array of Image content by crawling the internet.AI Selection and Ranking Models: Training and developing SLM, LLM, Deep learning, and ML models for index selection and document understanding leveraging text and pixel information.Real-Time Indexing: Designing and implementing models and pipelines that support near-real-time (NRT) indexing and ensure content freshness.AI Integration: Innovating methods to leverage AI within platform for optimal inference.This is a great opportunity for someone who loves to tackle deep technical challenges and strives for industry-wide impact. In this role, you will be instrumental in bringing new AI technology into production, pushing the boundaries of state-of-the-art (SOTA) both within the company and in the broader industry to fulfill Multimedia product requirements. You will play a significant role in the research, design, development, data analysis, feature creation, and implementation of applied research projects, applying scientific principles and techniques to solve real world problems. You will create Deep learning, SLM, LLM, and multimodal models to analyze and interpret various forms of content to enhance system capabilities, manage models and data at a Pentabyte scale, and address the extreme challenges posed by new generation AI systems.
Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals. Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyond.
Master a broad area or research and understand any applicable research techniques. Serve as a team expert on changes in industry trends, products, and other advances, and apply this knowledge to influence product needs.Review business and product requirement, incorporate research, and provide strategic direction for problem solving. You’ll also ensure scientific rigor, support the development of methods, and apply your expertise to support business impact.Identify and inspire peers and new research talent to join Microsoft, build relationships, and advocate for research initiatives. Share research findings through industry outreach, collaborate with the academic community, and help develop the recruiting pipeline.Document work and experimentation results and share findings to promote innovation. Provide guidance when capturing processes and contribute to ethics and privacy policies related to research processes and data collection.Research and develop LLMs (Large Language Models), SLMs (Small Language Models), ML (Machine Learning), DL (Deep Learning) techniques to extract document data, parsing, clustering, selection, ranking, etc.Enable everyday experimentation on petabytes of web multimedia index data using Big Data technologies. Perform data analysis and experimentation for business centric metrics and deliver SOTA (State of the Art) models for Image index platform.Collaborate with other teams in Microsoft and work with other engineers, scientists and product managers.
Qualifications
Required Qualifications:Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 4+ years related experience (e.g., statistics predictive analytics, research)OR Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience (e.g., statistics, predictive analytics, research)OR Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 1+ year(s) related experience (e.g., statistics, predictive analytics, research)OR equivalent experience.1+ years experience developing and deploying AI products or systems at multiple points in the product cycle from ideation to shipping.1+ years experience developing AI models in live production systems, as part of a product team.Preferred Qualifications:
Master's Degree in Statistics, Econometrics, Computer Science, Electrical, or Computer Engineering, or related field AND 6+ years related experience (e.g., statistics, predictive analytics, research)OR Doctorate in Statistics, Econometrics, Computer Science, Electrical, or Computer Engineering, or related field AND 3+ years related experience (e.g., statistics, predictive analytics, research)OR equivalent experience.3+ years experience developing and deploying AI products or systems at multiple points in the product cycle from ideation to shipping.3+ years experience developing AI models in live production systems, as part of a product team.
Applied Sciences IC4 - The typical base pay range for this role across the U.S. is USD $117,200 - $229,200 per year. There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $153,600 - $250,200 per year.
Certain roles may be eligible for benefits and other compensation. Find additional benefits and pay information here: https://careers.microsoft.com/us/en/us-corporate-pay
Microsoft will accept applications for the role until November 28, 2024.
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.
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