Research Data Scientist, Cloud Demand Forecasting and Capacity Planning
$147k - $210kDevelop, maintain, and improve forecasting models and capacity planning solutions to support Cloud's business objectives.Make efficient use of Cloud's infrastructure, while achieving service level objectives for Cloud's customers.Make larger, mostly independent, technical contributions by consistently executing and finishing end-to-end tasks towards a larger goal with minimal assistance from team members.Generate the methodologies required to solve ambiguous problems, and take ownership of the solution, often involving many different activities beyond analysis such as supporting launches, working cross-functionally, and creating documentation.Communicate and work with engineers and subject matter experts to become fully integrated with a cross-disciplinary team. Demonstrate working knowledge of data science and related technical areas of the organization, identified as a Google individual contributor by team organizers and leaders.Minimum qualifications:Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.3 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.Preferred qualifications:PhD in Operations Research, Industrial Engineering, Statistics or related field.5 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.4 years of relevant experience (e.g., as a data scientist), including experience applying advanced analytics to planning and infrastructure problems.Experience designing and building statistical forecasting models.Experience designing and building machine learning models.Excellent problem-framing, problem-solving and project management skills.Drive the inventory efficiency, obtainability, and growth of Google Cloud’s compute, storage, and ML products through scalable data science solutions for forecasting organic and inorganic demand, planning and managing capacity, and developing product innovations.As a data scientist on the CCDS (Cloud Capacity Data Science) team, you will develop, maintain, and improve forecasting models and capacity solutions to support Cloud's business objectives. Our customers want a high-quality experience when obtaining and using Google Cloud's infrastructure to run their workloads. Your challenge on most projects will be to enable Cloud to efficiently use its infrastructure and to ensure a high-quality obtainability experience for our customers. You will deploy and contribute to advanced machine-learning models that forecast the organic and inorganic demand for our many Cloud products. In this role, you will also use advanced operations research methods to develop algorithms that recommend actions based on our forecasts of future demand. In addition, you will collaborate with a larger multi-disciplinary team of engineers, program managers, and product managers to optimize our fast-growing fleet's massive scale and flexible configuration.Individual pay is determined by factors including job-related skills, experience, and relevant education or training. US: $147000 - $210000 (USD) + 15% bonus target + equity + benefitsLearn more about benefits at Google.The application window will be open until at least October 1, 2026. This opportunity will remain online based on business needs which may be before or after the specified date.Note: By applying to this position you will have an opportunity to share your preferred working location from the following: Atlanta, GA, USA; Thornton, CO, USA.Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.3 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.
$174.6k - $235k
...11/02/2026Meet the TeamThe Cloud Capacity Planning team makes sure Cisco's cloud... ...at the right time. We turn demand from sales, product and... ...we're bringing AI-powered forecasting into how Cisco plans for the... ...engineering, supply chain, data analytics or a related field...CloudFull timeTemporary workLocal areaWorldwideFlexible hours$138k - $197k
Manage capacity deliverables, plan of records, and schedules. Ensure deliverables... ..., constraints, designs and forecasting mechanisms that impact the... ...highlighting wins, risk, and upcoming demands.Minimum qualifications:... ...management.Experience in data networking architecture....Cloud$159k - $230k
...foundational transportation planning infrastructure to... ...high-fidelity forecast signals, enabling... ...of Warehouses, Data Centers, Suppliers... ...long-range capacity requirements, deliberately... ...to stay ahead of demand. This is not just... ...precision.Google Cloud accelerates every...CloudContract work$110k - $169k
...Description The Pricing Data Engineer builds and... ...significant experience to plan and accomplish... ...workflows to enhance analysis, forecasting, and decision-making... ...preferred Knowledge of cloud data warehouses and... ...conviction records. Physical Demands and Work Environment:...CloudFull timeWork at office$116.8k - $160k
...Services owns the design, planning, delivery, and operation... ...the people who keep the cloud running. We support all AWS data centers and all of the servers... ...seemingly infinite capacity at the lowest possible cost... ...operates to meet the growing demands of our customers. This...CloudWork at officeFlexible hours$136.6k - $184.8k
...owns the design, planning, delivery, and... ...who keep the cloud running. We support all AWS data centers and all... ...seemingly infinite capacity at the lowest... ...the growing demands of our customers... ...Operations, data scientists and other... ...facilities- Experience researching new designs,...CloudLocal areaFlexible hours$116.2k - $229.1k
...Chain Optimization Data Scientist you will be... ...optimization, simulation, forecasting, scheduling,... ...on service, cost, capacity, working capital,... ...supply chain planning or execution processes... ...).· At least 1 Cloud platform certification... ...in operations research, supply chain,...CloudLocal area- ...Data Center Commissioning Engineer (CxE) AWS Infrastructure... ...owns the design, planning, delivery, and... ...the people who keep the cloud running. We support all... ...providing seemingly infinite capacity at the lowest possible... ...and coordination demands onsite. Additionally...CloudFor contractorsWork at officeFlexible hoursShift workNight shiftWeekend work
$136.6k - $184.8k
...Services owns the design, planning, delivery, and... ...who keep the cloud running. We support all AWS data centers and all of... ...seemingly infinite capacity at the lowest possible... ...ready to meet the demands of tomorrow. We work... ...facilities- Experience researching new designs,...CloudWorldwideFlexible hoursDay shift$135k - $162k
...creation and exit planning.Bain & Company is... ...suite of cutting-edge data and software... ...incidents, or complexity demand it. You partner... ....Allocate capacity across pipeline, serving... ...engineers and Data Scientists on production ML,... ...working in a modern cloud ML platform...CloudFull timeWork at officeLocal areaImmediate start$163k - $236k
...usable power and spatial capacity across global data center clusters,... ...reservations alongside machine demand to prevent capacity/... ...capacity automation planning by advocating the... ...machine learning, cloud, and networking infrastructure... ...operations, systems research, and much more....CloudWorldwide$179.9k - $243.4k
...Services owns the design, planning, delivery, and operation... ...the people who keep the cloud running. We support all AWS data centers and all of the servers... ...earn the organization’s capacity, and why. You own the... ...against competing portfolio demands in front of leadership,...CloudContract workFlexible hours- ...for a Director, Industry Demand Marketing to be an... ...into actionable marketing plans and align investments with... ...ecosystem solutions, cloud services, and... ...reviews, KPI scorecards, forecasts, and quarterly business... ...deployment, gain deeper data-driven insights, and drive...CloudWork at officeRemote workWorldwide3 days per week
$186k - $269k
...~8 years of experience in data analysis. ~ Experience with... ...similar. ~ Experience in cloud infrastructure, including... ...understanding of data center capacity planning concepts, including AI chip... ...Agentic tools engineering, demand forecasting, capacity planning, and...CloudTemporary work$153k - $193.8k
...five national health plans, regional health... ...’ Engineering, Data, and Infrastructure... ...delivery lifecycle—from demand intake,... ...ownership, dependencies, capacity requirements, and... ...modern infrastructure, cloud, cybersecurity,... ...capacity forecasting, investment prioritization...CloudFull timeWork experience placementWork at officeLocal areaRemote workVisa sponsorshipFlexible hours$116k - $145k
...itWe are looking for a Data Engineer to join our growing... ...data analysts, data scientists, and product managers... ...contribute to technical planning.Participate in code... ...Experience working with cloud-based data platforms (AWS... ...business needs and market demand. This role may offer...CloudTemporary workLocal areaWorldwide- ...As a Sr. Principal Data Scientist, you will operate at... ...reasoning, tool use, planning, memory, and orchestration... ...& personalization Forecasting, optimization, and... ...integrated with WBD’s cloud data ecosystem (AWS,... ...Mathematics, Operations Research, or related...Cloud
- ...including Google Cloud, Microsoft (Azure)... ...solutions, with staffing plans, solution... ...seller would: accurate forecasting, stage hygiene,... ...not general bench capacity AI-First Innovation... ...general delivery demand Qualifications... ...in cloud, data, enterprise architecture...CloudFull timeLocal areaFlexible hours
- ...GCP Cloud Architect Detailed Job Description for Cloud Ops GCP... ..., OS patching management, data backup and maintenance. Manage... ...infections. Perform capacity planning to determine whether resources... ...to handle expected growth in demand. Monitor the health of applications...Cloud
$116.8k - $160k
...Services owns the design, planning, delivery, and operation... ...the people who keep the cloud running. We support all AWS data centers and all of the servers... ...seemingly infinite capacity at the lowest possible cost... ...gas facilities- Experience researching new designs, technologies...CloudFlexible hours$116.8k - $160k
...Services owns the design, planning, delivery, and operation... ...the people who keep the cloud running. We support all AWS data centers and all of the servers... ...seemingly infinite capacity at the lowest possible cost... ...gas facilities- Experience researching new designs, technologies...CloudWorldwideFlexible hours$116.8k - $160k
...Services owns the design, planning, delivery, and operation... ...the people who keep the cloud running. We support all AWS data centers and all of the servers... ...seemingly infinite capacity at the lowest possible cost... ...gas facilities- Experience researching new designs, technologies...CloudFor contractorsFlexible hours$235k - $265k
...Qumulo's cloud data platform manages exabytes of the world's most demanding data, unifying files, objects, and every workload across edge, core, and cloud.... ...compliance, and business continuity Experience with capacity planning, performance optimization, and TCO analysis...CloudLocal areaFlexible hours$132k - $189k
...deterministic node-level capacity and constraint... ...warehouses and data centers (dock processing... ...both tactical demand supply review... ...medium-to-long-term planning horizons to model... ...variances stemmed from forecast deviation, labor... ...workflows.Google Cloud accelerates every...CloudTemporary workShift work$107.9k - $195.05k
...seeking an experienced Cloud Infrastructure Engineer... ...monitoring automation capacity backup/recovery disaster... ...~ Support capacity planning and cloud-resource optimization... ...because the mission demands it. Were not hiring... ...alignment with market data applicable bargaining agreement...CloudFull timeContract workLocal areaRemote work$138k - $197k
Support the delivery of projects, managing data center constraints (e.g., power, space,... ...Define and manage tooling requirements for planning and delivery.Own and support... ...team projects.Experience with colocation capacity planning, including the use and automation...Cloud- ...We redesign intake and prioritization, so demand meets real capacity, and rebuild the path from request to release so planning, build, review, testing and deployment connect... ...strength in technology and leadership in cloud, data and AI with unmatched industry experience,...CloudFull timeWork experience placementLive inWork at officeLocal area
$136.6k - $184.8k
...a passion for data center design and... ...the growing demands of our customers... ...owns the design, planning, delivery, and... ...people who keep the cloud running. We... ...infinite capacity at the lowest possible... ..., data scientists and other business... ...facilities- Experience researching new designs,...CloudLocal areaFlexible hours$120 - $165 per hour
...EngineerReporting To: Data & Analytics Enablement... ...and providing execution capacity and technology providing... ...continuous improvement.Conduct research and horizon scanning to... ...comprehensive training plans for team members and... ...solution architecture, cloud platforms, data...CloudFull timeTemporary workWork at office2 days per week- ...IowaFinance - Financial Planning & Analysis /Full-... ...complex analyses, forecasting, and financial... ...-end pipeline and capacity visibility by... ...BI capabilities (data modeling, DAX), and... ...Snowflake or similar cloud data warehouses.Proven... ...telehealth and on-demand mental health...CloudFull timeWork at office
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