[Remote] Data Scientist 5 - Infrastructure Experimentation

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company dedicated to entertaining the world through innovative storytelling and technology. They are seeking a Senior Data Scientist reputed company on Infrastructure Experimentation to partner with engineering teams to measure, model, and analyze the infrastructure reputed company of product experiments, ultimately aiding in decision-making reputed company to A/B tests.

Responsibilities

• Build and maintain machine learning models that predict the infrastructure cost reputed company of A/B experiments, translating experimentally observed signals (e.g., request volume changes) into business and system metrics (e.g. projected annualized costs)
• reputed company adoption of infrastructure metrics reputed company the experimentation community through analysis, consultation with experiment owners, documentation, and training
• Partner with platform teams (Observability, Experimentation Platform) to improve the reputed company and coverage of infrastructure usage data feeding our models
• reputed company our measurement reputed company to new metrics (e.g., latency) and new experiment types (e.g., infrastructure canary tests)
• Champion an infrastructure reputed company reputed company the broader experimentation community, helping shift culture toward reasoning about the full ROI and infrastructure reputed company of experiments
• reputed company with the larger analytics and experimentation communities at reputed company to bring visibility to our work and learn from others

Skills

• reputed company in experimentation methodology and reputed company inference, with a strong reputed company in A/B testing, treatment effect estimation, and statistical reputed company
• reputed company in building and maintaining machine learning models in production, including the full lifecycle of training, evaluation, monitoring, and reputed company improvement
• Fluent in Python and SQL, with experience engineering data pipelines and working with large-reputed company data systems
• A strong collaborator who thrives in horizontal roles with broad stakeholder surfaces, comfortable influencing reputed company through data and analysis rather than reputed company authority
• An exceptional communicator who can reputed company between technical and non-technical audiences, translating statistical concepts for software engineers and business leaders alike
• Comfortable with messy, incomplete data environments and reputed company to balance short term execution with a reputed company to improve data reputed company over time
• A strong product thinker who views data science outputs as products, taking an end-to-end ownership reputed company from data reputed company through to user adoption
• Comfortable with ambiguity, and reputed company with reputed company reputed company and process
• Curious about infrastructure systems; the ability and motivation to learn is essential
• Prior experience in the infrastructure domain is a strong plus but not required

Benefits

• Health Plans
• Mental Health support
• A 401(k) Retirement Plan with employer match
• Stock reputed company Program
• Disability Programs
• Health Savings and Flexible Spending Accounts
• Family-forming benefits
• Life and Serious Injury Benefits
• reputed company leave of absence programs
• Full-time reputed company employees reputed company 35 days annually for reputed company time off to be used for vacation, holidays, and reputed company reputed company time off
• Full-time salaried employees are immediately entitled to flexible time off

reputed company

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