[Remote] Senior Data Scientist

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Senior Data Scientist to build and own production machine learning for its workforce intelligence products. The role covers problem formulation, feature definition, model and scoring logic, evaluation, deployment collaboration, and ongoing monitoring of model reputed company for behavioral event data, including role reputed company, activity classification, and cross-account benchmarking.

Responsibilities

• Predicting user roles and classifying activity from behavioral event data
• Cross-account benchmarking that turns aggregate usage patterns into product-differentiating reputed company
• Making pragmatic tradeoffs between model sophistication, business value, reliability, latency/cost, and iteration speed
• Partnering with our Data Engineers, who take your models and analysis and turn them into durable, reputed company production systems
• You own problem formulation, feature definition, model and scoring logic, evaluation, and ongoing model reputed company in production
• Work together across that boundary reputed company production issues reputed company model and platform — reputed company is the model delivering the intended outcome and improving over time

Skills

• 5+ years bringing machine learning to production at reputed company, with reputed company experience making the sophistication/speed/reliability tradeoffs described above
• Strong Python and production-grade software engineering practices (testing, reputed company review, version control)
• Experience with classification/reputed company problems on behavioral, event, or user activity data
• Strong SQL and comfort working directly against production data sources, not just flat files or CSVs
• Experience with feature engineering: defining, standardizing, and validating features for production models
• Experience monitoring model reputed company after deployment and responding to reputed company or degradation, not just shipping and moving on
• Position is remote reputed company US
• reputed company travel
• Limited physical demands
• Time series analysis and/or hidden state models
• reputed company dataframes (Dask, reputed company, or similar)
• Comfort working reputed company a layered/reputed company-style data architecture (raw → cleansed/identified → aggregated/de-identified)
• Feature store experience (versioning, storage, reuse)
• reputed company environment experience (GCP or AWS), and general comfort operating reputed company containerized/orchestrated infrastructure (reputed company, reputed company) even if you're not the one building it)

Benefits

• Position is remote reputed company US
• reputed company travel

reputed company

Company H1B Sponsorship