Sr. Data Scientist with Statistics Background - Twitch
Tavant Technologies · Bengaluru · onsite · Posted 50d ago
Undisclosed8–13 yrsfulltimeSourced from
About a minute. You'll make an account on the way through.
About this role
Required Skills
- Statistics & Time-Series Analysis:** EWMA, seasonal decomposition, statistical process control, change-point detection, hypothesis testing, confidence intervals. Ability to design methods that generalize across new metric categories without per-category tuning.
- Python:** Strong proficiency in Python with experience building production-quality data processing and automation solutions
- SQL:** Advanced querying on large-scale warehouses (Redshift or equivalent) — window functions, CTEs, complex joins, aggregations across multi-table schemas with millions of rows.
- NLP / Text Analytics:** Clustering, topic modeling, or embedding-based approaches for identifying emerging categories from unstructured text (chat transcripts, support cases).
- Data Integration:** Comfortable pulling and correlating data across heterogeneous sources (data warehouses, Jira, Salesforce, Google Calendar, Slack).
Nice to Have
- Experience building alerting/monitoring systems or operational dashboards
- Familiarity with CX/support metrics (CSAT, resolution rates, escalation rates, case volumes)
- Root cause analysis frameworks — correlating metric anomalies to upstream events (deployments, content changes, feature rollouts)
- Experience with configurable/extensible system design (pluggable analyzers, threshold tuning, multi-source ingestion)
Roles and Responsibilities
Required Skills
- Statistics & Time-Series Analysis:** EWMA, seasonal decomposition, statistical process control, change-point detection, hypothesis testing, confidence intervals. Ability to design methods that generalize across new metric categories without per-category tuning.
- Python:** Strong proficiency in Python with experience building production-quality data processing and automation solutions
- SQL:** Advanced querying on large-scale warehouses (Redshift or equivalent) — window functions, CTEs, complex joins, aggregations across multi-table schemas with millions of rows.
- NLP / Text Analytics:** Clustering, topic modeling, or embedding-based approaches for identifying emerging categories from unstructured text (chat transcripts, support cases).
- Data Integration:** Comfortable pulling and correlating data across heterogeneous sources (data warehouses, Jira, Salesforce, Google Calendar, Slack).
Nice to Have
- Experience building alerting/monitoring systems or operational dashboards
- Familiarity with CX/support metrics (CSAT, resolution rates, escalation rates, case volumes)
- Root cause analysis frameworks — correlating metric anomalies to upstream events (deployments, content changes, feature rollouts)
- Experience with configurable/extensible system design (pluggable analyzers, threshold tuning, multi-source ingestion)
Sourced from naukri
Skills
Aws LambdaAws SagemakerSlackmachine learning algorithmsgoogleAssistanceamazon web servicesredshiftTime Series AnalysisNatural Language ProcessingstatisticsRoot Cause Analysistext analyticsAnalyticscodingPythonJira AtlassianSQLData Warehousingsalesforce
About Tavant Technologies
Tavant Technologies
IT Services & Consulting
2.4k+
employees
2000
26 years old
Santa Clara, California
United States (USA)
₹16.8L PA avg
Avg at Tavant Technologies
About
Powered by AI and ML algorithms, Tavant solutions help global customers improve efficiency, productivity, and accuracy to succeed in a rapidly changing business environment.
Industries
IT Services & ConsultingConsulting
Employee ratings
10 reviews
3.9/ 5
Culture
3.2
Career growth
2.1
Work-life
2.9
Employees rate it well for
Company Culture39Work-Life Balance39
Find them on