Actifai · 3 hours ago
Senior Data Scientist
Washington, DC
Full-time
Hybrid
Mid, Senior Level
4+ years expActifai is an artificial intelligence company that helps clients in the cable and telecom industry optimize their high-value decisions. They are seeking a Senior Data Scientist to help design, code, test, and improve models and algorithms, working closely with engineering and product teams to translate data into impactful behavior in applications.
Telecom & CommunicationsArtificial Intelligence (AI)Enterprise SoftwareSaaSSoftwareMachine LearningSales AutomationTelecommunications
Responsibilities
Frame and measure decision problems -• Translate business asks into clearly defined modeling tasks and evaluation frameworks
Perform exploratory analysis to assess data quality, label stability, and measurement feasibility before modeling
Define success metrics, guardrails, and counterfactual approaches
Identify sources of bias or limitations introduced by product and operational flows, agent behavior, or data collection
Develop predictive models and decision logic -• Create and maintain training datasets from multiple production data sources
Engineer and validate features with attention to temporal correctness and leakage
Train and evaluate supervised learning models for customer decision problems
Implement and tune decision logic, including contextual bandit / reinforcement learning approaches layered on predictions
Evaluate model and policy performance through offline analysis and simulation
Design experiments and evaluate impact -• Design and analyze A/B tests or staged rollouts
Analyze experimental outcomes and translate results into product decisions
Diagnose unexpected results, sample issues, or measurement artifacts
Partner to operationalize and improve systems -• Specify model inputs, outputs, and logging requirements needed for monitoring and evaluation
Work with engineers to integrate models into live workflows
Build dashboards to monitor model and decision performance
Investigate anomalies and recommend system improvements
Communicate findings and tradeoffs to product, engineering, and client stakeholders
Qualification
Required
4+ years of experience in applied data science or machine learning
Strong Python and SQL skills. Comfortable working with large, messy real-world datasets
Experience developing and evaluating supervised ML models
Practical experience with experimentation and statistical reasoning
Familiarity with reinforcement learning or decisioning frameworks
Demonstrated ability to independently frame problems and drive analysis from ambiguity to impact
Strong communication skills across technical and business audiences
Preferred
Experience in telecom, subscription, pricing, churn, or retention analytics
Exposure to contextual bandits, RL, or policy optimization
Experience working in multi-client or product-driven analytics settings
Familiarity with AI agents
Degree in a STEM discipline preferred (or equivalent practical experience)
Benefits
Extremely competitive compensation package
Equity
Employer-covered health/vision/dental insurance (with an optional FSA)
401k matching
Generous PTO allowance
Company
Actifai
Actifai, an AI-powered customer engagement platform, allows cable and telecom providers to match individual customers with optimized offers.
11-50 employees
H1B Sponsorship
Actifai has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (1)
Funding
Current Stage
Early StageLeadership Team
Sudhanshu Luthra
Chief Technology Officer
Recent News
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