Senior Technical Director - ML & Algorithms (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Technical Director - ML & Algorithms (AI): Define and drive machine learning and algorithmic strategy for mainframe operational analytics products with an accent on large-scale ML systems, anomaly detection, forecasting, and modernization insights. Focus on architecting distributed data processing pipelines, implementing advanced statistical models, and ensuring explainable AI in mission-critical environments.
Location: United States (remote)
Salary: $200,500 - $270,000
Company
Leading provider of enterprise modernization software expanding its AI strategy for mainframe systems.
What you will do
- Define and lead ML and algorithmic strategy across infrastructure, application, and data modernization lines.
- Architect large-scale ML systems for high-volume operational data like z/OS telemetry, SMF/RMF records, and logs.
- Design advanced algorithms for anomaly detection, pattern analysis, forecasting, optimization, and classification.
- Guide in-database ML capabilities including regression, clustering, and time-series techniques at scale.
- Establish ML best practices for feature engineering, training, evaluation, explainability, and deployment.
- Mentor engineers and collaborate with domain experts and customers on operational analytics solutions.
Requirements
- 12+ years in software engineering, ML systems, or algorithm development
- Proven experience delivering production ML systems at scale
- Strong background in large datasets, distributed processing, and end-to-end ML design
- Solid Python and Java coding skills with optimization, statistics, and applied math foundations
- Experience with system performance, observability, or operational telemetry ML solutions
- Ability to lead across teams through technical influence and mentoring
Nice to have
- Experience with mainframe systems (z/OS, SMF, RMF, Db2, RACF)
- In-database ML and analytics databases
- Regression, classification, clustering, time-series in production
- Explainable and compliance-aware ML solutions
- Distributed frameworks like Spark, Flink, Ray
- PhD in CS/ML or publications/patents
Culture & Benefits
- Unlimited vacation time, paid holidays, and sick time
- Health, wellness, life, and disability coverage
- 401(k) with matching contributions
- Student debt benefit and tuition reimbursement
- Leadership and skills training opportunities
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