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HomeCompaniesResaroaiSenior Data Scientist, Reinforcement Learning

Senior Data Scientist, Reinforcement Learning

Resaroai · Munich, Bavaria, 80333, Germany · On Site · Active · BambooHR

Job facts

FieldValue
CompanyResaroai
TitleSenior Data Scientist, Reinforcement Learning
Normalized title-
Department / teamEmbedded Team - DE
LocationMunich, Bavaria
Work modelOn Site
Employment typeFull Time
Salary-
Statusactive
ATS providerBambooHR
Posted / first seen2026-03-01 / 2026-05-30
Changed / last seen2026-05-30 / 2026-06-06

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Linked records

CompanyResaroai
Source73c75124-6f1a-4720-ab36-38de6a06689e
ATS providerBambooHR

Description

Resaro builds advanced AI testing software to help organizations verify, validate, and trust their most critical AI systems — from computer vision to generative AI and autonomous systems . Our mission is to ensure that AI technologies deployed in real-world, high-stakes environments are robust, explainable, and secure. We work closely with our customers through embedded delivery teams who operate on-site or in close collaboration. These teams tailor solutions to specific mission needs, helping organizations — especially in the public safety and national security sectors — evaluate and improve the performance of their AI-enabled systems. About the Role: As the Senior Expert Reinforcement Learning , you will be the primary architect of our AI Test, Evaluation, Verification, and Validation (TEVV) product suite for reinforcement learning systems. You will lead the development of next-generation AI testing and assurance frameworks with applications in Autonomous Driving and Robotics . Your mission is to scale our capabilities in Reinforcement Learning , to ensure autonomous agents are safe, robust, and explainable in the field. Key Responsibilities Independently implement Resaro’s RL validation prototype to expose agent instability and vulnerability in a mission-critical and complex environment. Scale, lead and mentor a global, cross-functional, high-performing team of AI researchers and engineers, drawing on experience steering organizations of 30+ experts. Define the long-term vision and technical roadmap for RL TEVV, focusing on validating RL algorithms and learned policies in complex environments with mission-critical applications across system control , autonomous vehicles, and robotics . Advance methods for learning probabilistic reward functions from human feedback (RLHF) to align AI behavior with mission goals. Partner with Product Management to translate product vision, customer problems, and market opportunities into end‑to‑end solution architecture and technical roadmaps that support a product-led growth strategy. Must-Have Skills and Experience Master / Ph.D. in Robot Reinforcement Learning or a closely related field. Proven track record in developing and implementing novel RL and ML algorithms, e.g. research or commercial implementation. Demonstrated deep theoretical understanding of and practical experience with the RL framework, including bandit setting, (in-)finite horizon setting, on- and off-policy RL, and trust-region RL approaches. Experience in Bayesian Machine Learning and probabilistic models. Understanding of AI/ML/RL lifecycle and the state-of-the-art approaches and limitations  of testing and validating complex use cases. Strong skills in requirements gathering, stakeholder communication, and solution scoping. Nice-to-Have Experience with fully differentiable deep learning for highly unstable systems. Experience with Active Learning and RLHF. Background in model compression and pruning for deploying large RL models onto edge devices. Hands-on experience with Bayesian Meta-Learning to reduce training time and absolute error in complex models. A strong portfolio of innovation, including multiple successful paper submissions at conferences like NeurIPS, ICML, ICLR, IROS, ICRA, CoRL, and a deep patent history (e.g., 17+ patents). Experience spearheading global AI initiatives and delivering AI solutions for both B2G (Unmanned Systems) and B2B (IoT) sectors. Demonstrated success in leading cross-functional teams to deliver technical solutions. Knowledge of deployment constraints in high-security or classified environments. Prior exposure or experience with directly engaging senior stakeholders from Director to C-suite level. Prior security clearance at Government CONFIDENTIAL and above. Why Join Resaro Work on mission-critical AI systems in defence, aerospace, and public safety. Help define the future of AI testing and assurance in real-world environments. Collaborate with a tight-knit, expert team working at the intersection of AI, systems engineering, and policy. Shape product direction while being close to the operational reality of AI deployments. Resaro is an Equal Opportunity Employer. We respect each individual and support the diverse cultures, perspectives, skills and experiences within our teams.

Full job record

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Org IDf0b57942-c9a0-4c9c-b8a7-6f665516be58
Source ID73c75124-6f1a-4720-ab36-38de6a06689e
Board ID73c75124-6f1a-4720-ab36-38de6a06689e
Providerbamboohr
Provider Job Key90
TitleSenior Data Scientist, Reinforcement Learning
Normalized Title
Statusactive
Activeyes
Location TextMunich, Bavaria, 80333, Germany
DepartmentEmbedded Team - DE
Team
Employment Typefull_time
Workplace Typeon_site
Remote Policy
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RegionBavaria
CityMunich
Salary Raw
Salary Min
Salary Max
Salary Currency
Salary Period
Source URLhttps://resaroai.bamboohr.com/careers/90
Apply URLhttps://resaroai.bamboohr.com/careers/90
First Seen At2026-05-30 05:52:50Z
Last Seen At2026-06-06 10:19:42Z
Last Checked At2026-06-06 10:19:42Z
Last Changed At2026-05-30 05:52:50Z
Inactive At
Source Posted At2026-03-01 00:00:00Z
Source Updated At
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    "description": "<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Resaro</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> builds advanced </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">AI testing software</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> to help organizations verify, validate, and trust their most critical AI systems — from </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">computer vision</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> to </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">generative AI</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> and </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">autonomous systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">. Our mission is to ensure that AI technologies deployed in real-world, high-stakes environments are robust, explainable, and secure.</span></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">We work closely with our customers through </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">embedded delivery teams</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> who operate on-site or in close collaboration. These teams tailor solutions to specific mission needs, helping organizations — especially in the </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">public safety and national security sectors</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> — evaluate and improve the performance of their AI-enabled systems.</span></p>\n<p><br></p>\n<p><span style=\"color: rgb(67, 67, 67); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">About the Role:</span></p>\n<p><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">As the </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Senior Expert Reinforcement Learning</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">, you will be the primary architect of our AI </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Test, Evaluation, Verification, and Validation (TEVV)</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\"> product suite for reinforcement learning systems. You will lead the development of next-generation AI testing and assurance frameworks with applications in </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Autonomous Driving</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\"> and </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Robotics</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">. Your mission is to scale our capabilities in </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Reinforcement Learning</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">, </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">to ensure autonomous agents are safe, robust, and explainable in the field.</span></p>\n<p><br></p>\n<p><span style=\"color: rgb(67, 67, 67); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Key Responsibilities</span></p>\n<ul>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Independently implement Resaro’s RL validation prototype to expose agent instability and vulnerability in a mission-critical and complex environment.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Scale, lead and mentor a global, cross-functional, high-performing team of AI researchers and engineers, drawing on experience steering organizations of 30+ experts.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Define the long-term vision and technical roadmap for RL TEVV, focusing on validating RL algorithms and learned policies in complex environments with mission-critical applications across </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">system control</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">, </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">autonomous vehicles, and robotics</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Advance methods for learning probabilistic reward functions from human feedback (RLHF) to align AI behavior with mission goals.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Partner with Product Management to translate product vision, customer problems, and market opportunities into end‑to‑end solution architecture and technical roadmaps that support a product-led growth strategy.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"color: rgb(67, 67, 67); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Must-Have Skills and Experience</span></p>\n<ul>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Master / Ph.D. in Robot Reinforcement Learning or a closely related field.</span>\n<ul>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Proven track record in developing and implementing novel RL and ML algorithms, e.g. research or commercial implementation.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Demonstrated deep theoretical understanding of and practical experience with the RL framework, including bandit setting, (in-)finite horizon setting, on- and off-policy RL, and trust-region RL approaches.</span></li>\n</ul>\n</li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Experience in Bayesian Machine Learning and probabilistic models.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Understanding of AI/ML/RL lifecycle and the state-of-the-art approaches and limitations  of testing and validating complex use cases.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Strong skills in requirements gathering, stakeholder communication, and solution scoping.</span></li>\n</ul>\n<p><br></p>\n<p><span style=\"color: rgb(67, 67, 67); font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Nice-to-Have</span></p>\n<ul>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Experience with </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">fully differentiable deep learning</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\"> for highly unstable systems.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Experience with Active Learning and RLHF.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Background in </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">model compression and pruning</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\"> for deploying large RL models onto edge devices.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Hands-on experience with </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">Bayesian Meta-Learning</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\"> to reduce training time and absolute error in complex models.</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">A strong portfolio of innovation, including multiple successful </span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">paper submissions</span><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\"> at conferences like NeurIPS, ICML, ICLR, IROS, ICRA, CoRL, and a deep patent history (e.g., 17+ patents).</span></li>\n<li><span style=\"color: rgb(31, 31, 31); font-family: Arial, sans-serif; font-size: 10pt\">Experience spearheading global AI initiatives and delivering AI solutions for both B2G (Unmanned Systems) and B2B (IoT) sectors.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Demonstrated success in </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">leading cross-functional teams</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> to deliver technical solutions.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Knowledge of </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">deployment constraints</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> in high-security or classified environments.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prior exposure or experience with directly engaging senior stakeholders from Director to C-suite level.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Prior security clearance at Government CONFIDENTIAL and above.</span><br></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 12pt; font-weight: bold\">Why Join Resaro</span></p>\n<ul>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Work on </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">mission-critical AI systems</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> in defence, aerospace, and public safety.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Help define the future of </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">AI testing and assurance</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> in real-world environments.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Collaborate with a </span><span style=\"font-family: Arial, sans-serif; font-size: 10pt; font-weight: bold\">tight-knit, expert team</span><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"> working at the intersection of AI, systems engineering, and policy.</span></li>\n<li><span style=\"font-family: Arial, sans-serif; font-size: 10pt\">Shape product direction while being close to the operational reality of AI deployments.</span><br></li>\n</ul>\n<p><br></p>\n<p><span style=\"font-family: Arial, sans-serif; font-size: 10pt\"><span style=\"font-family: Arial, sans-serif\">Resaro is an Equal Opportunity Employer. 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