CrawlJobs Logo

PhD in Probabilistic Deep Learning

airbus.com Logo

Airbus

Location Icon

Location:
Germany , München Area

Category Icon

Job Type Icon

Contract Type:
Not provided

Salary Icon

Salary:

Not provided

Job Description:

PhD position within the AI team at Airbus Central Research and Technology, with a focus on advanced research in probabilistic and Bayesian deep learning. The overarching objective is to advance the theoretical and practical state of the art in Bayesian deep learning and uncertainty quantification (UQ) by designing and rigorously validating robust probabilistic models. The ultimate aim is to enable verifiable safety guarantees and trustworthy deployment of AI systems in safety-critical aerospace applications.

Job Responsibility:

  • Principled modeling of uncertainty
  • Domain-specific evaluation frameworks
  • Scalable Bayesian architectures
  • Rigorous empirical validation of uncertainty quality
  • Operational Applicability Domain (OAD)

Requirements:

  • Master’s Degree in the area of computer science, or any equivalent field of studies with strong computer science / machine learning relations (e.g. mathematics, physics, engineering)
  • A strong background in mathematics and statistics is highly desirable
  • A passion for programming in Python/PyTorch and the ability to implement complex deep-learning algorithms efficiently is a valued asset
  • Fluency in English is required

Nice to have:

A background in probabilistic deep learning, Bayesian deep learning, or uncertainty quantification is a plus

What we offer:
  • Attractive salary and work-life balance with a 35-hour week (flexitime)
  • International environment with the opportunity to network globally
  • Work with modern/diversified technologies
  • Opportunity to participate in the Generation Airbus Community to expand your own network

Additional Information:

Job Posted:
February 17, 2026

Expiration:
February 28, 2026

Employment Type:
Fulltime
Work Type:
On-site work
Job Link Share:

Looking for more opportunities? Search for other job offers that match your skills and interests.

Briefcase Icon

Similar Jobs for PhD in Probabilistic Deep Learning

Staff Machine Learning Engineer

Have you ever ordered a car service on Uber, and when the ride arrives, wondered...
Location
Location
United States , New York; Seattle; San Francisco; Sunnyvale
Salary
Salary:
232000.00 - 258000.00 USD / Year
uber.com Logo
Uber
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • Masters or PhD or equivalent experience in Computer Science, Machine Learning, Operations Research, Statistics, or other related quantitative fields or related field
  • 7 years minimum of industry experience as a Machine Learning Engineer/Research Scientist with a strong focus on deep learning and probabilistic modeling
  • Proficiency in multiple object-oriented programming languages (e.g. Python, Go, Java, C++)
  • Experience with any of the following: Spark, Hive, Kafka, Cassandra
  • Experience building and productionizing innovative end-to-end Machine Learning systems
  • Experience in exploratory data analysis, statistical modeling, hypothesis testing, and experimental design
  • Experience working with cross-functional teams(product, science, product ops etc)
Job Responsibility
Job Responsibility
  • Build statistical, optimization, and machine learning models
  • Develop innovative new earner incentives that earners for choosing our network and optimizing Uber’s new earner incentives spend
  • Optimize Uber’s background check spend and onboarding funnel
  • Design recommendation engines to recommend the most relevant earning opportunities and early lifecycle content
  • Develop matching algorithms for driver to driver mentorship program
  • Model and predict earner behaviors to improve earner experience throughout the onboarding funnel
  • Work closely with multi-functional leads to develop technical vision, new methodological approaches, and drive team direction
  • Collaborate with cross-functional teams such as product, engineering, operations, and marketing to drive ML system development end-to-end from conceptualization to final product
What we offer
What we offer
  • Eligible to participate in Uber's bonus program
  • May be offered an equity award & other types of comp
  • Eligible for various benefits
  • Fulltime
Read More
Arrow Right

Applied Scientist

The Sponsored Products and Brands (SPB) team at Amazon Ads is re-imagining the a...
Location
Location
United States , Seattle; New York; Palo Alto
Salary
Salary:
142800.00 - 223400.00 USD / Year
Amazon
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
  • 3+ years of building models for business application experience
  • Experience programming in Java, C++, Python or related language
  • Strong foundation in GenAI, large language models, machine learning, deep learning, probabilistic modeling, and/or optimization.
  • Experience developing and deploying models in real-world production environments.
Job Responsibility
Job Responsibility
  • Contribute to the design and development of GenAI, deep learning, multi-objective optimization and/or reinforcement learning empowered solutions to transform ad retrieval, auctions, whole-page relevance, and/or bespoke shopping experiences.
  • Collaborate cross-functionally with other scientists, engineers, and product managers to bring scalable, production-ready science solutions to life.
  • Stay abreast of industry trends in GenAI, LLMs, and related disciplines, bringing fresh and innovative concepts, ideas, and prototypes to the organization.
  • Contribute to the enhancement of team’s scientific and technical rigor by identifying and implementing best-in-class algorithms, methodologies, and infrastructure that enable rapid experimentation and scaling.
  • Mentor and grow junior scientists and engineers, cultivating a high-performing, collaborative, and intellectually curious team.
What we offer
What we offer
  • health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
  • 401(k) matching
  • paid time off
  • parental leave
  • sign-on payments
  • restricted stock units (RSUs)
Read More
Arrow Right

Principal Data Scientist

We are seeking a Principal Data Scientist with deep expertise in forecasting and...
Location
Location
United States
Salary
Salary:
Not provided
duettocloud.com Logo
Duetto
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • MS or PhD in Statistics, Econometrics, Computer Science, Operations Research, or a related quantitative field
  • 10+ years of experience delivering impactful data science solutions in production environments
  • Expertise in time series forecasting, including classical methods (e.g., ARIMA, Exponential Smoothing, State Space Models) and deep learning (e.g., RNNs, Temporal Fusion Transformers)
  • Practical experience with Bayesian modeling, including hierarchical models and probabilistic programming (e.g., PyMC3, Stan)
  • Proficiency with ML/DL frameworks (e.g., PyTorch, TensorFlow, scikit-learn, DARTS) and programming languages (Python, R, SQL)
  • Familiarity with cloud platforms and MLOps tools (e.g., AWS SageMaker, MLflow) for scalable model development and deployment
  • Strong communication and presentation skills, capable of conveying complex analytical concepts to non-technical stakeholders
  • Experience designing model evaluation and impact measurement frameworks, including causal inference
Job Responsibility
Job Responsibility
  • Lead the design, development, and deployment of forecasting and pricing models using a blend of classical time series, deep learning and Bayesian statistical techniques
  • Develop hierarchical forecasting frameworks, including multi-level Bayesian models, that scale across thousands of hotel properties
  • Build uncertainty quantification frameworks to increase trust and robustness in forecasts
  • Guide model architecture choices—balancing complexity, interpretability, and operational feasibility
  • Collaborate closely with engineering to deploy and monitor models in production (e.g., using AWS SageMaker)
  • Translate model outputs into actionable insights in partnership with product and business stakeholders
  • Define and execute model performance measurement strategies, including causal inference and uplift modeling
  • Present findings, experimental results, and strategic recommendations to senior leadership
Read More
Arrow Right

Senior Machine Learning Researcher - MSR AI for Science

At Microsoft Research AI for Science, we believe machine learning and artificial...
Location
Location
United Kingdom , Cambridge
Salary
Salary:
Not provided
https://www.microsoft.com/ Logo
Microsoft Corporation
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • PhD or equivalent research experience in Computer Science, Machine Learning, Physics, Chemistry, or a related field
  • Demonstrated leadership in ML architecture and algorithm design
  • Strong expertise in deep learning (model design, large-scale training, evaluation and reproducibility), statistics and linear algebra
  • Proficiency in Python and modern ML/scientific frameworks (e.g., PyTorch, JAX, TensorFlow, NumPy, SciPy, Pandas)
  • Peer-reviewed publications in leading venues (e.g., NeurIPS, ICML, ICLR or leading journals)
  • Excellent technical communication for collaborating in an interdisciplinary team
  • Curiosity and drive to apply deep learning to problems in biology or chemistry
  • Comfort with real‑world, noisy/heterogeneous data
Job Responsibility
Job Responsibility
  • Invent novel deep learning techniques for models of (bio)molecular structure, dynamics, reactivity and function
  • Design, implement, and iterate on model architectures and training algorithms (e.g., diffusion/sequence–structure models, language models, representation learning)
  • run rigorous ablations and baselines
  • Define success where standards don’t exist yet: proposing sound benchmarks and uncertainty‑aware metrics that reflect real‑world utility
  • Build high‑quality research code (Python/PyTorch) with reproducible workflows and robust data pipelines
  • Partner across disciplines—communicate clearly with ML researchers and experimental/computational biologists/chemists
  • present results and influence direction
  • Work autonomously and as a team player, reporting insights, risks, and next steps with crisp written/visual summaries
  • Thrive with imperfect, heterogeneous data, using principled curation, augmentation, and probabilistic evaluation
  • Aim for impact: try ideas quickly and fail-fast when they don't work. Rapidly convert working ideas to artifacts others can use (code, models, datasets, papers, patents)
  • Fulltime
Read More
Arrow Right
New

Senior Engineer, Packaging Engineering

Develop new process for NPI, transfer to HVM without major quality issues. Analy...
Location
Location
Malaysia , Batu Kawan, Penang
Salary
Salary:
Not provided
sandisk.com Logo
Sandisk
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • Master's/Bachelor's Degree in Mechanical, Electrical, Electronics, Microelectronics, Mechatronics, Materials Science, or related engineering discipline
  • Proficiency in statistical data analysis and process simulation software
  • Strong attention to detail and commitment to achieving goals
  • Ability to adapt to changing priorities and work efficiently in a fast-paced environment
  • Strong troubleshooting and analytical skills with the ability to collect, organize, analyze, and understand problems and conceptualize solutions
  • Passion, determination to uncover the root cause and derive a long-term solution
  • Excellent communication and collaboration skills
  • Good at mind mapping and proficient in MS Excel, MS Project, and PowerPoint presentation
  • Understanding of SQL query writing (Oracle / Microsoft SQL Server) and JMP is a plus
  • Ability to communicate with different hierarchy levels from diverse geographical areas and cultures
Job Responsibility
Job Responsibility
  • Develop new process for NPI, transfer to HVM without major quality issues
  • Analyze and optimize existing manufacturing processes to enhance efficiency and product quality
  • Develop and implement process improvement initiatives using methodologies such as Six Sigma and Lean
  • Design and conduct experiments to troubleshoot process issues and validate improvements
  • Collaborate with cross-functional teams to drive continuous improvement projects
  • Monitor and analyze process data to identify trends and opportunities for enhancement
  • Develop and maintain process documentation, including standard operating procedures and work instructions
  • Ensure compliance with safety regulations and quality control standards
  • Participate in new product development and process scale-up activities
  • Provide technical support and training to production personnel
  • Fulltime
Read More
Arrow Right
New

Lead Quality Inspector

Reporting to the Quality Supervisor, you will be responsible for performing visu...
Location
Location
United States , Houston
Salary
Salary:
65000.00 - 70000.00 USD / Year
celerosft.com Logo
Celeros Flow Technology
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • NACE Level II Coatings required
  • Supervisory experience required
  • Experienced in use of precision inspection equipment (ex., mics, callipers. Etc) to measure dimensional details as listed on drawings
  • Knowledge in reading & interpret blueprints, including GD&T
  • Experience in using and programming of Articulated ARMs is required
  • Knowledge of manufacturing processes and techniques, test equipment and procedures, and assembly applications
  • Use of hand and power tools
  • Strong computer skills including MS Office Suite skills, including Word, Excel, and Outlook
  • Experience with SAP (Required)
  • Ability to work in a team-oriented environment that is fast-paced and demanding
Job Responsibility
Job Responsibility
  • Performing visual, mechanical inspection of purchased or manufactured parts, in process or finished, to determine if the parts conform to specifications, drawings, designated codes and standards
  • Using precision measuring and testing equipment, including calipers, height gage, micrometre’s, surface plate, Articulated ARM, Optical Comparator to perform mechanical inspections
  • Preparing a Non-Conformance Report (NCR) for any part that does not meet specified requirements and processing it per established procedures
  • Document nonconformances in SAP- NCR module where needed and complete the transactions in SAP
  • Review and verification of materials received from vendors
  • Witnessing internal testing procedures to verify accuracy of results
  • Interpreting and executing an Inspection and Test Plan (ITP)
  • Interfacing with third-party inspectors to verify completion of required customer requests
  • Handling other assigned work-related functions as deemed necessary and appropriate by your immediate supervisor
  • Provide on-the-job training and guidance to Level I inspection personnel
What we offer
What we offer
  • Health Insurance (effective on start date)
  • Dental/Vision (effective on start date)
  • Flexible Spending Accounts/Health Savings Accounts
  • Life Insurance/Disability/Accident/Critical Illness
  • 401(k) Savings Plan with generous company match
  • Tuition Reimbursement
  • Paid time off/Generous Holiday Schedule
  • Fulltime
Read More
Arrow Right
New

Ev Sales Specialist

We’re expanding our Electric Vehicle Sales Team in Weybridge. We're looking for ...
Location
Location
United Kingdom , Weybridge
Salary
Salary:
Not provided
octopus.energy Logo
Octopus Energy
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • Minimum 2 years of sales experience, preferably in a B2C setting
  • Experience in technology-driven sales processes (CRM, digital sales)
  • Proven track record of working in a target driven role and providing excellent customer experiences
  • Strong communication skills, a passionate drive, resilience, and a humble attitude
  • An inquisitive nature with the ability to gather information to align customer needs with tailored solutions
  • A genuine passion for going above and beyond for customers and a strong passion for Electric Vehicles, sustainability and/or the automotive industry
  • A start up / entrepreneurial mind-set being able to adjust to change and keep up with a fast moving business
  • A constant focus on improving and developing personally and within a business
Job Responsibility
Job Responsibility
  • Speak to customers interested in leasing an electric vehicle and qualifying the right one for them
  • Manage the end to end sales pipeline with customers - from lead through to delivery and deliver sales in line with targets
  • Manage customer orders in progress and supervise order processing
  • Continue planning and targeting of the acquisition of new customers
  • Recording customer satisfaction to ensure that customers are having the best experience
  • Provide excellent customer service both through the sales process and also in after-sales customer care
  • Strategically build your pipeline working with the team to create strong relationships both with internal stakeholders as well as with our customers both on a consumer and business level
What we offer
What we offer
  • Uncapped commission scheme
  • Generous car allowance
  • Plenty of opportunities for career progression, continuous learning, and personal development
  • Dog friendly company
  • Fulltime
Read More
Arrow Right
New

Senior Product Designer, Money Movement

Join us in building the future of finance. Our mission is to democratize finance...
Location
Location
United States , Bellevue; Menlo Park; New York
Salary
Salary:
129000.00 - 195000.00 USD / Year
robinhood.com Logo
Robinhood
Expiration Date
Until further notice
Flip Icon
Requirements
Requirements
  • 5+ years of product design experience, with demonstrated ownership of complex systems or platform-level workflows
  • A portfolio that shows strong interaction design, systems thinking, and attention to detail in real-world products
  • Experience designing transactional or high-stakes user flows where accuracy, timing, and user understanding are critical
  • Experience using AI tools as part of your design workflow
  • Comfort working through ambiguity by breaking problems into clear, actionable steps
  • A collaborative working style that values clear communication, feedback, and shared accountability
Job Responsibility
Job Responsibility
  • Design end-to-end money movement experiences, including deposits, withdrawals, transfers, and portfolio tracking, with a focus on clarity, reliability, and customer trust
  • Lead design work across the full product lifecycle, from early problem definition through detailed execution and launch
  • Partner closely with product management, engineering, content design, research, and compliance partners to deliver solutions that meet user needs and regulatory requirements
  • Translate complex financial and technical constraints into clear interaction patterns and intuitive interfaces
  • Explore multiple design approaches through flows, wireframes, and prototypes, then refine toward high-quality, production-ready designs
  • Define success metrics with partners and use customer feedback and data to iterate and improve shipped experiences
What we offer
What we offer
  • Performance-driven compensation with multipliers for outsized impact, bonus programs, equity ownership, and 401(k) matching
  • 100% paid health insurance for employees with 90% coverage for dependents
  • Lifestyle wallet — a highly flexible benefits spending account for wellness, learning, and more
  • Employer-paid life & disability insurance, fertility benefits, and mental health benefits
  • Time off to recharge including company holidays, paid time off, sick time, parental leave, and more
  • Exceptional office experience with catered meals, events, and comfortable workspaces
  • Fulltime
Read More
Arrow Right