PhD in Probabilistic Deep Learning Job at Airbus (München Area)

Staff Machine Learning Engineer

Have you ever ordered a car service on Uber, and when the ride arrives, wondered...

Location

United States , New York; Seattle; San Francisco; Sunnyvale

Salary:

232000.00 - 258000.00 USD / Year

Uber

Expiration Date

Until further notice

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

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

Eligible to participate in Uber's bonus program
May be offered an equity award & other types of comp
Eligible for various benefits

Fulltime

Applied Scientist

The Sponsored Products and Brands (SPB) team at Amazon Ads is re-imagining the a...

Location

United States , Seattle; New York; Palo Alto

Salary:

142800.00 - 223400.00 USD / Year

Amazon

Expiration Date

Until further notice

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

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

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)

Principal Data Scientist

We are seeking a Principal Data Scientist with deep expertise in forecasting and...

Location

United States

Salary:

Not provided

Duetto

Expiration Date

Until further notice

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

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

Senior Machine Learning Researcher - MSR AI for Science

At Microsoft Research AI for Science, we believe machine learning and artificial...

Location

United Kingdom , Cambridge

Salary:

Not provided

Microsoft Corporation

Expiration Date

Until further notice

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

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

New

Practice owner

We built Finni Health with a passion for empowering BCBAs to start their own pra...

Location

United States , Norfolk

Salary:

90000.00 - 200000.00 USD / Year

Finni Health

Expiration Date

Until further notice

Requirements

Master's Degree in Applied Behavioral Analysis, Special Ed, Psychology, or Related Field
Valid BCBA Certification
Applicable licensure to practice within the state hired
Minimum three years experience in ABA, with supervisory roles preferred
Strong leadership skills
Strong oral and written communication skills

Job Responsibility

Collaborate with our team on setting up guidelines, handbooks, and processes for your own practice
Communicate with our team on billing and insurance to meet payor requirements and submission deadlines
Provide field and virtual supervision for Behavior Technicians
Monitor the effectiveness of the treatment approach and modify the program as needed
Conduct functional assessments and complete assessment and progress reports accordingly
Design and deliver behavior intervention plan implementation, training, and other related in-service programs, including client-specific intervention training to staff and parents
Ensure all treatment methodologies are evidence-based and reflect the most recent research findings
Trains and supervises clinical staff by monitoring and providing feedback to staff for the direct implementation of ABA interventions
Collaborate with families in the development of behavior support strategies

What we offer

401(k)
Continuing education credits
Dental insurance
Flexible schedule
Health insurance
Paid time off
Parental leave
Professional development assistance
Referral program
Vision insurance

New

Senior Manager, Data Analyst

We are seeking a detail-oriented and data-driven Client Data Analyst to join our...

Location

United States , Baltimore

Salary:

Not provided

Flywheel Digital

Expiration Date

Until further notice

Requirements

Bachelor's degree in Finance, Accounting, Economics, Data Science, or related field
2+ years of experience in finance or data analysis
Ability to work in a fast-paced environment and manage multiple priorities
Meticulous approach to data accuracy, validation, and reporting
Ability to think critically and develop solutions to technical and analytical challenges

Job Responsibility

Responsible for Flywheel’s participation in data platforms such as Adverity, Skai DataBox Scintilla and AMC, ensuring accuracy of data flowing in/out
Gather data from multiple sources, including databases, APIs, and third-party platforms
Ensure data quality through rigorous data cleaning, verification, and transformation
Maintain and update data sources, ensuring reliable and accurate data for analysis
Analyze commerce data to generate actionable insights across media, retail and content
Identify trends, patterns, and correlations in large data sets to inform business strategies
Translate data findings into clear, actionable recommendations for stakeholders
Develop dashboards and reports using data visualization tools like Tableau, Power BI, or similar
Present complex data insights in a simple, visually appealing format for various audiences
Provide regular reports to management, including key metrics and performance indicators

What we offer

Flexible vacation time
Great learning and development opportunities
Benefits that help you live your best life
Parental leave and benefits
Volunteering opportunities
Employee Resource Groups (ERGs)

Fulltime

New

ABA Behavior Technician

Make a Meaningful Impact. Are you passionate about helping children with autism ...

Location

United States , Harrison

Salary:

17.00 - 22.00 USD / Hour

Finni Health

Expiration Date

Until further notice

Requirements

High school diploma or equivalent required
1+ year of ABA experience preferred, or experience working with children (especially those with special needs)
Completion of a 40-hour RBT course (required)
Must pass the RBT exam within 90 days of hire
Reliable transportation
Background check
Able to lift up to 50 lbs
Ability to sit, stand, kneel, squat, or crawl for extended periods
Comfortable working on the floor and actively engaging with children

Job Responsibility

Deliver personalized behavior intervention services
Support children in learning daily living, communication, and social skills
Collect and document behavior data accurately
Collaborate with your clinical team and attend regular team meetings
Help implement and refine treatment plans tailored to each child’s needs

What we offer

Paid Training & Professional Development
Flexible Scheduling
Paid Time Off & Mental Health Days
Mileage Reimbursement
Referral Program
Career advancement opportunities within Finni Health

Parttime

New

Senior Manager, Data Analyst

We are seeking a detail-oriented and data-driven Client Data Analyst to join our...

Location

United States , New York

Salary:

110000.00 - 120000.00 USD / Year

Flywheel Digital

Expiration Date

Until further notice

Requirements

Bachelor's degree in Finance, Accounting, Economics, Data Science, or related field
2+ years of experience in finance or data analysis
Experience in corporate finance, financial planning and analysis (FP&A), or accounting is preferred
Experience working with data from retail media platforms such as Amazon Marketing Cloud, Walmart's Scintilla, Kroger 84.51°, etc.
Ability to work in a fast-paced environment and manage multiple priorities
Meticulous approach to data accuracy, validation, and reporting
Ability to think critically and develop solutions to technical and analytical challenges

Job Responsibility

Responsible for Flywheel’s participation in data platforms such as Adverity, Skai DataBox Scintilla and AMC, ensuring accuracy of data flowing in/out
Gather data from multiple sources, including databases, APIs, and third-party platforms
Ensure data quality through rigorous data cleaning, verification, and transformation
Maintain and update data sources, ensuring reliable and accurate data for analysis
Analyze commerce data to generate actionable insights across media, retail and content
Identify trends, patterns, and correlations in large data sets to inform business strategies
Translate data findings into clear, actionable recommendations for stakeholders
Develop dashboards and reports using data visualization tools like Tableau, Power BI, or similar
Present complex data insights in a simple, visually appealing format for various audiences
Provide regular reports to management, including key metrics and performance indicators

What we offer

Flexible vacation time
Great learning and development opportunities
Benefits that help you live your best life
Parental leave and benefits
Volunteering opportunities
Employee Resource Groups (ERGs)

Fulltime

PhD in Probabilistic Deep Learning

Airbus

Location:
Germany , München Area

Category:
Research and Development

Contract Type:
Not provided

Salary:

Job Description:

Job Responsibility:

Requirements:

Nice to have:

Additional Information:

Job Posted:
February 17, 2026

Expiration:
February 28, 2026

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

Similar Jobs for PhD in Probabilistic Deep Learning

Staff Machine Learning Engineer

Applied Scientist

Principal Data Scientist

Senior Machine Learning Researcher - MSR AI for Science

Practice owner

Senior Manager, Data Analyst

ABA Behavior Technician

Senior Manager, Data Analyst

PhD in Probabilistic Deep Learning

Airbus

Location:Germany , München Area

Category:Research and Development

Contract Type:Not provided

Salary:

Job Description:

Job Responsibility:

Requirements:

Nice to have:

Additional Information:

Job Posted:February 17, 2026

Expiration:February 28, 2026

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

Similar Jobs for PhD in Probabilistic Deep Learning

Staff Machine Learning Engineer

Applied Scientist

Principal Data Scientist

Senior Machine Learning Researcher - MSR AI for Science

Practice owner

Senior Manager, Data Analyst

ABA Behavior Technician

Senior Manager, Data Analyst

Location:
Germany , München Area

Category:
Research and Development

Contract Type:
Not provided

Job Posted:
February 17, 2026

Expiration:
February 28, 2026