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AI Guided Observation and Prediction Divergence Giant Leap Program

Vaisala is a global technology leader and expert in weather, environmental, and industrial measurements and our solutions enable customers to find answers, remove doubt, and make smarter decisions.  We take pride in being pioneers who strive to bring about positive changes in both the society and environment, and our work is not done yet.  Curiosity, the desire to meet challenges and an extraordinary ability to innovate are Vaisala's core, both past and present. In line with our mission “Observations for a better world,” we continue our work to help find answers and take action for a sustainable future.  


Our employees demonstrate, uphold, support, and model the Vaisala Values: Customer Focus, Innovation & Renewal, Strong Together and Integrity. Sharing strong and common values is part of our culture and enables us to work towards our shared mission.


Vaisala’s industry-leading weather observation technologies, instruments, and solutions lay the foundation for the Weather and Environment business area’s strategy, enabling our customers to improve their ability to measure and forecast weather and weather phenomena. The business area serves selected weather-dependent customers to whom accurate, real-time, uninterrupted, and reliable weather data is essential to run efficient operations.


Are you looking for an exciting internship this summer?  Join us at Vaisala!  Giant Leap is a Vaisala’s project-based internship program offering a great chance to develop professional skills for students. The program is globally organized across Vaisala offices every summer. As an intern of the Giant Leap Program, you will get your own hands-on project to organize and execute with the support of Vaisala employees.  This internship program is 12-weeks long and runs from the end of May through mid-August.


AI guided Observation/Condition Divergence Internship Description:

At Vaisala, we can broadly divide our useful weather data into observations and conditions.  Observations are the hard data reported by our sensors, and conditions are inferences based on the observations.  When they diverge, it might indicate a sensor exception (hardware failure), a model assumption error, or a microclimate variation.  We would like to develop automated systems which can provide early detection of these divergences, alert a human operator, and make an informed prediction as to the nature of the cause of the divergence.


Our goal is to explore a variety of machine learning methods, develop a playbook for how to integrate the tools to unbind our scalability, maximize the accuracy of our inferred observations, & reduce the service loop of hardware reliant observations. During this internship, you will have the opportunity to explore potential applications and uses.


Examples of Machine Learning/Artificial Intelligence to explore:

  • Expert Systems
  • Ensemble Kalman Filters
  • Regression Toward the Mean
  • K-nearest Neighbors
  • Lorenz Attractors
  • Generative Pretrained Transformers
  • Neural Networks
  • Genetic Algorithms
  • Particle Physics Modeling


Click here to learn more about this opportunity.


No relocation assistance is available for this position.
Work Authorization: 
Vaisala Inc. will not sponsor a work visa for this position.


We’re looking for students who:

  • Are curious and eager to learn 
  • Are interested in solving meaningful challenges
  • Are a team player who doesn’t hesitate to ask questions
  • Have completed at minimum their junior year towards a bachelor’s degree in a field related to Computer Science, Data Analytics, Robotics, ML, AI, or other related field
  • Are capable scripting, Python preferred
  • Have experience with REST APIs
  • Familiarity with media wiki
  • Experienced with Git


To be considered for this internship, please include your resume along with a succinct (no more than 1-page) hypothesis on a promising combination of these machine learning methods.  Only students who submit the resume and hypothesis will be considered for this internship.

Our Vaisala solutions contribute to societies and people’s lives in over 150 countries – and can even be found in space. With our technological innovations for measuring weather, environmental and industrial conditions, we have a key role in solving the grand social and environmental challenges of our time. We offer you a career with a clear purpose and a chance to create observations for a better world.  We take pride in being pioneers who strive to bring about positive changes in both the society and environment, and our work is not done yet. Take advantage of this opportunity and join our team to make a difference!


What we offer:

Our benefits package includes: health, dental, and vision insurance, flexible spending accounts, company paid life, long and short term disability, 401(K) plan with company match, a variety of voluntary benefits programs, fitness reimbursement, Employee Assistance Programs, and tuition reimbursement. We also offer holiday pay and a generous paid time off plan.


To be considered for this position you must currently be eligible to work in the U.S. Vaisala participates in the E-Verify employment verification system. Candidates are subject to a complete background check prior to an offer being extended.



Vaisala is proud to be an Equal Opportunity, Affirmative Action Employer. Minorities, women, veterans, and individuals with disabilities are encouraged to apply. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, gender, sexual orientation, gender identity, national origin, citizenship, status, marital status, genetic information, disability, protected veteran status, or any other legal protected status.


EEO Is the Law Poster


Reasonable Accommodation Notice

Federal law requires employers to provide reasonable accommodation to qualified individuals with disabilities. Examples of reasonable accommodation include making a change to the application process or work procedures, providing documents in an alternate format, using a sign language interpreter, or using specialized equipment. As a government contractor, Vaisala complies with Section 503 of the Rehabilitation Act of 1973 (the Act), which is a law that prohibits federal contractors and subcontractors from discriminating in employment against individuals with disabilities and requires employers take affirmative action to recruit, hire, promote, and retain these individuals.


If you require a reasonable accommodation to complete an application for a recognized disability under applicable law, please contact Human Resources by phone at 303-499-1701 or by email at Please note that you can easily submit application by attaching your LinkedIn profile in the recruitment tool (LinkedIn Apply functionality).

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