Share this Job
Location(s): 

Herndon, VA, US

Function:  Digital Technology & Innovation
Job Category:  Digital Technology and Open Innovation

Full Stack Data Scientist

 

Wärtsilä is an innovative technology company known for being a forerunner in the Marine and Energy markets. Every day, we - Wärtsilians - put our hearts and minds into turning Wärtsilä's purpose of enabling sustainable societies with smart technology, and our Smart Marine and Energy visions into reality. Our ultimate aim is to provide increased value to both our customers and society. New, game-changing ideas and continuous improvement have been part of our DNA since 1834. Together, we can create new business opportunities and a more sustainable future that we can all be proud of.


We are transitioning the world towards a cleaner future. By pushing the boundaries of engineering and technology, we make it work. We are always on the lookout for future-oriented talent - want to join the ride?

 

Role Summary/Purpose

The primary function of this role is to advance the development of our Islands+ and Renewables+ product offering, which includes the IntelliBidder PPA Optimizer Product.  The Full Stack Data Scientist will assist in the development of simulation tools, forecasting methods, and data driven operation optimization algorithms for energy systems in Python. The role will be an integral part of the Simulation and Data Science team in a Research and Development role, working to accelerate the development of our software capabilities while supporting new product development initiatives in the field of automated power system optimization.  A critical part of this role is understanding the

 

Essential Responsibilities

  • Turn data models and algorithms into software, with focus on full stack development and lifecycle of software and algorithms.
  • Evaluate model effectiveness by conducting tests on large sets of historical data
  • Develop, implement, and leverage linear and quadratic programming optimization methods.
  • Research, develop, and implement a broad array of algorithms in optimization, control, statistics, parameter selection, and reinforcement learning applications
  • Work with our cloud services development team to deploy and monitor Python solutions in a cloud/bare-metal hybrid environment, helping to tune and debug performance
  • Tune data models and algorithms for conducting time series analysis, forecasting, and operation optimizations related to energy management, improving performance and accuracy within the context of the business logic
  • Provide expertise related to renewable + storage power purchase agreements (PPAs) in the context of both vertically integrated utilities and merchant electricity markets globally
  • Write documentation on algorithm and model improvements to clearly communicate the structure of new methods and implementations, including justification
  • Support tasks outside of job description as needed
  • The candidate must be able to embrace the fast and dynamic environment of a growth stage company, comfortable with adjusting quickly to changing priorities.

 

Qualifications/Requirements

  • Experience in the energy industry, particularly with forecasting and dispatch systems
  • M.S. or Ph.D. in physics, mathematics, or engineering
  • Track record of a career trajectory in and towards software engineering
  • Experience with energy storage PPAs
  • Expert level in Python as a programming language (5+ years)
  • Experience building and deploying mathematical models to the cloud.
  • Can work independently and provide strong leadership

 

Desired Characteristics

  • Expertise in predictive analytics including regressions and machine learning techniques
  • Prior experience with production systems running advanced statistical algorithms and machine learning
  • Front-end web development, including having created custom graphics in D3.  Proficient in Javascript and experience using Node.js.
  • Experience with open-source analytic and data munging software
  • Familiar with large, distributed datasets for high-speed computing
  • Strong leadership record with active participation in renewable energy associations, forums, clubs, or groups

 

 

Why you and us

 

You will be a part of a global organization with local presence and work in an exciting and dynamic working environment with highly motivated and skilled co-workers. We offer interesting and challenging work tasks, as well as personal and professional development in a great team.

 

If you feel excited by being a part of this working environment and think your personal skills and qualities match the job requirements, we look forward to receiving your job application.

 

Successful applicant must be authorized to work in the USA without sponsorship.

 

We look forward to hearing from you. Qualified candidates must apply online: http://www.wartsila.com/en/careers/vacancies.

 

Wärtsilä North America values our employees. We offer a competitive salary and comprehensive benefits package.   Wärtsilä North America is an EOE/AA employer.

 

Vaccination is a vital tool to reduce the presence and severity of COVID-19 cases in the workplace, in communities, and in the nation as a whole. The spread of COVID when working in customer facilities and project sites can lead to costly site shutdowns, for which Wärtsilä could be deemed financially responsible. Many local government authorities require proof of vaccination to enter the state or country, and many of our customers require proof of vaccination to be on a project site. In line with legal regulations Wärtsilä has implemented a COVID-19 policy on vaccination and testing to reduce the risk of transmission on Wärtsilä premises. Wärtsilä strongly encourages all employees to be vaccinated to protect themselves and other employees.

 

 

#esocareers

#wärtsiläenergy 


Nearest Major Market: Washington DC