Neara
Energy
DataScientist
Neural analysis suggests this role is
optimal for Mid candidates.
“Data Scientist at Neara. Skills: AI, Machine Learning, Digital twin model, Data analysis, Predictive modeling. Analyze real-world data to inform digital twin model. Drive product direction”
What You'll Achieve.
Build a more resilient global energy future; Scale this impact to every corner of the globe; Drive product direction with high visibility; Help our customers understand where to build and invest; Expand what Neara is capable of doing; Build out new infrastructure for the energy grid itself; Help guide customer buildout of electrical infrastructure; Improve our modeling of the grid; Prevent wildfires and mitigate disaster risks across millions of kilometers of infrastructure; Harden the real-world energy grid; See your experiments evolve into core product features that dictate how the world’s largest utilities invest
Industry & Context.
Excellent problem-solving skills as applied to new domains
What They're Looking For.
Must Have
3-6 years of experience at technical, data-driven companies, AI and Machine Learning experience, Experience translating models into experiments and deployable software, Proficiency in data storage and ETL technologies, Comfort working in an AWS cloud environment, Excellent problem-solving skills
Nice to Have
Geospatial data experience, Power grid experience, Prior experience in the energy industry
What You'll Do.
Analyze real-world data to inform digital twin model
Drive product direction
Highlight grid expansion opportunities
Identify aging and risky infrastructure
Help customers understand where to build and invest
Model accurate digital twin electric networks from imperfect data using AI
and classical ML algorithms
Surface meaningful analytics and metrics such as wildfire risk
Advise the company on what our data says
Conduct experiments and A/B tests to improve our modeling of the grid
QA and improve our predictive models
Craft scalable data pipelines to work with a variety of data sources
Mentor others in best practices for model training
and building data-driven products
How You'll Work.
Team & Collaboration
Working alongside ML Engineers and product-facing engineering teams; Ability to work cross-functionally on novel, cutting-edge problems
Communication Scope
Experience sharing findings with customers and senior leaders; Advise the company on what our data says and use that understanding to inform Neara’s strategy
Full Job Description
Imagine having the power to stress-test an entire power grid against a hurricane or thunderstorm before the clouds even gather. That is the reality we are creating at Neara. We use advanced machine learning to create engineering-grade, physics enabled digital twins of electricity grids across four continents, this helps asset owners understand their biggest challenges and bring the most viable solutions to life across millions of kilometres of infrastructure. By simulating extreme weather and structural stress at a network-wide scale, we empower the world’s largest utilities to pinpoint risks, optimise investments and build a more resilient global energy future. Our team is a collection of brilliant minds who are fanatical about making a tangible difference in the real world, utilising AI and machine learning to accelerate everything from data classification to complex scenario analysis. We have built a special culture where innovation thrives because everyone owns the mission and we need smart, creative people to help us scale this impact to every corner of the globe. Data Scientist As a Data Scientist, you will analyze a rich array of real-world data to inform our digital twin model of the electric grid, including topography, LIDAR, imagery, vegetation, structural loading, and electrical connectivity. Your work will drive product direction with high visibility, highlight grid expansion opportunities, identify aging and risky infrastructure, and help our customers understand where to build and invest. Working alongside ML Engineers and product-facing engineering teams, your ideas will ultimately take shape as new product features that expand what Neara is capable of doing, and as new infrastructure buildouts for the energy grid itself. What You Will Do: - Model accurate digital twin electric networks from imperfect data using AI, deep learning, and classical ML algorithms. - Surface meaningful analytics and metrics such as wildfire risk that help guide customer bui
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