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Optimization & Machine Learning Engineer Helsinki

Intergrid

Intergrid

Software Engineering, Data Science
Posted on Mar 28, 2026
Helsinki

Optimization & Machine Learning Engineer

About Intergrid

Intergrid is a Helsinki-based technology company offering autonomous control for industrial energy systems with a mission to enable broader and faster transition to a truly renewable energy system.

Industrials are adopting electric-hybrid energy systems to cut energy costs, hedge fuel price risk and reduce their carbon footprint, but managing multiple energy sources and real-time power markets quickly exceeds the capabilities of existing tools and human operators.

Trusted by 100+ industrial sites in Europe, Intergrid's Autopilot handles the complexity and controls hybrid energy systems and power market trading 24/7.

In less than three years, we've grown exceptionally fast from three founders with an ambitious vision (and an office in Olli's living room) to an amazing, diverse team of >35 people from different nationalities.

To accelerate our growth, we have also secured >10M€ in funding from top-tier US and Finnish investors, such as True Ventures, Lifeline Ventures, Risto Siilasmaa, and the founders of Aiven. This allows us to continue expanding the team on all fronts with top talent passionate about tackling complex challenges and driven by curiosity and kindness.

We enjoy active collaboration and want to get to know our teammates beyond their Zoom profiles, so we would love to see you at our office located in Kalevankatu 30, Helsinki, as often as possible. Still, we all appreciate the possibility of working remotely from time to time.

About the role

We’re hiring a full-time Optimization & Machine Learning Engineer to join our fast-growing team in Helsinki!

You’ll contribute to one of Intergrid’s key scaling challenges: setting up, fine tuning and maintaining a scalable optimization engine that reliably performs across hundreds of industrial sites, even when conditions are complex and change fast. In this role, you’ll help build and improve the optimization models and ML/AI-driven components that power our Autopilot’s real-time decision-making layer. You’ll collaborate closely with our engineers and domain experts to make optimal decisions in a real-world industrial setting.

Why this opportunity is ideal for you: Autonomous vehicles are changing how we think about mobility. We're doing the same for industrial energy by developing an Autopilot that takes over real-time control of industrial-scale energy systems and power market trading.

The energy transition is creating a once-in-a-generation wave of sites going hybrid, and Intergrid offers an Autopilot to manage this complexity. In this role, you will be working on further developing our optimization models, which make real-time decisions surrounded by complex constraints and a volatile operating environment. The problem is deep and unrelenting: you will need to dive into decision-making under uncertainty, forecasting, and multi-market optimization, all in real-time!

Therefore, this role is a great opportunity for future builders with a strong mathematical background and proven problem-solving skills, who are curious to apply this knowledge to optimize industrial energy operations.

Key responsibilities

  • Model real-world industrial energy operationsinto clear, usable mathematical/algorithmic formulations.

  • Build, evaluate, and maintain ML/AI/optimization components that improve decision-making

  • Work closely with the team to iterate on assumptions, data inputs, and system constraints — and turn them into production-ready solutions.

  • Use AI tools effectively to accelerate development while applying strong mathematical judgment (AI is a helper, not a replacement for reasoning).

Who we are looking for

  • Strong mathematical foundation: You think precisely about systems, constraints, and trade-offs.

  • Applied modeling background: Education or experience in applied mathematics, systems science, machine learning, applied physics, or a closely related field.

  • Real-world problem solver: You can turn messy real-world processes into clear mathematical/algorithmic formulations, and iterate when reality disagrees.

  • AI-native: You use modern AI tools to accelerate your workflow, while applying your own strong judgment.

  • Curiosity-driven mindset: Interest in understanding dynamic systems (e.g., weather, logistics, the energy system) or similar domains.

  • Fluent in English: With the ability to tailor communication to your audience.

We also value if you have

  • Interest in industrial or operational processes and quantifying real-world systems.

  • Understanding of cause–effect relationships in e.g. energy or financial markets

What we offer

  • Values-driven culture – Be part of a culture built on kindness, curiosity, and creating win-win-win outcomes for customers, planet, and our success

  • Rapid growth journey - Join one of today's most exciting industries and a quickly growing technology company on a mission to drive the energy transition forward.

  • Competitive salary & stock options – Reflect your experience and commitment to our shared success

  • Active feedback and mentorship - We want you to succeed at Intergrid. To help you to reach your professional goals, we offer active mentorship and an open feedback culture.

  • Fast-track your career – Take on meaningful responsibilities within days, not months, as we scale rapidly. Top talents advance quickly when Intergrid is growing this fast and your success drives our success.

  • Thrive in our Helsinki HQ – Vibrant, supportive, and inclusive office-first environment

Our hiring process will typically follow these steps:

First discussion (30 min)

Get to know each other, learn about your motivation and previous experience. Brief intro on the role and Intergrid, discuss our mission, vision, and ways of working. You are more than welcome to visit our office.

Technical interview (120 min)

In-depth discussion about the role and your potential fit for it by focusing on role-specific competencies. Show off your skills in a role-specific technical case exercise.

Founder meetup (60 min)

Meet all our founders and dive into our strategy, culture and future plans. Ask all your toughest questions.

'Work with us' afternoon (4 hours)

We invite you to work with the Intergrid team for a half day to ensure our ways of working align with your aspirations. It is a significant commitment on both sides; thus we only move to this stage if we really want to work with you. It's designed to help both sides make the right decision, and especially giving you a transparent opportunity to decide on a new career chapter. You will receive compensation for this.

Locations
Helsinki

About Intergrid

Intergrid is a Helsinki-based technology company offering autonomous control for industrial energy systems, with a mission to enable a broader and faster transition to a truly renewable energy system.

Industrials are adopting electric-hybrid energy systems to cut energy costs, hedge fuel price risk and reduce their carbon footprint, but managing multiple energy sources and real-time power markets quickly exceeds the capabilities of existing tools and human operators.

Trusted by 100+ industrial sites in Europe, Intergrid's Autopilot handles the complexity and controls hybrid energy systems and power market trading 24/7. Simple, safe and economical.

In less than three years, we've grown from three founders to a diverse team of >35 people from different nationalities, backed by >10M€ in funding from top-tier US and Finnish investors including True Ventures, Lifeline Ventures, Risto Siilasmaa, and the founders of Aiven.

Founded in 2023
Coworkers >35
Helsinki

Optimization & Machine Learning Engineer