Senior Data Scientist
Sentinel Building, Glasgow, Reino Unido
Aggreko
Inköp av diesel- och gasgeneratorer, hyra av kylanläggningar, kyltorn och luftkonditioneringar. Läs mer om Aggrekos utbud av kraftförsörjningar, skicka in din förfrågan idag.Senior Data Scientist
Permanent
Glasgow
At Aggreko, we provide energy solutions so businesses can grow, and communities can thrive.
Mines, data centers, sporting events, manufacturing sites – even whole cities – need electricity around the clock. Reliable supplies of energy have never been more critical. That’s why we make sure our customers have power, heating, and air conditioning when, where and for however long they need it.
The purpose of the role:
We have a great opportunity for a Senior Data Scientist to join our Global Data Science team based in Glasgow.
This role will work within a team of expert data scientists in our Commercial Team, collaborating with our business partners to deliver market-leading capabilities. Specifically, this role is ideal for someone who is enthusiastic to help shape how we apply data science to pricing. We are looking for an individual who wants to influence the direction of our projects, experiment with innovative approaches, and learn alongside a dynamic team.
Key Responsibilities
The key focus areas for the Senior Data Scientist are:
- Proactively explore data to uncover possible trends.
- Develop and evaluate optimization models to drive business performance.
- Design and test methods and approaches to understand how pricing impacts customer behaviour.
- Develop the design of pricing experiments, including A/B Tests, etc, to test/validate key assumptions.
- Collaborate closely with pricing teams to translate model outputs into actionable pricing strategies.
- Lead projects from ideation to product delivery, adopting an MVP mindset while adapting and iterating to optimize results.
- Work with the data engineering team to deploy models into production using appropriate tools (such as MLflow)
What we’re looking for:
- Bachelor's, Master's, or Ph.D. degree in Mathematics, Statistics, Data Science, Computer Science, Physics, Engineering, or a similarly quantitative field.
- Excellent numeric and problem-solving skills, attention to detail, passionate about data, data science, and AI with a curiosity about how data can drive better decision making.
- Strong technical capabilities including coding proficiency (Python, PySpark, SQL or R)
- Experienced in machine learning, statistical modeling, and optimization techniques (e.g., Time Series Forecasting, Regression, GBMs, Bayesian methods).
- Strong interest in pricing analytics, market modeling, and demand forecasting.
- Ability to collaborate effectively with the team and communicate insights to non-technical stakeholders.
- Strong business acumen with the ability to integrate technical insights into practical, commercially-driven business solutions.
- Motivated self-starter with the ability to work under pressure, prioritize workload, and continuously improve and innovate.
- Team-oriented mindset, with a passion for sharing knowledge, supporting others, and contributing to a positive team culture
Why join Aggreko?
We welcome people from different backgrounds and cultures, and respect people’s unique skills, attitudes, and experiences. We encourage everyone to be themselves at work because we know that’s how we do our best, for each other, for our customers, for the communities where we work, and for our careers.
Our culture inspires and unites us to grow, change and deliver the best solutions for our customers. It means that we are:
Dynamic. Although we’re sixty years old, it doesn’t feel like it when you work here. There is a lot going on and our entrepreneurial spirit helps us to deliver at pace for customers and each other.
Experts in what we do. We’re a team of experts who blend our experience and unique expertise to deliver precisely the right solution for customers. Our work is hugely varied; no two days are the same. And because of this, there are always opportunities for motivated people to learn and grow quickly.
Innovative. We’re curious about how new ideas and technologies can benefit customers and simplify how we work. And that’s as true for our fleet, where we’re introducing hybrids and battery storage, as it is for improving the way we work together.
Together. We’re a team of 6,000 people. We might be spread out across the globe, but because we’re inclusive and straightforward, and we hold each other to account, we work well together to get things done.
Join us, bring your energy, and grow your career.
Equity, diversity and inclusion at Aggreko
We welcome people from different backgrounds and cultures, and respect people’s unique skills, attitudes and experiences. We encourage everyone to be themselves at work because we know that’s how we do our best, for each other, for our customers, for the communities where we work, and for our careers.
We are an equal opportunity employer. If you apply for a role at Aggreko, we will consider your application based on your qualifications and experience, and not on your race, colour, ethnicity, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: A/B testing Bayesian Computer Science Engineering Machine Learning Mathematics MLFlow MVP Physics PySpark Python R SQL Statistical modeling Statistics
Perks/benefits: Career development Team events
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