AI Engineer

At Umain, we're not just creating software; we're crafting the future, one innovative project at a time. With our motto "Shape, Ship, Scale," we empower our team to not only envision the future but also play a pivotal role in building it. We're a dynamic team where you can shape the future, ship groundbreaking solutions, and scale your abilities in many different ways.

We're on the lookout for developers ready to join us in this journey, bringing passion, creativity, and dedication along with them. The role is ideal for engineers with demonstrable skills in AI as well as for software engineers who have recently transitioned to AI and ML expertise, and offers an opportunity to develop your craft whilst working closely with clients on delivering AI solutions to real-world challenges.

Job Summary
We are seeking an AI Engineer with a strong intuition for AI and a genuine enthusiasm in building robust, scalable solutions to power innovative digital experiences. The ideal candidate combines technical expertise with a deep enthusiasm for advancing AI capabilities.

What We Offer

• A chance to work closely with global brands on a range of diverse and unique projects that explore and truly push the boundaries of what's possible.
• A fun and fair work environment where you have the opportunity to expand your skills through unique challenges and fantastic colleagues.
• A personal coach, and a setting where you can grow professionally and personally.
• Being part of multidisciplinary teams, participating in agile teams, being an important player in a highly ambitious setting.

As an AI Engineer at Umain, your role will involve:

• Assisting our clients in clarifying their questions and determining if using AI is a suitable solution for them
• You understand the limitations of a model and how to address them within the product's UX
• Implementing AI-as-a-Service (e.g., OpenAI, Claude LLMs) in projects; you assess when these services are a good option and understand any potential limitations
• Being familiar with pre-trained models and available datasets and the ability to apply them if existing AI services fall short for the use case at hand
• Validating, deploying, monitoring, and maintaining built models, ensuring they can be used at scale
• Developing and maintaining end-to-end data pipelines and machine learning workflows, optimizing for performance and reliability
• Working with diverse, cross-functional teams on projects that deliver groundbreaking AI solutions for global brands

It's a plus (not a requirement) if you have additional experience in:

• PyTorch, Tensorflow
• Transfer learning, few-shot learning, PEFT and LoRa
• Multi-modal transformer models, RLHF

Who You Are

We Value Candidates Who Demonstrate

• Great delivery skills: Proven capability to deliver AI solutions
• Strong AI intuition: A deep understanding of AI concepts
• Curiosity: Enthusiasm for emerging technologies, creativity in problem-solving, and an eagerness to learn in a rapidly evolving AI landscape
• You're a developer with a passion for innovation and a knack for problem-solving.
• You're eager to learn, grow, and take on new challenges.
• You value collaboration, diversity, and the opportunity to make a significant impact.
• You believe in the power of technology to shape the future.

Why Umain?
Career Framework
: We believe in fairness and clarity, which is why we've established a transparent career framework to ensure equal pay and equal opportunities for all. Your growth and success are as important to us as they are to you. Together with your coach, you will build your own development plan and grow in your career.

Work-Life Balance
: At Umain, diversity is our strength. We understand that life doesn't pause when you walk into the office. That's why we've cultivated an environment that supports an excellent work-life balance. We welcome team members from all walks of life, recognizing the richness that different backgrounds, ages, and life stages bring to our team. We're committed to supporting each other, encouraging a healthy work-life balance that respects your needs, whether it's taking care of your family, your pets, or yourself.

Innovations and Learning
: Technology is always evolving, bringing new challenges and opportunities for collaboration and learning. Our developers work closely with designers, analysts, testers and more to tackle these challenges head-on, sharing knowledge and growing together.

Skills Over Degrees
: We're more interested in what you can do than in the diplomas you hold. Talent, drive, and creativity are what count at Umain. Here, you'll find opportunities to grow, learn, and excel in your career, regardless of your educational background. If you have the ambition and commitment to succeed, we have the environment and resources to support your journey.

Are you ready to SHAPE, SHIP, and SCALE with us?

If you're a developer who thrives on innovation, values a supportive and inclusive workplace, and is eager to make a tangible impact on the future, we'd love to hear from you. Let's build something awesome together.

Umain is a digital product consultancy. We shape, ship and scale digital products at speed. Founded in Stockholm in 2001, we are a growing team of 100+ experts in digital product strategy, design, and technology.

We are a part of Eidra, a group of top-notch companies specializing in strategy, creativity, and engineering. As a collective we guide leaders in making meaningful and lasting change.