Machine Learning Engineer
Job Description
Key Skills Required
Master these to land this role
Want to know if you're a match for this job?
There's nothing more exciting than transforming an industry that's been stagnant for decades.
Federato is an AI-native platform that’s bringing agentic AI to the full policy lifecycle. We’re aggressively transforming how insurance work gets done, and the world is paying attention: we've raised $180 million, including a $100 million Series D from Goldman Sachs. We have powerful product-market fit, and we're growing fast globally.
You'll get to work on complex problems with one of the most advanced AI teams you'll find anywhere. If you're the person we need, you know that AI bolted onto legacy systems is too weak to matter. That's why we built our platform to be AI-native from day one. That's why you can do here what you can never do at a legacy software company: move fast and prove it, not theorize it. We think from first principles. You’ll work on problems that matter, building software that fundamentally changes how insurance operates.
What You’ll Be Doing:
- Designing and implementing efficient and scalable machine learning pipelines, across multiple insurance use cases.
- Collaborating cross-functionally, serving as a technical lead for junior team members, providing mentorship and guidance to elevate team performance and technical knowledge.
- Ensuring production-grade deployment standards, emphasizing scalability, reliability, and compliance with insurance data handling policies, balancing rapid iteration with stability.
- Building reusable, modular infrastructure components and CI/CD pipelines for ML and LLM workloads, enabling rapid experimentation and seamless transition from research to production.
- Championing best practices in observability, testing, and monitoring of ML systems, establishing standards for model/data drift detection, logging, and automated rollback strategies.
What We Hope You Bring:
- Proven experience as a Machine Learning Engineer or similar role (at least 8 years), with a strong focus on leveraging LLM models over the last 2 years.
- Expertise designing scalable and robust machine learning pipelines, both for classical machine learning systems and large language model applications.
- Knowledge of automating and monitoring ML workflows to ensure consistent model performance in production.
- Hands-on experience with cloud platforms, including deploying models, managing cloud resources, and using relevant APIs for data intake, storage, and processing
- Great communication skills with the ability to convey complex findings to non-technical audiences.
Here at Federato, your capabilities are important, but culture fit is essential. We move fast, are eager to listen to our users, take a first principles approach to solving problems, and value learning and the ability to change our minds. Most importantly, we're here to have fun. Our ability to make a difference starts with our people. We would love to work with you!
How would you rate this job post?
See what other professionals think about this role.
Similar Opportunities
More Openings at Federato
Federato
View Company ProfileFederato is a forward-thinking technology firm that is pushing the boundaries of innovation. As a leader in its field, Federato is committed to delivering cutting-edge solutions that meet the evolving needs of its customers. With a strong focus on research and development, the company is constantly seeking new ways to improve its products and services, ensuring that they remain at the forefront of the industry. Federato's team of expert professionals is dedicated to providing exceptional service and support, working closely with clients to understand their unique requirements and develop tailored solutions that exceed their expectations. Through its commitment to excellence and innovation, Federato has established itself as a trusted and reliable partner for businesses and organizations seeking to stay ahead of the curve. With a strong foundation in technology, Federato is poised for continued growth and success, expanding its reach and influence in the years to come. The company's dedication to innovation, customer satisfaction, and employee development has created a positive and dynamic work environment, fostering a culture of collaboration and creativity. As a result, Federato has become a desirable destination for top talent, attracting individuals who share the company's passion for innovation and its commitment to making a meaningful impact. With its sights set on the future, Federato is well-positioned to capitalize on emerging trends and opportunities, driving growth and success for itself and its clients. The company's emphasis on sustainability, social responsibility, and community engagement has also earned it a reputation as a responsible and caring corporate citizen. By prioritizing the well-being of its employees, customers, and the environment, Federato is building a lasting legacy that extends far beyond its business operations. Through its pioneering approach to technology and its unwavering commitment to excellence, Federato is redefining the standards of its industry, setting a new benchmark for innovation, quality, and customer satisfaction. As the company continues to evolve and expand, it remains focused on its core values, ensuring that its pursuit of growth and success is always guided by a deep sense of purpose and responsibility.
Safety First
- Never pay for a job application.
- Do not share sensitive bank info.
- Verify the client before starting work.