Published: Sat, 04 Jan 2025 10:50:31 GMT
Position: Senior Machine Learning Engineer at Federato
About Federato:
Federato is a mission-driven company dedicated to providing efficient and equitable insurance solutions for all. We partner with insurance companies to offer affordable coverage for pressing issues such as the climate crisis, cyber-attacks, and social inflation. Our vision is backed by influential companies like Salesforce, Veeva, Zoom, and Box.
Job Description:
We are seeking a Senior Machine Learning Engineer to join our team at Federato. As a part of our team, you will play a crucial role in leveraging artificial intelligence and deep reinforcement learning to help insurance companies optimize their risk portfolios. Our cutting-edge ‘RiskOps’ solution empowers insurance underwriters to make informed decisions by utilizing underutilized data and providing real-time risk and portfolio insights. We are committed to putting insurance underwriters back in the driver’s seat and making a positive impact on society.
Responsibilities:
– Design and implement scalable machine learning pipelines to enhance accuracy and efficiency in submission intake processes for multiple insurance use cases
– Evaluate and benchmark open-source large language models (LLMs) and select and fine-tune the most effective ones to meet business-specific requirements
– Continuously research and incorporate the latest advancements in prompt engineering and model optimization to refine prompts for precision and relevance
– Collaborate cross-functionally and serve as a technical lead for junior team members, providing mentorship and guidance to elevate team performance and technical knowledge
– Ensure production-grade deployment standards, emphasizing scalability, reliability, and compliance with insurance data handling policies while balancing rapid iteration with stability
Qualifications:
– At least 5 years of experience as a Machine Learning Engineer or in a similar role
– Strong focus on pipelining LLM models for the past 3 years
– Experience in designing, training, benchmarking, and fine-tuning machine learning models, particularly in NLP and LLMs
– Familiarity with open-source models is a plus
– Experience building scalable ML pipelines using tools like Kubeflow
– Knowledge of automating and monitoring ML workflows to ensure consistent model performance in production
– Hands-on experience with cloud platforms and deploying models, managing cloud resources, and using relevant APIs for data intake, storage, and processing
– Excellent communication skills with the ability to convey complex findings to non-technical audiences
Culture at Federato:
At Federato, we value both your capabilities and cultural fit. We have a fast-paced environment where we listen to our users and take a first principles approach to problem-solving. We also promote a learning culture and value the ability to adapt and change our minds. Most importantly, we believe in having fun, so we welcome individuals who share our passion and enthusiasm for what we do.
Equal Opportunity Employer:
Federato is an equal opportunity employer and values diversity in our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We provide reasonable accommodations for individuals with disabilities to participate in the job application or interview process, perform essential job functions, and receive other benefits and privileges of employment. Please contact us at talent@federato.ai to request accommodation.
Join Our Team:
If you are passionate about using your skills to make a positive impact and want to be a part of a dynamic and inclusive team, then Federato is the place for you. Apply now and become a part of our mission to revolutionize the insurance industry. Apply link
