Senior Machine Learning Engineer Job at Acceler8 Talent, Alameda, CA

OWpNeEIxdXJCWnE0ZW9RaWhnU1JnaXc2N1E9PQ==
  • Acceler8 Talent
  • Alameda, CA

Job Description

Data Science – Machine Learning / Full Time / Remote

A mission-driven company focused on enabling equitable and efficient access to insurance for everyone. The goal is to empower insurers to offer affordable coverage to individuals and organizations facing challenges such as climate change, cyber risks, and social inflation. Backed by leading investors, they leverage cutting-edge AI/ML technology to redefine how risks are managed.

Their AI-driven platform uses deep reinforcement learning to help insurance companies optimize their risk portfolios, ensuring fair and equitable pricing in hard-to-price areas. By operationalizing underutilized data and providing real-time risk insights, their solution improves underwriting decisions and empowers insurance underwriters to achieve their goals while delivering an essential service to society.

What You’ll Be Doing

  • Design and implement scalable machine learning pipelines, optimizing prompt engineering workflows to improve accuracy and efficiency for various insurance use cases.

  • Evaluate and benchmark open-source large language models (LLMs), selecting and fine-tuning the most effective ones to meet business needs while ensuring adaptability and innovation.

  • Research and incorporate the latest advancements in prompt engineering and model optimization to refine prompts for precision and relevance, contributing to a robust ML infrastructure.

  • Collaborate across teams, serving as a technical lead and mentor for junior team members, enhancing overall team performance and knowledge.

  • Ensure production-grade deployment standards with a focus on scalability, reliability, and compliance with insurance data handling regulations, balancing rapid iteration with stability.

Who We Hope You Are

  • At least 5 years of experience as a Machine Learning Engineer or in a similar role, with a focus on LLM pipelines for the past 3 years.

  • Proven experience designing, training, benchmarking, and fine-tuning machine learning models, particularly NLP models and large language models (LLMs); familiarity with open-source models is a bonus.

  • Hands-on expertise in building scalable ML pipelines using tools like Kubeflow, along with automating and monitoring ML workflows to maintain consistent model performance in production.

  • Experience deploying models on cloud platforms, managing cloud resources, and leveraging relevant APIs for data intake, storage, and processing.

  • Strong communication skills with the ability to effectively convey complex findings to non-technical audiences.

Keywords:

Senior Machine Learning Engineer, Remote, AI, Machine Learning, Deep Reinforcement Learning, Large Language Models, LLMs, NLP, Prompt Engineering, Scalable Pipelines, ML Infrastructure, Kubeflow, Cloud Platforms, Model Optimization, Underwriting, Insurance Data, Risk Management, Data Science, Benchmarking, Fine-Tuning, Mentorship, Compliance, Real-Time Insights, Production Deployment, Automation, RiskOps.

Job Tags

Full time, Remote job,

Similar Jobs

Elevait Solutions

Security Officer Job at Elevait Solutions

 ...Job Title: Security Officer Location: Philadelphia PA Duration: 5+ Months Contract Note: Temp-to-Perm (Conversion expected within 36 months). Top Required Skills: Security & Safety Enforcement Customer Service & Conflict Resolution Emergency Response... 

Easy2Mine

Bitcoin Mining Technician Job at Easy2Mine

 ...Job Description: We are looking for an entry level Bitcoin Mining Operations Technician to join our team. The successful candidate...  ...degree in computer science or related field At least 2 years of experience in a IT role, preferably in a IT troubleshooting environment... 

Outlier AI

Teaching Assistant (Remote) Job at Outlier AI

Join a global community of talented professionals to shape the future of AI. Earn up to $15 USD/hr and additional rewards based on quality of submission. Outlier is committed to improving the intelligence & safety of AI models. Owned and operated by Scale AI , weve ...

Kering Eyewear

Customer Service Ambassador - French Speaker Job at Kering Eyewear

Kering Eyewear seeks a French-speaking Customer Service Ambassador in Bridgewater, NJ, to manage the order-to-cash flow for a designated customer portfolio. The role involves ensuring customer service excellence and compliance with business policies, requiring fluency in... 

Broward County Public Schools

TEACHER-DEAF & HARD OF HEARING Job at Broward County Public Schools

 ...and assist in the enforcement of all federal, state and district board regulations. Demonstrate knowledge and understanding of the...  ...if assigned Limited English Proficient (LEP) students. Keep school records and prepare and submit such reports as may be required by...