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

Allison Smith Company LLC

Electrical Design Engineer Job at Allison Smith Company LLC

 ...Electrical Engineer (23 Years Experience) We are seeking a motivated Electrical Engineer with 23 years of experience in electrical design to join our growing team. The ideal candidate has hands-on experience with electrical system layouts for commercial or industrial... 

Brooksource

Data Analyst Job at Brooksource

 ...Data Analyst Contract (6 Months) | Contract-to-Perm Opportunity Overview We are looking for a Data Analyst to support a fast-paced...  ...This is a hands-on role suited for someone who is comfortable working across data analysis, reporting, testing, and production... 

University of Maryland Faculty Physicians

WMHRP Specialty Therapist-Psychiatry Job at University of Maryland Faculty Physicians

 ...prevalent in this patient population which include but are not limited to infertility, perinatal loss, birth trauma, perinatal and postpartum support for mood and trauma-related disorders; and other duties as assigned. ESSENTIAL FUNCTIONS ~ Coordinates patient... 

Pride Health

Patient Care Assistant Job at Pride Health

 ...Job Title: Patient Care AssociateLocation: New York, NY 10019...  ...clinical tasks.Education and ExperienceHigh school diploma or equivalent...  ...required.Benefits:Pride Health offers eligible employees...  ...disability insurance, an employee assistance program, legal support, auto,... 

Perdue Farms

R&D Manager - Food Service Job at Perdue Farms

 ...Perdue Foods has a goal of becoming the most trusted name in premium proteins by creating products for consumers and for retail and...  ...customer knowledge for assigned business segments. Partner with Marketing to understand the consumer, i.e., demographics, basics of product...