Machine Learning Engineer

Posted:
12/19/2024, 9:51:56 AM

Experience Level(s):
Mid Level

Field(s):
AI & Machine Learning

Workplace Type:
Remote

Pay:
$69/hr or $143,520 total comp

About us

Coalition is the world's first Active Insurance provider designed to help prevent digital risk before it strikes. Founded in 2017, Coalition combines broad insurance coverage with a digital risk assessment and continuous security monitoring to help organizations protect themselves in today’s hyper-connected world.

Opportunities to make an impact with bold thinking are real - and happening daily.

About the role

Coalition is seeking a skilled and motivated Machine Learning Engineer to join our dynamic AI Platform team. In this role, you will play a crucial part in scaling and refining our AI platform to support the adoption of advanced ML and LLM solutions across the organization. Collaborating with Data and ML Scientists as well as Software Engineers, you will manage, maintain, and enhance AI platform services that power key use cases in insurance and security engineering. Your contributions will directly influence Coalition’s AI strategy and drive innovation.

This is an exciting opportunity for a proactive ML engineer who thrives on building and operating robust platforms and tools to accelerate ML and LLM adoption. You will contribute to the AI Platform strategy, develop new capabilities using a combination of open-source and commercial products, and champion best practices, making a significant impact on the growth and evolution of our AI capabilities.

Responsibilities

Drive and execute machine learning projects/products end-to-end: from ideation, analysis, prototyping, development, metrics, and monitoring.
Design and implement ML pipelines for data preprocessing, feature engineering, model training, hyperparameter tuning, and model evaluation, enabling rapid experimentation and iteration.
Develop platforms to host ML/AI models, enabling the servicing team to leverage these capabilities efficiently.
Explore and integrate new AI tools to accelerate application development, providing support to machine learning scientists in building applications.
Survey and incorporate recent advances in AI/ML research into our set of core capabilities to drive the future of decisioning at Coalition
Thoughtfully communicate your work and experience in applied machine learning through internal collaborations and mentorship opportunities.
Contribute and grow the culture of data excellence on our team by bringing mature empathy, best practices, and processes to our organization.

Skills and Qualifications

3+ years in a similar role, ideally with experience in managing and deploying machine learning platforms or AI infrastructure on AWS. Hands-on experience with ML platform tools such as MLflow, SageMaker, or equivalent frameworks.
Strong understanding of large language models (LLMs) and generative AI, including their architecture, fine-tuning, and deployment in production systems.
Strong programming skills, particularly in Python, with an emphasis on building scalable and efficient ML systems.
Experience with cloud platforms, such as AWS, and infrastructure as code using Terraform
Comfortable and effective in ambiguous problem spaces; ability to own and drive projects with minimal oversight and process
Exceptional written and oral communication with technical and non-technical audiences

Bonus Points

Experience with using generative AI tools like Langchain/Lllama index and VectorDBs like Qdrant
Experience with experimentation tools like MLflow & AWS Sagemaker
Experience with ML frameworks such as: PyTorch, Tensorflow, Keras, etc
Practical and extensive experience in supervised and unsupervised machine learning methods
Experience in statistical analysis methods, most notably regression analysis, statistical inference, and forecasting
Experience in Insurance or Fintech though not required for this role

Perks

100% medical, dental, and vision coverage
Flexible PTO
Annual home office stipend and WeWork access
Mental & physical health wellness programs like Headspace, Lumino, and more!
Competitive compensation and opportunity for advancement

Why Coalition?

We’re a remote-first, mission-driven team committed to building a more inclusive culture with people of all different backgrounds. We trust our team members to take responsibility, share ownership, and put in the work to help us in our pursuit to solve digital risk.

Coalition’s exceptional growth stems from its ability to address real-world problems for organizations of all sizes and remain true to our founding values of character, humility, responsibility, purpose, authenticity, and inclusion.

We’re always looking for collaborative, inquisitive individuals to join #OurCoalition.

Visit our Newsroom >

Privacy Notice

Coalition is committed to protecting your privacy and handling your personal information responsibly. We collect, use, and store personal information as necessary for the recruitment process and in compliance with applicable privacy laws and regulations in all regions where we operate. We want you to understand what personal information we collect, how we use it, and your rights regarding access, correction, and deletion of your data where applicable. Information submitted, collected, and processed as part of your application is subject to Coalition's Privacy Policy. For further details, please review our full Privacy Policy or contact us with any questions regarding how your information is handled.

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Anti-Discrimination Notice

Coalition is proud to be an Equal Opportunity employer. Our policy is to provide equal employment opportunities to all individuals, without discrimination or harassment on the basis of any characteristic protected by applicable laws in each country where we operate. This commitment includes, but is not limited to, ensuring equal treatment in recruitment, selection, training, promotion, transfer, compensation, and all other aspects of employment. Coalition does not tolerate discrimination or harassment of any kind, and we are dedicated to fostering an inclusive and supportive workplace.

Accommodations

Coalition is committed to providing reasonable accommodations to qualified individuals with disabilities, including applicants and employees, in accordance with applicable laws and regulations in each country where we operate. Our policy is to support equal opportunity in the hiring process by considering qualified applicants regardless of disability or other protected characteristics, unless providing accommodation would impose an undue hardship or disproportionate burden. If you require accommodation to complete an application, interview, pre-employment testing, or participate in the selection process, please contact us at [email protected]. We also consider all qualified applicants, including those with criminal histories, in line with applicable laws and regulations in each jurisdiction.

To all recruitment agencies: Coalition does not accept unsolicited agency resumes. Do not forward resumes to our email alias, employees, or other physical or virtual organization locations. Coalition is not responsible for any fees related to unsolicited resumes.

Coalition

Website: https://www.coalitioninc.com/

Headquarter Location: San Francisco, California, United States

Employee Count: 251-500

Year Founded: 2017

IPO Status: Private

Last Funding Type: Series F

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