200+ applicants

Company

Coalition, Inc. · 3 days ago

Machine Learning Engineer

United States

Full-time

Remote

Mid Level

$105K/yr - $158K/yr

3+ years exp

Maximize your interview chances

Cyber SecurityInformation Technology

H1B Sponsor Likely

Insider Connection @Coalition, Inc.

Discover valuable connections within the company who might provide insights and potential referrals.
Get 3x more responses when you reach out via email instead of LinkedIn.

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.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine Learning PlatformsAWSPythonLarge Language ModelsMLflowSageMakerTerraformPyTorchTensorFlowKerasGenerative AIStatistical AnalysisInsuranceFintech

Required

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.

Preferred

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.

Benefits

100% medical, dental and vision coverage

Flexible PTO policy

Annual home office stipend and WeWork access

Mental & physical health wellness programs (One Medical, Headspace, Wellhub, and more)!

Competitive compensation and opportunity for advancement

Company

Coalition, Inc.

Glassdoor

4.0

Coalition is the world's first Active Insurance provider designed to help prevent digital risk before it strikes.

Founded in 2017

San Francisco, California, USA

501-1000 employees

https://www.coalitioninc.com/

H1B Sponsorship

Coalition, Inc. has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (17)

2022 (19)

2021 (9)