Machine Learning Engineer, Coalition
$104.8-158.4k
Cyber insurance and security for businesses
Be an early applicant
Cyber insurance and security for businesses
501-1000 employees
Be an early applicant
$104.8-158.4k
501-1000 employees
Company mission
To protect the unprotected from technology failures and cyber-attacks, helping manage risk online so they can focus on growth.
Role
Who you are
- 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
- 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
Desirable
- 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
What the job involves
- 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
- 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
- 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
Our take
The cybersecurity industry has been going through a record-breaking period of investment. This trend has emerged as more companies move to cloud-based networks following the increase of out-of-office work, thus increasing the risk of cyber attacks. However, many cutting-edge cyber defences are too expensive for many companies.
Coalition’s joint offering of cyber security tools, a risk management platform, and cyber insurance allows companies to manage the ever-present risk of cyber threats.
The company has made a strong start since its 2017 launch, raising nearly $800 million in funding. There are a number of other fast-growth startups in the cybersecurity space, including Wiz and Orca Security, but Coalition’s shrewd insurance-based model is what sets it apart from the competition. The company has set out on a path toward global expansion, branching out from the US and Canadian markets to bring its solutions to the UK, whilst also acquiring smaller competitors like JUMBO.
Steph
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 6 rounds)
Jul 2022
$250m
SERIES F
Sep 2021
$205m
SERIES E
Total funding: $770m
Company benefits
- Paid parental leave
- 401k plan
- Stock option plan
- Open vacation days
- Flexible working hours
- Work from home opportunities
- Health insurance
Company values
- Character - We are never too big to do the small things that need to be done. We balance pride with humility: absolute pride in performance; total humility before the magnitude of the task
- Humility - We aren’t afraid to ask questions, including simple ones like: can we do this better?
- Responsibility - We are building an environment of personal and professional development, in which an individual takes responsibility and shares ownership
- Purpose - The more you have to play for, the better you play. We are all here to build something we believe in and to make a company that will last
- Authenticity - We refuse to be distracted by the clamor of competitors or the tired industry in which we operate. We have the courage to follow our heart and intuition
- Diversity - The strength of the wolf is the pack. We’ve built an environment where all team members can thrive irrespective of their ideas, creed, gender, religion, sexual orientation, or any other arbitrary subdivision
Company HQ
Financial District, San Francisco, CA
Articles
Leadership
Joshua Motta
(CEO)After studying at the University of Chicago, Joshua worked at Goldman Sachs for a year before moving to Private Equity at Francisco Partners, and working as an IGNIA Partners Investor. He left his role at Cloudflare to co-found Coalition in March 2017.
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