EvolutionIQ

Staff Software Engineer, ML Platform

New York, New York, United States

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Insurance, Artificial Intelligence, AI & Machine Learning, Data ScienceIndustries

Requirements

Candidates should possess a Bachelor’s degree in Computer Science or a related field, and have at least 5 years of experience in software engineering, with a strong focus on distributed systems and cloud technologies. Experience with machine learning platforms and MLOps practices is highly desirable. Strong programming skills in Python and experience with data processing frameworks like Spark or Hadoop are required. Knowledge of cloud platforms such as AWS, GCP, or Azure is also necessary.

Responsibilities

As a Staff Software Engineer, ML Platform, you will design, build, and launch scalable ML and data processing systems, automate model lifecycle management, introduce modern frameworks for model monitoring and hyperparameter tuning, lead the deployment of models through APIs, research and implement MLOps tools, and manage monitoring systems. You will also support the next phase of ML pipeline development, proactively identify and address bottlenecks, and share MLOps knowledge through training sessions and presentations, ensuring robust model performance and regulatory compliance.

Skills

ML infrastructure
ML pipeline
Model deployment
Distributed data processing
GPU/TPU training
Model monitoring
Cloud platforms
MLOps
System architecture
Automation

EvolutionIQ

AI software for insurance claims handling

About EvolutionIQ

EvolutionIQ creates software for the insurance industry that enhances the claims handling process using artificial intelligence. The software helps insurance examiners and adjusters identify the right claims to focus on, improving efficiency and accuracy. By understanding bodily injuries like a medical expert, it quickly assigns complex claims to specialized teams, leading to faster processing and better outcomes for claimants. The goal of EvolutionIQ is to streamline claims handling, ultimately increasing the number of successful returns to work for claimants.

New York City, New YorkHeadquarters
2019Year Founded
$58.7MTotal Funding
LATE_VCCompany Stage
Enterprise Software, AI & Machine Learning, Financial ServicesIndustries
201-500Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
Disability Insurance
401(k) Company Match
Unlimited Paid Time Off
Paid Vacation
Paid Sick Leave
Hybrid Work Options
Stock Options
Company Equity
Professional Development Budget
Home Office Stipend

Risks

Integration with CCC's systems may face challenges, delaying acquisition benefits.
Acquisition could shift company culture, causing internal disruptions or turnover.
AI reliance may expose EvolutionIQ to biases, leading to unfair claim outcomes.

Differentiation

EvolutionIQ uses AI to guide claims examiners, improving efficiency and accuracy.
The platform predicts claim trajectories earlier, enhancing Return to Work outcomes.
MedHub integrates medical data synthesis, streamlining claims decision-making.

Upsides

Acquisition by CCC Intelligent Solutions validates EvolutionIQ's AI capabilities in claims management.
Partnership with Lincoln Financial enhances disability claims processes and customer satisfaction.
Recent $10 million equity investment supports expansion and product development.

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