Machine Learning Engineer

| Austin
Send Resumes to: [email protected]
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Job Summary:

Cerity is a spinoff that is building a new technology innovation center in Austin. The innovation team is a group of thought leaders who are designing, building and implementing new and creative SaaS solutions.

As a Machine Learning Engineer, you will be responsible for developing solutions and deploying production code to address the current business needs. You will also be tasked with research and development activities that are forward thinking and somewhat unconventional.

Your responsibilities will range from building the systems/platforms needed to host the Machine Learning/Deep Learning/Reinforcement Learning algorithms to production hardening the algorithms created by our Data Scientists.

To do this job successfully, you will have needed prior work experience deploying ML/DL/RL algorithms into a production environment.

Responsibilities

  • Transform Data Science prototypes to production-grade solutions at scale
  • You will be expected to lead from the front in following best practices in development and CI/CD methods.
  • You will also be expected to be a strong independent contributor that is not afraid to implement/deploy the solutions (even if that means making mistakes). At Cerity, we believe that the only way to really learn something is to stumble a few times.
  • Design, code and deploy machine learning systems capable of processing large volumes of data
  • Research and implement appropriate ML algorithms and tools
  • Develop machine learning applications according to requirements
  • Establish reusable data processing pipelines to enable rapid re-training and iteration through different ML methodologies
  • Select appropriate datasets and data representation methods
  • Design experiments and analysis methodologies that are statistically rigorous
  • Run machine learning tests and experiments
  • Perform statistical analysis and fine-tuning using test results
  • Train and retrain systems when necessary
  • Extend existing and Cerity Proprietary ML libraries and frameworks
  • Keep abreast of developments in the field

Requirements

  • Proven experience as a Machine Learning Engineer. Must have held a Machine Learning Engineer Title in a previous role.
  • Understanding of data structures, data modeling and software architecture
  • Experience deploying ML and DL algorithms for regression and classification use-cases
  • Deep knowledge of math, probability, statistics and algorithms
  • Ability to write robust code in Python, Java and R
  • Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
  • Experience setting up systems/frameworks (e.g., Docker and Kubernetes) within AWS
  • Excellent communication skills
  • Ability to work in a team
  • Outstanding analytical and problem-solving skills
  • BSc in Computer Science, Mathematics or similar quantitative field; Master’s degree is a plus
  • Experience with Falcon is a bonus!
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Technology we use

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Location

We're in the heart of downtown, at the corner of 10th and Congress, one block away from the capitol building with easy access to shops & restaurants.

An Insider's view of Cerity

What’s the vibe like in the office?

We aren’t all work and no play! We work hard and move fast, but that doesn’t mean we don’t have time to have fun or play a game of shuffleboard or two in our office. Cerity is filled with fun and interesting individuals who all have very diverse hobbies and experiences to keep conversations interesting as we work towards completing our goals.

Katie

Technical Analyst

What's the biggest problem your team is solving?

We’re working on the right stuff when it’s hard. There’s no shortage of “opportunities” in the insurance space, but we aspire to make protecting small business as easy as one click shopping on Amazon. This is a huge goal and will take a commitment to challenging norms, AI, ML, and a modern tech stack; all fueled by a creative and passionate team.

Dennis

Chief Operating Officer

What makes someone successful on your team?

I think to be successful as a member of the Cerity family, you're eager to learn and evolve. You need to be driven enough to work at a high level independently, but humble enough to allow leadership to support and guide you. You will put the team first because you understand you will be given individual opportunities to grow and succeed.

Andrew

Manager of Member Services

How do your team's ideas influence the company's direction?

At Cerity, you'll find the work culture is truly an environment where team members are actively encouraged to interject their viewpoints & opinions "for the good of the cause". As we set out to completely re-invent insuretech from the ground up, all team members (regardless of title or experience) are asked to be part of the conversation.

Dave

Director of Marketing

How would you describe the company’s work-life balance?

Cerity offers an incredible work-life balance. Management does an exceptional job at setting the expectations and then getting out of the way (i.e. they will help shepherd projects, but they will not micro-manage!). The people at Cerity are word-class, and it shows.

Rob

Principal Data Scientist

What are Cerity Perks + Benefits

Cerity Benefits Overview

We have a work hard/play hard culture built on mutual respect, accountability, and a desire to do what it takes.
We offer unlimited PTO, an educational stipend, health, dental, & vision benefits, a 401k matching program, and more.

Culture
Friends outside of work
Eat lunch together
Team owned deliverables
Team based strategic planning
Diversity
Diversity manifesto
Health Insurance & Wellness Benefits
Dental Benefits
Vision Benefits
Health Insurance Benefits
Onsite Gym
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Performance Bonus
Child Care & Parental Leave Benefits
Flexible Work Schedule
Cerity provides employees with a flexible work schedule that includes flexible start and end times.
Vacation & Time Off Benefits
Unlimited Vacation Policy
Perks & Discounts
Casual Dress
Stocked Kitchen
Parking
We offer employees A parking subsidy.
Professional Development Benefits
Job Training & Conferences
Cerity offers employees professional development opportunities like Annual individual budget for training, The ability to attend job related conferences and seminars.
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