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Senior Software Engineer - ML Platform
Engineering
on site: New York City
added Thu Oct 19, 2023
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At EvolutionIQ, we are bringing together world-class technical talent who want to invent, solve, and create in an entirely new technology category. For our experts in machine learning, data science, applications, and technology integration, cracking the insurance industry’s previously ‘impossible’ big data problem with deep learning AI is our version of summiting K2 or Everest. We are looking for ambitious Senior Software Engineer - ML Platform, focused on model development and deployment, to join our growing team of Evolutioneers. Our teams are tackling challenges to modernize claims management atop a powerful AI backend, requiring sound technical judgment.

In this Role You Will:

  • Design, build and launch data & ML systems that support multi-machine data processing (map reduce), GPU/TPU model training & serving, and automated model monitoring systems.
  • Introduce modern, scalable frameworks for model monitoring, hyper parameter tuning, and continuous re-training
  • Owner of model deployment through REST and gRCP APIs to application frontend
  • Research and implement MLOps tools, frameworks and platforms for our ML projects
  • share knowledge through internal training and presentations about improving ML eng workflow
  • Support the rollout of our next phase of building, maintaining, & monitoring ML pipelines for 10 -100x more data

We are looking for someone who…

  • Exudes our ambitious, collaborative, and empathetic values
  • Hold yourself to high standards, ensuring high quality and passion for the field in which you operate
  • Remain agile and move between rapid prototyping and stable production development
  • Write efficient, reliable relational database queries
  • Write design documents, perform code reviews, and maintain state of the art engineering practices
  • Open to giving and receiving critical feedback
  • Believes in the mission of the company, cares about fundamental fairness
  • Enthusiasm for team work and pair work
  • Kind, empathetic, polite, and professional

Requirements:

  • 5+ years of software development experience with a focus on platform development with AI/ML applications of scale
  • Bachelor’s Degree or higher in Computer Science, Mathematics, or related field
  • Experience with production/software development environments
  • Acted as senior member of applied ML development team, from conception to shipping (1 or more)
  • Acted as part of an ML team that shipped a product
  • Expert developer who uses writes clean, efficient, easy to understand code with unit tests, functional design patterns
  • Expert in Python 3 and Pandas or equivalent data manipulation library
  • Our ML stack is built in Python, Dagster, DBT, TensorFlow, and BigQuery and we run on Google Cloud Platform.
  • Excellent document writing skills (additional to presenting results through Jupyter notebooks)
  • Extreme creativity and resourcefulness, appetite to solve previously unsolved problems

Work-life, Culture & Perks:

  • Compensation: The salary range for this role is $200-225K plus equity, with flexibility for the right candidate
  • Well-Being: Full medical, dental, vision, short- & long-term disability, 401k matching. 100% of the employee contribution up to 3% and 50% of the next 2%
  • Work/Life Balance: Work from home / work from NYC (whether you’re local to NYC or visiting us on a company-paid trip), or join us at our annual company offsite. We also have a flexible vacation policy.
  • Home & Family: Flexible PTO, 100% paid parental leave (4 months for primary caregivers and 3 months for secondary caregivers), sick days, paid time off. For new parents returning to work we offer a flexible schedule. We also offer sleep training to help you and your family navigate life schedules with a newborn
  • Office Life: Catered lunches, happy hours, and pet-friendly office space. $500 for your in home office setup and $200/year for upgrades every year after your initial setup
  • Growth & Training: $1,000/year for each employee for professional development, as well as upskilling opportunities internally
  • Sponsorship: We are open to sponsoring candidates currently in the U.S. who need to transfer their active H1-B visa

EvolutionIQ appreciates your interest in our company as a place of employment. EvolutionIQ is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees

EvolutionIQ’s mission is to improve the lives of injured and disabled workers and enable them to return to the workforce, saving billions of dollars in avoidable costs and lost productivity to the US and global economies and make insurance more affordable for everyone. We are currently experiencing massive growth and to accomplish our goals, we are hiring world-class talent who want to help build and scale internally, and transform the insurance space. We’re backed by First Round Capital, FirstMark Capital, Foundation Capital, Brewer Lane Ventures, and have been named as Inc.’s top places to work!