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Machine Learning Engineer
Posted on 7/14/2022
INACTIVE
Locations
Everett, MA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
Data Analysis
Data Science
Jupyter
Pandas
Postgres
Pytorch
Tensorflow
Kubernetes
Python
SpaCy
Requirements
  • You have shipped code to production and you have worked on end-to-end ML pipelines
  • You have in-depth knowledge of machine learning and are comfortable training, evaluating, deploying and monitoring models
  • You are comfortable exploring data, sharing insights and using data to make decisions
  • You are excited to help build machine learning infrastructure and products at a world class company
  • You have sharp product intuition and abundant empathy for the end user
  • You know that startups are a team sport. You listen to others, speak your mind, and ask the right questions. You are a great collaborator and teacher
  • You are highly entrepreneurial. You teach yourself new skills. You take the initiative to solve problems before they arise
Responsibilities
  • Research, develop, deploy and monitor ML systems that extract insights from our users' financial data, detect fraudulent activity, forecast users' financial state, allocate users' money to maximize financial health and predict user engagement
  • Perform data analysis and present insights to inform product direction
  • Collaborate with our engineering, product and design teams along each step of the product development process from ideation, to implementation, to testing, production release and monitoring
  • Work with data scientists and other ML engineers to create the infrastructure to deploy models, generate datasets and train models
Desired Qualifications
  • You're comfortable in a Python data science stack (ex. pandas, pyspark, jupyter) and with common modeling frameworks (ex. scikit learn, xgboost, pytorch, tensorflow, spacy)
  • You're comfortable with AWS tooling and a kubernetes deployment stack
  • You're comfortable contributing within a web app environment (ex. node, go, mongo, postgres)
Digit

51-200 employees

Effortless budgeting, saving, and investing
Company Overview
Digit's mission is to make financial health effortless, so they designed a smart bank account that constantly guides money in the right direction. Digit plans for today, tomorrow, and way, way later by making spending, bills, savings, and investments all work together.
Benefits
  • 100% paid family medical, dental, and vision plans
  • 401(k) plan
  • 18 weeks parental leave
  • Wellness perks
  • Lunch stipend
  • Life, AD&D, disability benefits
  • Unlimited PTO
  • Fertility reimbursement
  • Mental health resources
  • Internet reimbursement
Company Core Values
  • In it for the journey - We're here to improve the financial health of everyone we serve. It won't always be easy, but we're here for the long haul.
  • Focus on impact: We tackle the most important problems first. We learn quickly from mistakes and take responsibility for the impact of our efforts.
  • Build trust - We give direct feedback to each other and always strive to do the right thing because that’s what’s best for our members.