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Applied Data Scientist
Posted on 10/19/2022
Experience Level
Desired Skills
Apache Spark
Data Science
Data Structures & Algorithms
  • BS/MS/PhD in Computer Science, Electrical Engineering, or related technical field
  • 3+ years of industry experience in developing ML systems
  • Strong programming skills in Python
  • Proficiency manipulating big data with Apache Spark (PySpark)
  • Must have: Experience with leading machine learning product development on time-series data (sensor, IOT devices, health/fitness tracking, audio, etc.)
  • Strong knowledge in software architecture design, debugging, source control management, testing, performance, scaling, and operations
  • Experience and demonstrated capability to handle challenges with vague or abstract problem definition
  • Lead the development of machine learning algorithms on health/fitness data
  • Improve existing machine learning pipeline scalability, usability, and performance
  • Work closely with cross-functional teams to tackle challenges around time series data coming from sensors and edge devices
  • Connect the gap between R&D and production and collaborate with our product managers, data scientists, and firmware engineers to ensure the delivery of high quality and robust solutions for our users
Desired Qualifications
  • Knowledge in edge devices with limited computing power and memory size
  • Experience building and deploying machine learning models that run efficiently on edge devices
  • Signal processing

501-1,000 employees

SaaS experience platform for Communications Service Providers
Company Overview
Plumes' ambition is to build on their diversity of lived experiences to create more equitable opportunities for underserved communities through community engagement and education.
  • Lifetime Plume HomePass membership (availability based on geographic location).
  • Allowance for home office set-up.
  • Monthly data or phone allowance.
  • Plume employee referral bonus program.
  • Public Transportation reimbursement.
  • Retirement savings contributions
  • Employee discounts.
  • Patent submission support and incentive award program.
  • Competitive and comprehensive health insurance coverage and extended benefits such as dental, vision, life, short/long-term disability insurance, and FSA/HSA (detailed coverage may vary by location).
  • Employee assistance program.
  • Generous vacation policy to ensure time to recharge (open paid time off or generous accrued paid time off based on location).
  • Health and wellness reimbursement and a Premium Strava membership.
  • Holistic health platform with Walking on Earth.
  • Generous parental leave policy.
  • Living our Plumian traits.
  • Online and in-person team-building events.
  • PlumeStrong - our corporate social responsibility program designed to apply our resources (time, brainpower, product, money) for good.
  • Remote/flexible work arrangements.
  • Professional development opportunities.
  • Immigration support.
  • Inclusive workplace, where everyone feels at home.
Company Core Values
  • Action: We work in the NST 'Now Standard Time' zone
  • Innovation: We challenge tradition, creating our own mold
  • Do what’s right: We always ask what we should do, instead of what we can
  • Focus: We charge towards productive goals with intention
  • Detail: We do everything exceptionally well, or we don’t do it
  • On-time, on-spec: We deliver what we promise on-time and on-spec
  • Seek truth: We keep challenging our own decisions, and the status quo