Talent.com
ML Ops Data Scientist
ML Ops Data ScientistBlueConduit • Ann Arbor, Michigan, United States
[error_messages.no_longer_accepting]
ML Ops Data Scientist

ML Ops Data Scientist

BlueConduit • Ann Arbor, Michigan, United States
[job_card.30_days_ago]
[job_preview.job_type]
  • [job_card.full_time]
[job_card.job_description]

Company Overview

BlueConduit is an infrastructure analytics SaaS company and social enterprise founded in 2019. We have focused on serving water utilities and pioneered the predictive modeling approach to lead service line and water main risk identification and replacement. Prior to starting the company, our founding team members were first to model the distribution of lead pipes in Flint, Michigan. We now help cities throughout North America model risk and meet compliance across multiple water distribution assets, including service lines, water mains, and more. We are passionate about using data science for social good and improving equity. Through our software platform, utilities, municipalities, government agencies, and consultants standardize, predict, report, and communicate key information about water infrastructure. BlueConduit operates as a remote-first organization.

Our software enables utilities to focus their resources where risk is highest, thereby improving the quality and reliability of drinking water, especially for vulnerable communities, and saving millions of dollars. BlueConduit has worked with more than 400 cities and inventoried over 5 million service lines, saving our customers over $300M and years of added work.

Job Description

BlueConduit is hiring a Machine Learning Operations / Data Scientist to put cutting-edge data science work into production code, embedded in our software that serves our customers. That data science work involves building and deploying machine learning pipelines to predict risk in water distribution infrastructure.

Responsibilities

  • Build in more automated processes with latest AI tools to improve machine learning models performance and efficiency of cloud-based data pipelines
  • Work closely with Software Engineering and Product to seamlessly integrate data science code into the production code of our software.
  • Actively engage in R&D to continually scale the impact of BlueConduit's predictive methods
  • Use machine learning pipelines and other internal tools to provide risk predictions for water distribution assets
  • Support non-technical clients with data analysis and clear communication of model results on tight timelines

This role will report to the VP of Data Science.

We are a small, remote, and growing team, so this is an excellent opportunity to grow into and shape your role at our company. The role provides opportunities for mentorship and for taking on leadership responsibilities.

Qualifications :

  • Curiosity to learn and commitment to the human side of data science
  • Passion for data science for social good and environmental justice
  • Independent problem-solving
  • Excellent verbal and written communication skills
  • Undergraduate degree in quantitative field (e.g., CS, math, stats, physics, etc.)
  • Substantial experience with Python, especially pandas, Scikit-learn, PySpark, and numpy
  • Extensive experience (~5+ years) with machine learning and statistical models, including validation and evaluation of model performance
  • Machine Learning Operations (MLOps) experience
  • Experience building production code based on solid data science work
  • Experience building and improving machine learning models and data pipelines
  • Experience using latest AI tools for implementing ML / DS work in production software
  • Experience deploying, monitoring, and maintaining machine learning models in production environments
  • Experience building production-level ML pipelines using PySpark (or Spark in Scala)
  • Experience with issues related to modeling (e.g., selection biases, causal inference)
  • Experience working with messy data, iterating with clients on a shared dataset
  • Ability to build and maintain strong documentation habits
  • Proficiency with Git workflow
  • Experience building models and pipelines in Databricks
  • Nice-to-have Qualifications :

  • Graduate degree in a quantitative field
  • Experience using distributed computing
  • Experience with Agile product development (e.g., sprints, standups, scrums)
  • Experience working with geospatial models, modern GIS systems, and geospatial data science tools (geopandas, shapely, rasterio, geodal, etc)
  • Familiarity with infrastructure, water quality, or government data
  • Location : Remote

    Compensation :

  • Salary range ($125-145K), commensurate with experience
  • Stock options
  • Health benefits (100% coverage of medical premiums for a base plan or a portion of a premium plan; Vision and Dental also available)
  • Simple IRA benefit (3% company contribution matching)
  • [job_alerts.create_a_job]

    Data Scientist • Ann Arbor, Michigan, United States

    [internal_linking.related_jobs]
    Scientist I-Bioassay

    Scientist I-Bioassay

    Element Materials Technology • Ann Arbor, MI, United States
    [job_card.full_time]
    Avomeen, proud to be part of Element, is seeking an.Provides scientific / technical guidance to other scientists / analysts as subject matter expertise in a particular field. Works independently and has...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Remote Exceptional Data Scientists - AI Trainer ($60-$100 per hour)

    Remote Exceptional Data Scientists - AI Trainer ($60-$100 per hour)

    Mercor • Ann Arbor, Michigan, US
    [filters.remote]
    [job_card.full_time]
    Role Overview • • Mercor is seeking data scientists to support one of the world’s leading AI labs in building robust, high‑performance systems for next‑generation machine learning applications.In thi...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    AI Engineer & Researcher, Inference

    AI Engineer & Researcher, Inference

    Speechify • Ann Arbor, Michigan, United States
    [job_card.full_time]
    PLEASE APPLY THROUGH THIS LINK : .The mission of Speechify is to make sure that reading is never a barrier to learning.Over 50 million people use Speechify’s text-to-speech products to turn whatever ...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Machine Learning AI Engineer

    Machine Learning AI Engineer

    The Mice Groups, Inc. • Ann Arbor, MI, United States
    [job_card.full_time]
    ML / AI Engineer / Contract, W2 only / Hybrid, 3 days per week onsite in Ann Arbor, MI or Palo Alto, CA / 1 year, extendable. Simplify vehicle software development and increase developer agility by ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Earn up to $3,000 Participating in Medical Surveys! (Hiring Immediately)

    Earn up to $3,000 Participating in Medical Surveys! (Hiring Immediately)

    Maxion Research • Wixom, Michigan, US
    [job_card.full_time] +1
    Join Our Part-Time Research Studies Today!.Are you eager to earn extra income from the comfort of your home? We are looking for motivated individuals to participate in paid research studies includi...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel Electrophysiology Tech in South Lyon, Michigan - $3,761–$6,583 / week (Must Have 2 Years of Experience)

    Travel Electrophysiology Tech in South Lyon, Michigan - $3,761–$6,583 / week (Must Have 2 Years of Experience)

    Vetted • South Lyon, MI, United States
    [job_card.full_time]
    Vetted is seeking a Electrophysiology Tech for a travel job in South Lyon, Michigan.Must have 2 years of experience.The assignment is 26 weeks long with 8 hour shifts. This contract pays approximate...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    ML AI Engineer

    ML AI Engineer

    Mice Groups • Ann Arbor, MI, US
    [job_card.full_time]
    ML / AI Engineer / Contract / Hybrid, 3 days per week onsite in Ann Arbor, MI or Palo Alto, CA / 1 year, extendable.Summary : Simplify vehicle software development and increase developer agility by ...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Remote Data Scientist (Kaggle-Grandmaster) - AI Trainer ($56-$77 per hour)

    Remote Data Scientist (Kaggle-Grandmaster) - AI Trainer ($56-$77 per hour)

    Mercor • Ann Arbor, Michigan, US
    [filters.remote]
    [job_card.full_time]
    Role Description • • Mercor is hiring on behalf of a leading AI research lab to bring on a highly skilled • •Data Scientist • • with a • •Kaggle Grandmaster profile. In this role, you will transform compl...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior Machine Learning Engineer - App Engine (CUDA / C++)

    Senior Machine Learning Engineer - App Engine (CUDA / C++)

    Torc Robotics • Ann Arbor, Michigan, United States
    [job_card.full_time]
    The mission of the Application Engine Team is to provide a robust, efficient, and flexible platform for integrating and managing various deep learning models and processes in the context of L4 auto...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Applied AI Engineer & Researcher

    Applied AI Engineer & Researcher

    Speechify • Ann Arbor, Michigan, United States
    [job_card.full_time]
    PLEASE APPLY THROUGH THIS LINK : .The mission of Speechify is to make sure that reading is never a barrier to learning.Over 50 million people use Speechify’s text-to-speech products to turn whatever ...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel CT Tech - $2,255 per week in Ypsilanti, MI

    Travel CT Tech - $2,255 per week in Ypsilanti, MI

    Medical Solutions • Ypsilanti, MI, US
    [job_card.full_time]
    A facility in Ypsilanti, MI is seeking its next amazing CT Technologist (Computed Tomography).Read on if this sounds like your perfect fit!. Nurses and allied healthcare professionals are in high de...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel Mammography Technologist

    Travel Mammography Technologist

    MedPro Healthcare Allied Staffing • 48382, MI, US
    [job_card.full_time]
    MedPro Healthcare Allied Staffing is seeking a travel Mammography Technologist for a travel job in Commerce Township, Michigan. Job Description & Requirements.Joint Commission-certified staffing...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel Endoscopy Tech in South Lyon, Michigan - $9,206 / month (Must Have 2 Years of Experience)

    Travel Endoscopy Tech in South Lyon, Michigan - $9,206 / month (Must Have 2 Years of Experience)

    Vetted • South Lyon, MI, United States
    [job_card.full_time]
    Vetted is seeking a Endoscopy Tech for a travel job in South Lyon, Michigan.Must have 2 years of experience.The assignment is 13 weeks long with 8 hour shifts. This contract pays approximately $9,20...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Senior Business Intelligence Developer - Information Technology - Pittsburgh, PA

    Senior Business Intelligence Developer - Information Technology - Pittsburgh, PA

    WesBanco Bank Inc. • Ann Arbor, MI, United States
    [job_card.full_time] +1
    Senior Business Intelligence Developer - Information Technology.Bachelor's degree in information systems, business, or analytics-related field, required. Minimum five years experience in BI developm...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    ML / AI Safety Engineer - AD / ADAS Systems

    ML / AI Safety Engineer - AD / ADAS Systems

    Woven • Ann Arbor, MI / Palo Alto, CA, Texas, United States
    [job_card.full_time]
    Toyota’s once-in-a-century transformation into a mobility company.Inspired by a legacy of innovating for the benefit of others, our mission is to challenge the current state of mobility through hum...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel CT Tech - $3,514 per week in Ypsilanti, MI

    Travel CT Tech - $3,514 per week in Ypsilanti, MI

    AlliedTravelCareers • Ypsilanti, MI, US
    [job_card.full_time] +1
    AlliedTravelCareers is working with Infojini Healthcare to find a qualified CT Tech in Ypsilanti, Michigan, 48197!.CT Tech travel Radiology / Imaging needed in Ypsilanti, Michigan.Self Assessment (Sk...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Machine Learning Engineer II - App Engine (CUDA)

    Machine Learning Engineer II - App Engine (CUDA)

    Torc Robotics • Ann Arbor, Michigan, United States
    [job_card.full_time]
    The mission of the Application Engine Team is to provide a robust, efficient, and flexible platform for integrating and managing various deep learning models and processes in the context of L4 auto...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Travel CT Technologist

    Travel CT Technologist

    Ethos Medical Staffing • Ypsilanti, MI, US
    [job_card.full_time]
    Ethos Medical Staffing is seeking a travel CT Technologist for a travel job in Ypsilanti, Michigan.Job Description & Requirements. Accurately interpret a physician's scanning instructions, a...[show_more]
    [last_updated.last_updated_30] • [promoted]