Senior Machine Learning Engineer

Software Development · Remote (US-based/International applicants welcome), Texas
Department Software Development
Employment Type Full-Time
Minimum Experience Experienced

makepath is changing the way companies and their customers look at their geospatial data. By applying data science to huge, diverse data sets and considering state-of-the-art data visualization design, we build great applications for a growing number of companies. We are also passionate about the open-source ecosystem, and we actively contribute to many ongoing projects.


If you like the startup vibe where you can wear many hats and you are comfortable doing 100% remote work on a team that spans the globe;

If you like to get your hands dirty on projects that have a national projection on the largest market in the world;

If your English is good enough for technical conversations and your knowledge to make value out of data is very sharp, we want to talk to you!


Responsibilities

As a Senior Machine Learning Engineer, you will:


  • Work closely to our Data Scientists to build data science models to transform our customers' data sets into products.
  • Build machine learning methodologies and improve them constantly by developing and testing model enhancements.
  • Write technical documentation that communicates clearly to stakeholders and engineers.
  • Assist in the definition of data science models and follow the decisions concerning the architecture.
  • Be a team player: by helping other engineers to solve day-to-day problems.


Prerequisites

  • You must be comfortable participating in team and client meetings in English.
  • You must have excellent knowledge and skills in Data Science, with at least 4 years of experience, and be passionate about clean code and teamwork.
  • A degree in Computer Science, Information Systems or Software Engineering, Physical sciences, Mathematics or Statistics, is preferred; extensive academic and/or industry experience is mandatory.
  • We offer flexible work hours, but you are expected to be available for meetings and general interactions from Monday to Friday from 9 am to 5 pm ("Central US Time Zone)


Must have skills

  • Be able to develop machine learning applications/models according to requirements from our Data Science team
  • Fluency in Python 3
  • Proficiency with C/C++
  • Fluency in using the Scientific Python stack with technologies like NumPy, Pandas, Keras/TensorFlow, PyTorch, SciKit-Learn
  • Advanced analytics in Spark, Hadoop and Hive;
  • Ability to assess and improve ML model accuracy
  • Ability to express technical details in documentation
  • Familiarity with Git and Linux


Bonus points

  • M.S. / Ph.D. in Electrical Engineering, Computer Science, Applied Math, Statistics, or Machine Learning
  • Contribution to Open Source libraries within the Python / PyData ecosystem


Research & Development Areas:

  • Data visualization
  • Artificial Intelligence


About Us


If you want to learn more about working with us, we wrote a blog post titled: Why Work at makepath?


makepath is a Spatial Data Science and AI firm that specializes in using and building Open Source tools.


We are passionate about the open-source ecosystem and actively contribute to many ongoing projects and libraries.


We embrace a fully-remote company culture. We also value face-to-face connections and travel to meet with clients and team members as needed.

Thank You

Your application was submitted successfully.

  • Location
    Remote (US-based/International applicants welcome), Texas
  • Department
    Software Development
  • Employment Type
    Full-Time
  • Minimum Experience
    Experienced