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


Soft skills

Teamwork. Developing software for our clients means continuous interaction with other members of the makepath team and considering client input and requirements.

Communication. As a remote job, good virtual communication is essential for a good relationship with other team members.

Be detail-oriented. Yes, we are design-driven and want the perfect pixel! Without giving up agility, of course.

Creativity. 'Out of the box' thinking results in innovative solutions for our customers' problems.

Problem-solving. Keep an open mind to learn all the time.

Ownership and proactivity. You have full autonomy to think of solutions, as long as they are delivered with responsibility and organization.

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