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Sr. Software Engineer, Machine Learning

Job Title
Sr. Software Engineer, Machine Learning
Position ID
27426689
Location
Remote, 
Other Location
Description

The owners and employees of Sourceability LLC share a unified goal of being the best electronics distributor in the market. We have seen our business endure and adapt to many changes in the global marketplace. We are driven by technology and are continuously looking for innovations that will improve the industry.

Our resilience is directly attributed to our hard work and the value we place on relationships with co-workers, customers, & our suppliers. Our employees, customers, suppliers, and business associates know from experience that we honor our commitments, and we stand behind everything we do.

We are looking for a candidate with experience in machine learning and natural language processing and a good understanding of different approaches to determine the best solutions to solve difficult problem. A strong background in machine learning and software development is required. You will work closely with the business and engineering to understand and help define areas where M/L can be applied to improve efficiency. We want someone who can bring ideas to the table that drive innovation.

Responsibilities:

  • • Design, develop and deploy machine learning models in production environment.
  • • Manage and monitor full lifecycle of ML models in production (e.g. monitor features, model results and performance)
  • • Schedule and orchestrate complex ML workflows and pipelines using latest technologies and schedulers
  • • Provide engineering solution to support production level machine learning and data-driven initiatives.
  • • Continuous innovation and optimization of machine learning workflow, through R&D on new technologies
  • • Establish, implement and maintain best practices and principles of machine learning engineering

Requirements

  • Machine learning fundamentals and deep learning
  • Fluency in at least one modern ML frameworks (TensorFlow, PyTorch, SpaCy, SciKit, Caffe)
  • Implementation experience in machine learning algorithms and applications
  • Strong expertise in ML model deployment tooling (including experience with tools for real production deployments, testing, management of package dependency

Theoretical background of the mathematics/statistics of the ML algorithms  a big plus. 

  • Familiar with the electronic component industry a plus
  • Excellent verbal and written communication skills
  • BS degree in Computer Science, Computer Engineering, or related field.
  • 2+ years of experience in machine learning, data science, software engineering
  • Highly motivate and self driven
  • Passionate about machine learning, new application areas and new tools

We are not offering visa sponsorship at this time. Only candidates who are US Citizens or Green Card holders will be considered.

OPPORTUNITY EMPLOYER.

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