Remote Senior Machine Learning Engineer

at Neara

Posted 3 days ago 3 applied

Description:

  • Neara is a high-growth technology company focused on creating engineering-grade 3D digital models of critical infrastructure, primarily electricity grids, and expanding into telecommunications and rail.
  • The software platform is used by infrastructure owners and operators globally to address challenges throughout the asset life cycle, including design, construction, asset management, and climate impact.
  • As a Senior Machine Learning Engineer, you will develop machine learning models using various data sources such as LIDAR, imagery, and vector data.
  • You will be involved in all stages of the ML lifecycle, including data collection, quality assurance, training, and model monitoring.
  • The role requires staying updated with best practices in data handling and MLOps, as well as integrating new machine learning techniques into the platform.
  • You will mentor junior engineers and foster a collaborative work environment that encourages continuous learning and growth.
  • Key contributions include developing methods to generate accurate electric networks from imperfect data, optimizing training pipelines, scaling model serving, improving model QA, and building scalable data pipelines.

Requirements:

  • Demonstrated experience with Machine Learning and Deep Learning is essential.
  • A strong foundation in software engineering is required.
  • Proficiency in machine learning frameworks such as PyTorch, TensorFlow, or Jax is necessary.
  • Excellent problem-solving skills applied to new domains are expected.
  • The ability to work effectively in an asynchronous and cross-functional manner on ill-defined problems is crucial.
  • Candidates must possess the ability to take ownership of problems and proactively approach challenges.

Benefits:

  • The position offers a competitive salary.
  • Employees will receive a meaningful Employee Stock Ownership Plan (ESOP).
  • The role provides the opportunity to work on a complex, innovative, and industry-leading product that makes a genuine difference in the world.