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Forward Deployed Engineer (Machine Learning)

3 weeks, 1 day ago
Mexico, Brazil, Colombia
Full-time
Junior
DevOps Engineer
DevOps and Infrastructure
Computer Vision Deep Learning Docker Linux LLM Machine Learning MLOps PyTorch
Apply Now
Zipdev

Zipdev

Zipdev specializes in connecting businesses with highly skilled remote talent from Latin America, offering a cost-effective solution for hiring software developers and virtual assistants.

Professional Services
51-250
Founded 2014
View All Jobs 24

Description

  • Own real-time vision pipelines end to end, including production deployment and ongoing support.
  • Train, tune, update, and deploy deep learning models at client sites.
  • Debug production pipelines on-site in live customer environments.
  • Maintain low-latency on-prem inference pipelines using PyTorch, ONNX, TensorRT, and Triton.
  • Build and improve training data processing pipelines, including QA/QC labeling workflows.
  • Coordinate with labeling teams to prepare and validate training data.
  • Develop new ML features spanning classical ML, computer vision, and LLMs.
  • Work hands-on with GPU servers and multi-camera systems.
  • Collaborate closely with customer surveillance teams, distribution partners, and the product manager to experiment and ship features.
  • Serve as the technical face of the team in customer-facing casino deployments.

Requirements

  • 2-3 years of experience in machine learning.
  • Strong knowledge of both deep learning and classical ML.
  • Experience training, tuning, debugging, and productionizing models.
  • Strong skills in Linux and Docker.
  • Experience shipping models as services.
  • Comfort working in live production environments with minimal supervision.
  • Resourceful, adaptable startup mindset with willingness to work across ML, backend, and DevOps boundaries.
  • Experience with GStreamer, FFmpeg, or RTSP video pipelines (nice to have).
  • Experience with Triton Server and model optimization using TensorRT or similar acceleration frameworks (nice to have).

Benefits

  • Remote work Monday through Friday, 40 hours per week, with no weekends.
  • 10 business days of vacation per year.
  • 5 national holidays per year.
  • 5 company holidays per year, including Christmas Eve, Christmas Day, New Year's Eve, New Year's Day, and Zipdev Day.
  • Parental leave.
  • Health care reimbursement.
  • Active lifestyle reimbursement.
  • Quarterly home office reimbursement.
  • Payroll deduction purchase plans.
  • Longevity bonus.
  • Continuous learning bonus.
  • Access to training and professional development platforms.

Interested in this position?

Apply directly on the company website

Apply Now

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