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ML Engineer, Tracking
JOB SUMMARY
Roles
Job details
Flock Safety is the leading safety technology platform, helping communities thrive by taking a proactive approach to crime prevention and security.
We’re a high-performance, low-ego team driven by urgency, collaboration, and bold thinking. Working at Flock means tackling big challenges, moving fast, and continuously improving.
Requirements
3+ years of industry experience in Deep Learning and Computer VisionExperience with Computer Vision modeling, such as Object Detection, Multi-Object Tracking, etc. Experience in metric learning, contrastive learning, and embedding-based ReID modelsExperience with integrating tracking algorithms like SORT, DeepSORT, ByteTrack, FairMOT, or graph-based tracking into systemsKnowledge of probabilistic models (e. g. , Kalman Filters, Bayesian filtering) and trajectory prediction. Experience in working with hybrid systems of deployed devices working with cloud processingStrong experience in PythonExperience leading projects from R D to productionExperience with SQLBasic Git knowledgeBasic Bash knowledge
Benefits
Flexible PTOFully-paid health
benefits
plan for employees12 weeks of 100% paid parental leaveFertility Family
Benefits
Spring HealthCaregiver SupportCarta Tax AdvisorERGsWFH Stipend
Product
ivity StipendHome Office Stipend.
We’re a high-performance, low-ego team driven by urgency, collaboration, and bold thinking. Working at Flock means tackling big challenges, moving fast, and continuously improving.
Requirements
3+ years of industry experience in Deep Learning and Computer VisionExperience with Computer Vision modeling, such as Object Detection, Multi-Object Tracking, etc. Experience in metric learning, contrastive learning, and embedding-based ReID modelsExperience with integrating tracking algorithms like SORT, DeepSORT, ByteTrack, FairMOT, or graph-based tracking into systemsKnowledge of probabilistic models (e. g. , Kalman Filters, Bayesian filtering) and trajectory prediction. Experience in working with hybrid systems of deployed devices working with cloud processingStrong experience in PythonExperience leading projects from R D to productionExperience with SQLBasic Git knowledgeBasic Bash knowledge
Benefits
Flexible PTOFully-paid health
benefits
plan for employees12 weeks of 100% paid parental leaveFertility Family
Benefits
Spring HealthCaregiver SupportCarta Tax AdvisorERGsWFH Stipend
Product
ivity StipendHome Office Stipend.
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The company
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Flock Safety United States
