Senior ML Engineer, Enrichment
About the role
Support the machine learning model lifecycle for Flock Safety, focusing on decoding evidence and defining crime elimination strategies, with emphasis on improving model performance and addressing drift.
Responsibilities
- Frame open-ended, real-world problems into well defined ML problems
- Make use of and improve on existing data acquisition and model training/evaluation pipelines to create datasets and obtain model feedback
- Leverage cutting-edge research and technology to create custom solutions
- Design and run experiments to test new ideas or improvements to existing models
- Build visualization and monitoring tools to evaluate the quality of our data and models
- Collaborate across teams and product to deliver solutions that fit within business and organizational requirements
- Review code of other Machine Learning Engineers
Qualifications
- 6+ years of experience
- BS/MS in Computer Science, Mathematics, Physics, Engineering, or proof of equivalent software engineering experience (PhD’s welcome)
- Experience solving problems using Machine Learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
- Good understanding of Deep Learning and Traditional ML (supervised and unsupervised) algorithms
- Experience writing Python in a team environment
- Able to take on complex problems, learn quickly, iterate, and persist towards a good solution
- Effectively communicate, at the level of your audience, and seek to understand and be understood
- Basic SQL knowledge
- Basic Git knowledge
- Experience with linear algebra, probability, and statistics (preferred)
Skills
Benefits
- Flexible PTO: non-accrual PTO, 11 holidays
- Fully-paid health benefits including Medical, Dental, and Vision with HSA match
- 12 weeks of 100% paid parental leave plus 6-8 weeks for birthing parents
- Partnership with Maven for fertility and family benefits with $50,000 lifetime max
- Spring Health mental health benefits: therapy, coaching, medication management
- Partnership with Cariloop for caregiver support
- Carta Tax Advisor sessions for tax and equity questions
- Employee resource groups: Women of Flock, Flock Proud, LEOs, Melanin Motion
- Wfh stipend: $150/month
- Productivity stipend: $300/year
- Home office stipend: $750 one-time
About Flock Safety
The first public safety operating system that eliminates crime.
Flock Safety provides the first public safety operating system that empowers private communities and law enforcement to work together to eliminate crime. We are committed to protecting human privacy and mitigating bias in policing with the development of best-in-class technology rooted in ethical design, which unites civilians and public servants in pursuit of a safer, more equitable society. Our Safety-as-a-Service approach includes affordable devices powered by LTE and solar that can be installed anywhere. Our technology detects and captures objective details, decodes evidence in real-time and delivers investigative leads into the hands of those who matter. While safety is a serious business, we are a supportive team that is optimizing the remote experience to create strong and fun relationships even when we are physically apart. Our flock of hard-working employees thrive in a positive and inclusive environment, where a bias towards action is rewarded. Flock Safety is headquartered in Atlanta and operates nationwide. We have raised $150M in our Series E led by Tiger Global at a $3.5B valuation.
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