Data Scientist, Machine Learning Expert
5 days ago
We are seeking an experienced Data Scientist to lead initiatives and drive the development of key features.
As the lead expert in machine learning and analytics, you will be responsible for spearheading projects such as real-time audio transcription, relevance detection, and the conversion of unstructured information into structured content.
Your expertise will guide prioritization and impact analysis across ML initiatives, while also identifying opportunities to leverage new AI/ML tooling within our workflow.
Key Challenges:- Scaling: With one of the fastest-growing organic user bases in key metropolitan areas, we need to support nationwide launch and scale accordingly.
- Bursting: We designed our infrastructure to scale without notice in case of a spontaneous incident. Our systems must efficiently support high traffic patterns and continue to scale to millions of users.
- Machine Learning: To process thousands of hours of audio daily, we plan to build ML models for audio analysis and targeting using current state-of-the-art techniques from academia.
- Analytics: We aim to alert users to incidents that matter to them, in a way that scales across different geographic densities and demographics.
- Mobile Video Streaming: Our app will ingest high-quality video at low-latency, transcode, and redistribute it seamlessly.
- Services: Go for transactional systems; Python for analytical systems
- Datastores: Cassandra, MySQL, Redis, Google PubSub
- Infrastructure: Kubernetes on Google Cloud
Salary Range: $160,000-$205,000 annually + equity + benefits
Required Skills and Qualifications- Computer Science degree or Machine Learning related degree; or equivalent work experience in the field
- Good theoretical grounding in core Machine Learning concepts and techniques
- Experience with a number of ML techniques and frameworks
- 3+ years experience leading and delivering effective ML solutions for production use cases
Citizen offers a competitive benefits package including medical, dental, vision, flexible spending accounts, paid time off, company holidays, stock option plan, commuter benefits, and various wellness perks.
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