Dynamic Environment Jobs in New York City, NY

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Senior Machine Learning Platform Engineer

Company: Hinge

Location: New York City, NY

Posted Jan 25, 2025

Hinge, a dating app, is seeking an experienced ML backend engineer to join its AI Platform Core team. The role involves designing and contributing to a budding ML platform, accelerating the development, deployment, and operations of AI-enabled features. The ideal candidate should have 3+ years of experience in ML backend, data, or platform engineering, proficiency in Python, Go, or Java, and a degree in computer science or a related field. The role offers opportunities for professional growth, parental leave, fertility support, a date stipend, and free access to Udemy. Hinge values authenticity, courage, empathy, and diversity.

Frequently Asked Questions

What are the typical salary ranges for Dynamic Environment roles at different seniority levels?
Entry‑level Edge DevOps Engineers earn $90k–$110k, mid‑level $120k–$150k, and senior roles $160k–$200k. IoT Solutions Architects at the senior level often command $170k–$210k, reflecting the blend of cloud, security, and hardware expertise required.
What skills and certifications are essential for Dynamic Environment positions?
Core skills include Kubernetes, Docker, Terraform, and cloud‑edge integration (AWS Greengrass, Azure IoT Hub, Google Cloud IoT Core). Certifications such as CompTIA Security+, Certified Edge Platform Professional, and Certified IoT Security Practitioner validate expertise in OTA security, edge firmware, and secure data pipelines.
Is remote work available in Dynamic Environment roles?
Many platform‑ and devops‑focused positions support full remote or hybrid models, while on‑site or field roles—such as edge data‑center maintenance, field deployment of autonomous systems, or 5G base‑station configuration—require periodic on‑site presence.
What career progression paths exist within Dynamic Environment?
Typical progression moves from Edge Ops Engineer to Senior Edge Ops Engineer, then to Lead Edge Architect, followed by Platform Manager, and ultimately Director of Edge Engineering or VP of Edge Solutions.
What industry trends are shaping Dynamic Environment hiring?
Key trends include Edge AI and micro‑services at the edge, 5G Multi‑Access Edge Computing (MEC), OTA security frameworks, real‑time analytics pipelines, and the convergence of cloud and edge for autonomous vehicle and industrial IoT deployments.

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