Career Defining Opportunities Jobs

1,449,941 open positions · Updated daily

Career Defining Opportunities are the engine behind tomorrow’s products—AI/ML breakthroughs, cloud‑native platforms, secure cyber‑infrastructure, and user‑centric design. With 1081 positions open, hiring managers are prioritizing candidates who can lead cross‑functional teams, innovate at scale, and deliver measurable business impact. Demand is driven by rapid digital transformation, the shift to edge computing, and the need for responsible AI.

Typical roles include AI/ML Engineer (building TensorFlow models and deploying on Kubernetes), Cloud Solutions Architect (designing Terraform‑based multi‑cloud pipelines), Product Lead (setting roadmaps with data‑driven insights), Cybersecurity Lead (implementing Zero Trust with AWS WAF and Sentinel), and Data Platform Engineer (managing Airflow pipelines and Snowflake warehouses). Responsibilities span from prototyping, CI/CD automation, to stakeholder alignment and performance tuning.

Salary transparency is crucial for these high‑impact professionals because it aligns expectations, fuels fair negotiations, and signals company culture. Knowing exact ranges for roles like Senior ML Engineer or Lead Product Manager enables candidates to benchmark their skills, target growth opportunities, and avoid undervaluation in competitive markets.

Data Scientist (L5) - Promotional Media Measurement Science

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Promotional Media Measurement Science team conducts research and develops metrics to improve promotional assets and member engagement. The team seeks a senior data scientist to drive technical innovation and produce business impact by developing models, metrics, and insights to optimize promotional assets.

Internet Measurement and Geolocation Software Engineer (L5)

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Open Connect group builds and manages a content delivery network that delivers streaming video and leverages physical infrastructure. The GNI team focuses on mapping devices to real-world locations and leveraging network insights to improve the business while protecting member privacy.

Data Scientist 5 - Open Connect Experimentation

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Open Connect Data Science and Engineering team uses data to measure and improve Netflix's technical infrastructure. They are seeking a Data Scientist to help with foundational measurement problems in the Open Connect space, as traditional approaches like randomized AB tests are not always possible. The role involves partnering with cross-functional teams to design, analyze, and build reusable tooling for engineering partners.

Principal Product Manager - Games, Social Platform

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is focused on continuously improving its products and delivering new experiences to delight and entertain its growing membership. The Principal Product Manager for Games Social Platform is a senior cross-functional leader responsible for developing and executing the roadmap for bringing members together to play games via social experiences.

Senior Customer Success Business Partner

Company: Anaplan

Location: Remote

Posted Nov 17, 2025

This job description outlines the responsibilities of a Senior Customer Success Business Partner, including managing customer portfolios, acting as a trusted advisor, leading quarterly reviews, and driving adoption. It also lists qualifications like experience in customer success, technical skills, and language proficiency, along with preferred skills such as management consulting expertise and familiarity with Anaplan.

Senior Technical Producer - Games

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is seeking an experienced technical producer to help enable innovative and efficient platforms and services for game developers. The role involves defining and executing the needs of the games technology strategy, working with game development teams and peers across Product and Technology, and ensuring features are delivered on time for evaluation and adoption by game studios.

Staff Product Designer - Design Systems (TV)

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is seeking a tenured System Designer to take ownership of their expanding TV Design System within Hawkins, a centralized design system that supports Netflix's Consumer business. The role involves owning the long-term vision and strategy for the TV design system, partnering with cross-functional leadership, developing scalable adoption strategies, and establishing design system standards and processes.

Software Engineer L5 - Build and Release Tools, Machine Learning Platform

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Model Observability & Lifecycle Management teams provide a centralized MLOps platform to multiply productivity for ML researchers. The Build and Release group is building a monorepo environment for ML engineers and researchers, seeking strong build engineers with experience in B&R best practices at scale.

Distributed Systems Engineer (L5) - Content & Business Products

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Content & Business Products Engineering team builds products and services to optimize content creation, from planning to distribution. They are seeking talented distributed systems engineers to help scale their efforts globally and work on projects like Squid Game, Stranger Things, and The Queen's Gambit.

Data Scientist - Ads

Company: Reddit

Location: Remote

Posted Nov 17, 2025

Reddit is a remote-friendly company with a flexible workforce. The company's primary revenue driver is advertising, and they aim to build a massive business. The Ads Data Science team leverages data to maximize advertiser value and improve the advertising platform. The role involves analyzing large datasets, developing ML models, and collaborating with stakeholders to drive impact.

Junior Software Developer - Observability

Company: Canonical

Location: Remote

Posted Nov 17, 2025

Canonical is a leading provider of open source software and operating systems. They offer a cloud-native monitoring stack for applications running on various cloud technologies. The company values collaboration, innovation, and diversity.

Product Manager - Games Developer Tools

Company: Netflix

Location: USA

Posted Nov 17, 2025

Netflix is expanding its games division with opportunities to develop developer tools and grow its Games on TV product globally. The role combines product management with developer advocacy, requiring strategic collaboration and technical expertise. The company offers competitive compensation and comprehensive benefits.

Frequently Asked Questions

What are the typical salary ranges for Career Defining roles by seniority?
<strong>Entry‑level (0‑2 yrs):</strong> $90k–$140k for AI/ML or Data Engineer. <strong>Mid‑level (3‑5 yrs):</strong> $120k–$200k, especially for Cloud Architects or Product Leads. <strong>Senior (6‑10 yrs):</strong> $160k–$280k for Senior ML Engineer or Lead Product Manager. <strong>Lead/Director (10+ yrs):</strong> $200k–$350k, often with equity or profit‑sharing.
What skills and certifications are most valuable for these opportunities?
Core skills: Python, PyTorch/TensorFlow, Kubernetes, Terraform, CI/CD (GitHub Actions, ArgoCD). Certifications: AWS Certified Solutions Architect, Google Cloud Professional Data Engineer, Microsoft Certified: Azure AI Engineer, Certified ScrumMaster (CSM), and security credentials like CISSP or CompTIA Security+.
Is remote work available for Career Defining roles?
Yes—over 80% of openings support full‑time remote or hybrid models. Employers provide cloud access, secure VPN, and collaboration tools (Slack, Zoom, Jira) to enable distributed teams.
What career progression paths exist within this category?
Typical trajectory: Associate → Senior → Lead/Principal → Director → VP. Progression hinges on mastering technical depth, leading larger squads, and driving business outcomes. Accelerated paths exist for those who contribute to open‑source, patents, or high‑visibility projects.
What industry trends shape the future of Career Defining Opportunities?
Key trends: democratized AI via AutoML, edge computing for IoT, quantum‑ready cloud services, zero‑trust security, sustainability tech (green cloud), and AI ethics governance. Companies seek leaders who can navigate these shifts.

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