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.

District Leader, FS (Division 07 Region 37 District 02)

Company: CVS Health

Location: Austin, TX

Posted Oct 15, 2025

Responsible for implementation of new programs in both front store and pharmacy. Ensures compliance with federal, state and local laws and regulations…

Sr. Software Development Engineer - Embedded, Flight Sw, Kuiper Flight Systems / Software

Company: Amazon Kuiper Manufacturing Enterprises LLC

Location: Redmond, WA

Posted Oct 15, 2025

5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience.

Applied Scientist, Perfect Order Experience (POE) AI

Company: Amazon Stores

Location: Seattle, WA

Posted Oct 15, 2025

Experience in state-of-the-art deep learning models architecture design and deep learning training and optimization and model pruning.

Sr. Embedded SDE, Kuiper Customer Terminal Software Team

Company: Amazon Kuiper Manufacturing Enterprises LLC

Location: Redmond, WA

Posted Oct 15, 2025

We are looking for an embedded Software Development Engineer to own, design and develop Customer Terminal system software for Project Kuiper, using embedded…

Data Scientist (Remote)

Company: Inspira Financial Trust, LLC

Location: Oak Brook, IL

Posted Oct 15, 2025

The ideal candidate will possess a strong foundation in statistical modeling, machine learning, and data engineering, along with the ability to communicate…

Associate Creative Director, Ring Retail & Marketing

Company: Amazon.com Services LLC

Location: Hawthorne, CA

Posted Oct 15, 2025

Experience partnering with technical partners for design implementation. Los Angeles County applicants: Job duties for this position include: work safely and…

RN - Substance Use Disorder - Per Diem - San Diego - Varied Shift

Company: Scripps Health

Location: San Diego, CA

Posted Oct 15, 2025

We have transitional and professional development programs to create a learning environment that enables you to thrive in your specific field as well as in your…

Carpenter Mechanic

Company: NYU Langone Health

Location: New York, NY

Posted Oct 15, 2025

Job completion records - Submits completed house calls and PMRs to respective foreman for filing and charges. Handles all house calls that pertain to all listed…

Project Manager I

Company: Aramark

Location: Philadelphia, PA

Posted Oct 15, 2025

Must have demonstrated the ability to collaborate with stakeholders to develop, manage, and execute project management and achieve desired project outcome.

Sr. Applied Scientist, SCOT RL

Company: Amazon Stores

Location: New York, NY

Posted Oct 15, 2025

Design, implement, and evaluate innovative models, agents, and software prototypes. Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet,…

Senior Data Analyst

Company: NYU Langone Health

Location: New York, NY

Posted Oct 15, 2025

To qualify you must have a Master's degree in a relevant field such as public health, epidemiology, biostatistics, data science, or a related discipline.

ELM Project Manager, DBX (Design and Building Excellence), DBX (Design and Building Excellence)

Company: Amazon Stores

Location: Austin, TX

Posted Oct 15, 2025

5+ years of industrial engineer, operations engineer, manufacturing engineer, or project engineer in a manufacturing environment experience.

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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