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.

IT Business Analyst

Company: WSB LLC

Location: Austin, TX

Posted Oct 15, 2025

Strong knowledge of business analysis and project management methodologies and tools. Bachelor's degree in IT, business, or related field.

Sr. Briefing Program Manager, Executive Briefing Program, AWS Marketing

Company: Amazon Web Services, Inc.

Location: Seattle, WA

Posted Oct 15, 2025

Work with sales, marketing, and technical communities to develop enablement materials for AWS sales teams to promote program value and adoption.

Sr. Hardware Dev Engineer (AWS Generative AI & ML Servers), AWS Generative AI & ML Servers

Company: Amazon Web Services, Inc.

Location: Seattle, WA

Posted Oct 15, 2025

As a member of the Hardware Engineering Services team in this specific function, you will own and lead the design, development and root cause of a new segment…

2nd Shift Injection Molding Process Technician

Company: Leviat North America

Location: San Antonio, TX

Posted Oct 14, 2025

The Process Technician will troubleshoot and monitor the quality of parts being prepared for shipment, determine processing parameters of various tools, and…

Project Superintendent

Company: Staxmatic, LLC

Location: Austin, TX

Posted Oct 14, 2025

Journeyman or higher plumbing license preferred. In this role, you will supervise field teams, ensure projects are completed on schedule, and uphold quality and…

AI Engineer, Reality Labs Foundation

Company: Meta

Location: Los Angeles, CA

Posted Oct 15, 2025

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.

Substitute Teacher

Company: Swing Education

Location: Montebello, CA

Posted Oct 14, 2025

Daily rates from $200 to $220 depending on school, location, and your certification. We support substitute teachers with meaningful perks, real-time tools, and…

Master Electrician

Company: QE Solar

Location: Los Angeles, CA

Posted Oct 14, 2025

You will be responsible for conducting regular maintenance, equipment repairs/installations, and assistance with training/qualifying technicians as well as…

Residential Service Plumber

Company: Dallas Plumbing

Location: Dallas, TX

Posted Oct 15, 2025

Valid Journeyman Plumbers license issued by the TSBPE. A valid driver's License. Ability to interpret drawings and layouts from mechanical drawings.

Sous Chef - Sycuan Casino

Company: Sycuan Casino

Location: El Cajon, CA

Posted Oct 14, 2025

Ability to communicate effectively with guests and team members. Ability to maintain a good driving record. *Assists the Chef *by participating in the training…

Senior Demo Builder Solutions Architect, Amazon Connect

Company: Amazon Web Services, Inc.

Location: Seattle, WA

Posted Oct 15, 2025

Lead cross-functional collaboration to develop RFx solutions and scalable enablement collateral that empowers our global sales and partner organizations.

Applied Scientist III, Amazon Connect

Company: Amazon Development Center U.S., Inc.

Location: Seattle, WA

Posted Oct 15, 2025

In this role, you will partner with business and technical teams to design and document requirements, and develop technical strategies and applied science…

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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