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.

LOCKSS Data Analyst

Company: Stanford University

Location: Stanford, CA

Posted Oct 16, 2025

Demonstrated experience using LOCKSS software and LOCKSS database tools to query scholarly content data in a LOCKSS-based preservation network.

Strategic Analytics - Senior Manager, Data Science

Company: Deloitte

Location: Las Vegas, NV

Posted Oct 16, 2025

Bachelor's or Master's degree in Data Science, Statistics, Mathematics, Computer Science, Operations Research, or related field.

Sushi Chef

Company: Roka Akor Scottsdale

Location: Paradise Valley, AZ

Posted Oct 16, 2025

Interact professionally with guests while maintaining focus during service. Maintain cleanliness, food safety, and organization at the sushi counter.

Analyst, Data Governance & Management

Company: Amex

Location: Phoenix, AZ

Posted Oct 16, 2025

Bachelor’s degree in business, analytics, information systems, computer science, engineering, or any other data-related field.

Full Time/ Part Time custodian positions

Company: 3rd Generation Services

Location: San Antonio, TX

Posted Oct 16, 2025

Perform basic maintenance and report repair needs. These positions are responsible for maintaining cleanliness and sanitation standards in our facilities.

Sous Chef

Company: Lou & Mickey's

Location: San Diego, CA

Posted Oct 16, 2025

Dining Discount for you and up to 5 guests. You will be the expert on kitchen operations from ordering, to troubleshooting variances, to developing the line…

Registered Nurse (RN) – Residential Psychiatric Treatment Facility

Company: Confidential

Location: Austin, TX

Posted Oct 16, 2025

Active *RN/LPN license* in the state of Texas. If you're a nurse—whether newly licensed or experienced—with a passion for mental health and youth care, we…

Janitor

Company: Abode Property Management

Location: San Jose, CA

Posted Oct 16, 2025

Use of personal vehicle and proof of valid California Driver's License and current auto insurance, along with a clean DMV record, is required.

CUSTOMER SERVICE REPRESENTATIVE

Company: State of Arizona

Location: Phoenix, AZ

Posted Oct 16, 2025

The ROC has a team of 4 employees who route incoming calls, assist walk-in customers, redact documents, and process all incoming and outgoing mail.

Technical Business Analyst & Software Developer

Company: Santa Monica Seafood

Location: Los Angeles, CA

Posted Oct 16, 2025

Utilize tools such as SQL profiler to translate end user transactions to affected tables for effective report writing.

Entertainment Marketing Manager

Company: MGM Resorts

Location: Las Vegas, NV

Posted Oct 16, 2025

As a Marketing Manager on our Corporate Entertainment & Sports team, you’ll help deliver world-class entertainment experiences across our iconic venues while…

Texas Cares Rx Pharmacist III

Company: Texas Health and Human Services Commission

Location: Austin, TX

Posted Oct 16, 2025

Knowledge of pharmacology principles; principles and techniques used in institutional pharmacy practice; federal and state laws pertaining to the practice of…

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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