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.

Field Service Technician

Company: Trane Technologies

Location: Santa Clara, CA

Posted Oct 23, 2025

Valid driver's license for at least 12 months with a clean record. This role may be exposed to variable temperature conditions, moving mechanical parts, heights…

Sr. Data Scientist

Company: UCLA

Location: Los Angeles, CA

Posted Oct 23, 2025

Bachelor's Degree related field or equivalent combination of education and experience. They will develop and review reproducible code to integrate and…

Registered Nurse | RN | OR (Contract)

Company: Favorite Healthcare Staffing

Location: Houston, TX

Posted Oct 23, 2025

Travel nursing with Favorite Healthcare Staffing gives you the opportunity to advance your career, develop new skills, and experience new things, all while…

Data Analyst (Austin)

Company: Texas Workforce Commission

Location: Austin, TX

Posted Oct 23, 2025

Analyze data using standard statistical tools, methods, and techniques with Oracle SQL Developer, DBeaver, and Microsoft Excel for analysis, development, and…

Data Analyst

Company: Nevada Behavioral Health / NovumHealth

Location: Las Vegas, NV

Posted Oct 23, 2025

Bachelor’s degree Analytics, Data Analytics, Health Informatics, or a related field. Master’s degree in Data Analytics, Business Analytics, Health Informatics,…

China Threat Context Analyst

Company: Microsoft

Location: New York, NY

Posted Oct 23, 2025

The analyst will leverage their language skills and geopolitical knowledge to research and develop reports on malicious nation-state influence and cyber-enabled…

Sr. Information Security Analyst - Hybrid

Company: Vitalant

Location: Scottsdale, AZ

Posted Oct 23, 2025

Relevant information security certification (e.g. GIAC, CISSP) from a nationally recognized organization required or willingness to obtain with first year of…

Manager, Vendor Marketing

Company: REI (Recreational Equipment Inc.)

Location: Seattle, WA

Posted Oct 23, 2025

Resourceful & self-directed – Comfortable working with limited guidance in complex situations, creating clarity and driving solutions.

HVAC/R Service Tech 5 - Refrigeration

Company: CoolSys

Location: Chicago, IL

Posted Oct 23, 2025

Sr, senior, Service Tech, refridgeration, HVAC, refrigeration, HVAC-R, HVAC/R, diagnostic, commercial, service, install, mechanical, mechanic, apprentice, AC,…

Revit MEP Drafter - Mechanical Systems (HVAC/plumbing)

Company: FEA Consulting Engineers

Location: Henderson, NV

Posted Oct 23, 2025

Frequently communicates with co-workers and patients/clients in person and over the telephone to answer questions and provide assistance.

HVAC/R Service Technician - Light Commercial

Company: CoolSys

Location: San Diego, CA

Posted Oct 23, 2025

Sr, senior, Service Tech, refridgeration, HVAC, refrigeration, HVAC-R, HVAC/R, diagnostic, commercial, service, install, mechanical, mechanic, apprentice, AC,…

Call Center Representative

Company: Farmland Fresh Dairies LLC

Location: Jamaica, NY

Posted Oct 23, 2025

Able to perform 200 inbound and outbound calls per day. Answers inbound calls for Order delivery, responds to questions. Perform Outbound calls to customers.

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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