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.

5th grade teacher

Company: Washington Elementary School District 6

Location: Phoenix, AZ

Posted Oct 16, 2025

Communicates regularly with parents outside normal classroom day by means of newsletters, notes, phone calls, conference, etc.

Data Scientist

Company: Stanford University

Location: Stanford, CA

Posted Oct 16, 2025

The successful candidate will bring extensive methodological experience, technical skill with analysis tools and software, and content knowledge in early…

Financial Accountant Executive

Company: Macquarie Group Limited

Location: Jacksonville, FL

Posted Oct 16, 2025

2 days of paid volunteer leave and donation matching. Developing strong understanding of chart of accounts and the posting rules set up for different desk based…

Bioinformatics / Genetics Data Scientist

Company: Novartis

Location: San Diego, CA

Posted Oct 16, 2025

Work with wet lab scientists to develop testable biological hypotheses and collaborate in designing rigorous preclinical experiments.

Research Data Analyst 1

Company: UCLA

Location: Los Angeles, CA

Posted Oct 16, 2025

Bachelor's Degree Bioinformatics, Computational Biology, Molecular/Cell Biology, or related field. Master's Degree Bioinformatics, Computational Biology,…

Housing Community Service Officer

Company: San Jose State University

Location: San Jose, CA

Posted Oct 16, 2025

Valid California driver’s license. This position works collaboratively with University Housing Services and the University Police Department to provide patrol…

Exploratory Biomarker Data Scientist

Company: Novartis

Location: San Diego, CA

Posted Oct 16, 2025

Work with wet lab scientists to develop testable biological hypotheses and collaborate in designing rigorous preclinical experiments.

Call Center Representative

Company: Farmland Fresh Dairies LLC

Location: Jamaica, NY

Posted Oct 16, 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.

Railroad Laborer (Trackman) I

Company: American Track

Location: Henderson, NV

Posted Oct 16, 2025

We provide position-specific training for all field and office work. Operate specialized hydraulic and air railroad power tools. Are you new to the industry?

Motorcycle Sales Representative - Teddy Morse's Cowboy Harley Davidson, Alamo City

Company: Ed Morse Automotive Group

Location: San Antonio, TX

Posted Oct 16, 2025

Valid Driver's license with motorcycle endorsement. Reach agreed upon sales targets by the deadline. Resolve customer inquiries and complaints.

Free People Assistant Design Coordinator - Temporary

Company: Free People

Location: Philadelphia, PA

Posted Oct 16, 2025

Help organize and propose new tools to help design team meet upcoming design deadlines. The Assistant Design Coordinator Sweaters supports the Design Team…

PUBLIC WORKS LABORER, TEMPORARY

Company: Los Angeles County Department of Human Resources

Location: Los Angeles County, CA

Posted Oct 16, 2025

Successful applicants for positions that require driving must obtain and present a copy of their driving record from the California State Department of Motor…

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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