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.

Sales Assistant Part Time 20 hours

Company: American Vintage

Location: Palo Alto, CA

Posted Oct 22, 2025

Sell with emotion: Offer a unique, personalized customer experience, and challenge yourself to reach your sales targets. Entre 19$ et 21$ brut/heure.

Data Scientist

Company: Huntsman

Location: Houston, TX

Posted Oct 22, 2025

Bachelor’s degree in finance, Data Science, Economics, or a related field. Design and develop new dashboards to meet evolving functional needs.

Senior Data Scientist - Remote

Company: Optum

Location: San Diego, CA

Posted Oct 22, 2025

The Sr Data Scientist is a key technical contributor in the design and development of state-of-the-art NLP for medical applications. Azure ML and/or AWS.

Welder

Company: ALAMO NEX CONSTRUCTION, LLC

Location: San Antonio, TX

Posted Oct 22, 2025

May assist in welding of permanent metal deck forms. Heavy physical activity performing strenuous day activities of a primarily productive/technical nature.

Armed Security Officer - Chicago, IL

Company: Sizemore, Inc.

Location: Chicago, IL

Posted Oct 22, 2025

Ability to pass a criminal background, a clean MVR check (if driving), and employment verification. Work will be performed in a climate-controlled building and/…

HVAC Residential Service Technician

Company: Leslie Heating, Cooling, Plumbing, & Electric

Location: Lombard, IL

Posted Oct 22, 2025

Complete all general HVAC in-home, service calls. Understand your sales criteria and hold yourself accountable for exceeding revenue goals.

Security Officer

Company: J&J Certified Protection Services LLC

Location: Houston, TX

Posted Oct 22, 2025

We provide security services for commercial, residential, industrial, and patrol assignments. Ability to stand/walk for shift duration.

Settlement Analyst II

Company: FIS Global

Location: Jacksonville, FL

Posted Oct 22, 2025

Knowledge of cash management, financial analysis, account reconciliation and balancing processes. Knowledge of banking and transaction processing (i.e. ACH and…

JD Edwards Developer/Programmer Analyst II

Company: Robson Communities

Location: Sun Lakes, AZ

Posted Oct 22, 2025

Course work in computer science, management information systems or a related field. Ability to design and develop new applications, as well as modify or correct…

Applied Data Scientist

Company: Jerry.ai

Location: Phoenix, AZ

Posted Oct 22, 2025

Education: Bachelor’s degree (PhD preferred) in a quantitative field (Statistics, Physics, Mathematics, etc.).

Area Sales Manager - Premium Beverage Brand - San Antonio/Austin, TX

Company: Greenhouse Agency

Location: San Antonio, TX

Posted Oct 22, 2025

Utilize Greenhouse CRM tools (Repsly) to record account calls and KPI activity in “real-time.”. Respond to retailer inquiries, develop tailored sales strategies…

Applied Data Scientist

Company: Jerry.ai

Location: Austin, TX

Posted Oct 22, 2025

Education: Bachelor’s degree (PhD preferred) in a quantitative field (Statistics, Physics, Mathematics, etc.).

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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