Career Defining Opportunities Jobs

1,449,283 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.

Cloud Platform Software Engineer - Langflow

Company: IBM

Location: Markham, CA

Posted Dec 09, 2025

This job description highlights opportunities to work on innovative AI-powered cloud-native solutions at IBM, emphasizing collaboration, growth, and technical challenges. The role involves developing scalable systems and contributing to open-source projects, with a focus on high-performance infrastructure and customer-centric outcomes.

SAP ABAP Developer

Company: IBM

Location: Islamabad, PK

Posted Dec 09, 2025

This text describes a career in IBM Consulting focused on collaborating with global clients to enhance hybrid cloud and AI solutions. The role involves designing SAP applications, integrating systems, and maintaining technology platforms. Required skills include SAP ABAP development, HANA integration, and stakeholder management.

AIコンサルタント(製造領域)

Company: IBM

Location: Tokyo, JP

Posted Dec 09, 2025

This job description highlights opportunities to work with IBM's technology portfolio, drive hybrid cloud and AI innovations, and collaborate with global clients in manufacturing sectors. The role emphasizes creative solutions, career growth, and leveraging expertise in IT systems and industry-specific knowledge.

Application Developer-Open Source

Company: IBM

Location: BANGALORE, IN

Posted Dec 09, 2025

This text describes a career in IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI, and opportunities to work on impactful projects. It outlines role responsibilities, technical expertise requirements, and preferred qualifications for an Associate Software Developer position.

System Services Representatives - 초대졸 신입사원

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This job description outlines the role of IBM TLS Systems Services Representatives, requiring technical expertise in hardware/software support, client communication, and continuous learning. Responsibilities include onsite maintenance, problem resolution, and ensuring client satisfaction through collaboration with teams and adherence to technical strategies.

Process Associate - Insurance Claims

Company: IBM

Location: Noida, IN

Posted Dec 09, 2025

The text describes a career in IBM Consulting emphasizing collaboration, innovation, and growth opportunities. It highlights roles in digital transformation, hybrid cloud, and AI, along with requirements for analytical skills and technical expertise.

(Kaohsiung) Technical Support Representative-Hybrid Cloud Services

Company: IBM

Location: Kaohsiung, TW

Posted Dec 09, 2025

The text describes a career in IBM Consulting focused on global client collaboration, innovation in hybrid cloud and AI, and a supportive culture emphasizing growth and empathy. It highlights problem-solving responsibilities and required skills for IT support roles with opportunities for impactful work.

Data Engineer-Data Platforms

Company: IBM

Location: Hyderabad, IN

Posted Dec 09, 2025

This job description highlights opportunities in IBM Consulting's innovation centers, emphasizing collaboration with global clients, technological expertise, and career growth. It outlines responsibilities like developing customized systems, working with agile methodologies, and leveraging cloud technologies. Requirements include a bachelor's degree, Python/Spark experience, and problem-solving skills.

Data Engineer - Entry Level (Baton Rouge, LA)

Company: IBM

Location: BATON ROUGE, US

Posted Dec 09, 2025

The text promotes IBM Consulting's Associate Program, emphasizing professional growth, global collaboration, and innovation opportunities. It highlights career development through mentorship, technical skills, and working with diverse clients. The role focuses on data engineering, predictive modeling, and leveraging technology to drive impactful solutions for clients.

Application Consultant-Banking

Company: IBM

Location: Taipei, TW

Posted Dec 09, 2025

This text describes a career in IBM Consulting, emphasizing collaboration with global clients, opportunities for professional growth, and the ability to solve complex business challenges through innovative solutions and technology expertise.

Associate System Engineer

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This role offers opportunities to work on hybrid cloud and AI projects with global clients, emphasizing collaboration, innovation, and career growth. Required skills include programming in Java, C++, Python, and a bachelor's degree.

Software Engineer - Quality and Performance

Company: IBM

Location: Krakow, PL

Posted Dec 09, 2025

This job posting highlights a role in developing testing frameworks for a distributed serverless database platform, emphasizing challenges in scalability, resilience, and AI integration. The position requires expertise in distributed systems, chaos testing, and cloud technologies, with opportunities to shape test infrastructure for global mission-critical workloads.

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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