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.

Federal Data Engineering Co-Op: 2026

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. The role involves working on client projects, enhancing knowledge, and gaining professional experience. The company prioritizes continuous learning, skill development, and personal growth within a culture of coaching and mentorship.

AI Foundations - Research Scientist - Research Internship: 2026

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text is a job description for an AI Research Scientist Intern position at IBM Research. It highlights the responsibilities, required education, and technical expertise needed for the role. The position involves conducting end-to-end research in artificial intelligence, contributing to the development of IBM's Granite open-source models, and collaborating with a team of scientists, engineers, and designers.

Chef de projet SAP senior - Complex Delivery & Governance IBM France H/F

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The job posting is for a highly experienced SAP Project Manager with 15+ years of expertise in delivering complex multimodule SAP programs across global enterprises. The role involves leading full lifecycle delivery of SAP projects, managing project planning and execution, overseeing multivendor delivery teams, developing test strategies, defining cutover and release strategies, and providing transparent reporting and governance updates. The ideal candidate should have a Bachelor's degree, preferably a Master's degree, and extensive experience with SAP technologies such as ECC, S4HANA, BWBI, Ariba, and SuccessFactors. Strong knowledge of integration between SAP and non-SAP systems, Agile, Hybrid, and Waterfall delivery approaches, and exposure to multiple industries are preferred.

Lead AI Engineer

Company: IBM

Location: Krakow, PL

Posted Dec 04, 2025

IBM Automation and AI group is seeking an experienced AIML Engineer specializing in Large Language Models (LLMs) to join their AIML Center of Excellence team. The role involves collaborating with cross-functional product teams to implement cutting-edge AI capabilities across IBM's Automation product portfolio. Key responsibilities include data collection and management for LLM evaluation and training, LLM integration and implementation, and establishing AIML best practices and innovation.

SAP BTP Integration Suite Consultant

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The job description outlines a role in IBM Consulting focused on designing and implementing integration architectures using SAP BTP Integration Suite. The position requires extensive experience with SAP integration technologies, SAP BTP Integration Suite, and various SAP and non-SAP systems. The role involves collaborating with clients and IBM teams, providing technical guidance, and staying current with SAP BTP roadmap and IBM assets.

Software Engineer II - HashiCorp Terraform Provider

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

This role involves developing cloud-native solutions for HashiCorp's Infrastructure Cloud, collaborating with teams on infrastructure and security lifecycle management, and requiring expertise in Golang, cloud platforms, and DevOps principles.

Enterprise Strategy Consultant

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text is a job description for a Strategy Consultant role at IBM Consulting. It highlights the responsibilities, required skills, and preferred experience for the position. The role involves working with clients across various industries to solve complex problems, shape and drive engagements, create value, and manage client stakeholders. The position requires a Master's degree, expertise in AI, corporate/business strategy, IT strategy, digital reinvention, and process transformation, as well as excellent communication and analytical skills.

Network Engineer

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

IBM Fusion HCI is a hyperconverged infrastructure solution designed for container-based workloads on Red Hat OpenShift. It integrates compute, storage, and networking into a single appliance, simplifying deployment and management. IBM Infrastructure aims to provide hybrid cloud infrastructure to meet client demands, with a focus on innovation, collaboration, and career development.

Senior Marketing Data Analyst - HashiCorp

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text is a job description for a Senior Marketing Data Analyst position at HashiCorp, an IBM company. The role involves supporting various marketing domains, utilizing SQL and BI tools, and driving pipeline attribution projects. The ideal candidate should have a strong analytical background, experience with Salesforce, Marketo, SQL, and Tableau, and be process-oriented and detail-focused.

SAP Application Architect

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The role of SAP Project and Service Management combines strong organizational skills with deep understanding of SAP solutions and IT governance. It involves leading design and architecture of SAP solutions, ensuring alignment with business and IT strategy, and collaborating with stakeholders to design scalable and futureproof architectures. The role requires proven experience as an SAP Application Architect or Senior Consultant, in-depth knowledge of SAP S4HANA architecture, and excellent communication skills.

SAPコンサルタント

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. As an SAP consultant, you will lead design workshops, support business development, and mentor team members. The role involves strategic solution leadership, team delivery leadership, and comprehensive solution delivery.

Application Consultant-Mainframe Modernization

Company: IBM

Location: Taipei, TW

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. Consultants work with visionaries across industries to improve hybrid cloud and AI journeys for innovative companies. The role involves proposal development, requirements analysis, and future-ready architecture planning, with opportunities for skill mastery and industry understanding.

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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