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.

Package Specialist-SAP HANA FIN FI

Company: IBM

Location: Kolkata, IN

Posted Dec 16, 2025

This job description highlights a career in IBM Consulting focused on hybrid cloud and AI solutions, emphasizing collaboration with global clients, technical expertise in SAP systems, and leadership in complex projects. It outlines requirements for experience with SAP FICO, S4HANA implementations, and cross-functional teamwork.

Business Analyst

Company: IBM

Location: Pune, IN

Posted Dec 16, 2025

The role emphasizes innovation, collaboration, and solving complex problems, requiring expertise in HRIS and SAP SuccessFactors.

Java Software Dev (Teleco Domain) Java fullstack

Company: IBM

Location: Dallas, US

Posted Dec 16, 2025

The text describes a career in IBM Consulting focused on hybrid cloud and AI innovation, emphasizing collaboration with global clients, strategic partnerships, and opportunities for career growth through technical expertise and problem-solving. It highlights roles in software development, DevOps integration, and impactful solutions for innovative companies.

Machine Learning Engineer - IBM Client Innovation Center - H/F

Company: IBM

Location: Bois Colombes Cedex, FR

Posted Dec 16, 2025

This role involves collaborating with global clients to innovate in cloud and AI, offering career growth and technical expertise in cutting-edge technologies. Responsibilities include developing ML pipelines, ensuring compliance, and integrating models with cloud infrastructures. The position emphasizes innovation, teamwork, and professional development in a supportive environment.

Production Engineer

Company: IBM

Location: Markham, CA

Posted Dec 16, 2025

This job description highlights a career at IBM Software focused on transforming customer challenges into solutions through innovative AI-powered cloud-native software. The role involves ensuring platform reliability, automating operations, and collaborating across teams to enhance stability. It emphasizes expertise in Kubernetes, infrastructure as code, and monitoring tools, while offering growth opportunities in a dynamic, innovation-driven environment.

User Researcher

Company: IBM

Location: Multiple Cities

Posted Dec 16, 2025

IBM CIC offers extensive career growth opportunities, supportive work environments, and diverse benefits including training programs, flexible working arrangements, and career development resources. The company emphasizes innovation, collaboration, and employee well-being through various initiatives and recognition programs.

AWS Cloud Full Stack Application Developer

Company: IBM

Location: London, GB

Posted Dec 16, 2025

IBM CIC offers diverse career opportunities with training, flexible work, and growth. They seek AWS Cloud Full Stack Developers for innovative projects with benefits like certifications, remote work, and career advancement.

Techlead - BPOD - Automation

Company: IBM

Location: RIO DE JANEIRO, BR

Posted Dec 16, 2025

This text describes a career opportunity at IBM Consulting focusing on hybrid cloud and AI solutions, emphasizing collaboration, innovation, and professional growth. The role involves leading automation teams, technical project management, and integrating systems while leveraging IBM technologies. Required skills include experience with automation tools, programming languages, and data analysis, alongside business and behavioral competencies.

Application Developer-Process Management (BPM)

Company: IBM

Location: BANGALORE, IN

Posted Dec 16, 2025

This text describes a Data Engineer role at IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI, and expertise in BPM tools. It outlines responsibilities involving data management, workflow design, and integration with enterprise systems, along with educational and technical requirements for the position.

Application Consultant-Azure Cloud Migration

Company: IBM

Location: Gurgaon, IN

Posted Dec 16, 2025

IBM Consulting offers career growth through client collaboration on hybrid cloud and AI projects, emphasizing innovation and technical expertise. The role involves leading migration solutions, fostering client relationships, and driving impactful technological advancements with a focus on long-term development.

Front End Developer (React JS and .NET)

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 16, 2025

The text describes a Software Developer role at IBM Consulting, emphasizing hybrid cloud and AI project development, collaboration with global clients, and career growth opportunities. It highlights technical skills required, such as React JS and Agile methodologies, while promoting a culture of innovation and professional development.

Application Developer Intern - Cloud FullStack

Company: IBM

Location: Giza, EG

Posted Dec 16, 2025

IBM Consulting offers career opportunities focused on long-term client relationships, hybrid cloud, and AI solutions. The role involves fullstack development with MERN stack technologies, collaboration with experienced teams, and growth in a supportive environment. Required skills include Node.js, React, and teamwork with cross-functional teams.

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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