Software Engineer - Iguazio
McKinsey & Company · Tel Aviv-Yafo, Tel Aviv District, Israel
- On site
- Full-time
- $150,000 / year
- Tel Aviv-Yafo, Tel Aviv District, Israel
Job highlights
- Contribute to open-source AI/ML projects.
- Lead features from concept to production.
- Shape product architecture and own components.
- Work with complex AI model serving systems.
- Develop in Python with distributed systems.
About the role
Who You'll Work With
Driving lasting impact and building long-term capabilities with our clients is not easy work. You are the kind of person who thrives in a high performance/high reward culture - doing hard things, picking yourself up when you stumble, and having the resilience to try another way forward.
In return for your drive, determination, and curiosity, we'll provide the resources, mentorship, and opportunities you need to become a stronger leader faster than you ever thought possible. Your colleagues—at all levels—will invest deeply in your development, just as much as they invest in delivering exceptional results for clients. Every day, you'll receive apprenticeship, coaching, and exposure that will accelerate your growth in ways you won’t find anywhere else.
When you join us, you will have:
- Continuous learning: Our learning and apprenticeship culture, backed by structured programs, is all about helping you grow while creating an environment where feedback is clear, actionable, and focused on your development. The real magic happens when you take the input from others to heart and embrace the fast-paced learning experience, owning your journey.
- A voice that matters: From day one, we value your ideas and contributions. You’ll make a tangible impact by offering innovative ideas and practical solutions, all while upholding our unwavering commitment to ethics and integrity. We not only encourage diverse perspectives, but they are critical in driving us toward the best possible outcomes.
- Global community: With colleagues across 65+ countries and over 100 different nationalities, our firm’s diversity fuels creativity and helps us come up with the best solutions for our clients. Plus, you’ll have the opportunity to learn from exceptional colleagues with diverse backgrounds and experiences.
- World-class benefits: On top of a competitive salary (based on your location, experience, and skills), we provide a comprehensive benefits package to enable holistic well-being for you and your family.
Your Impact
Working on a young codebase written in Python, you will co-own and contribute to Iguazio's open-source projects.
Your role will involve leading features from inception and analysis, through design, implementation, testing, and maintenance.
You will also participate in product-changing architectural choices, take ownership of various components/tools, and continuously expand your skill sets. Expect to immerse yourself deeply in complex sub-systems that support serving AI models at scale (for example - model-monitoring and feature-store).
Iguazio is a leading AI and machine learning company based in Herzliya. Recognized for helping enterprises deliver enterprise-wide analytics at scale, Iguazio’s advanced Machine Learning Operations (MLOps) pipeline enables clients to streamline and manage their AI, from the initial concept all the way to production, in a simplified and automated manner.
Key skills/competency
- Software Engineering
- Python Development
- AI/ML
- Machine Learning Operations (MLOps)
- Distributed Systems
- Kubernetes
- Data Engineering
- System Design
- Open Source Contribution
- Problem Solving
Skills & topics
- Software Engineer
- Python
- AI
- Machine Learning
- MLOps
- Distributed Systems
- Kubernetes
- Data Engineering
- Open Source
- Computer Science
- Backend Development
- System Architecture
- High Performance Computing
How to get hired
- Tailor your resume: Highlight your Python, AI/ML, and distributed systems experience. Quantify achievements in feature leadership and codebase contributions.
- Showcase MLOps knowledge: Emphasize experience with Iguazio's focus on ML Operations pipelines and serving AI models at scale.
- Demonstrate problem-solving: Prepare examples of navigating complex sub-systems and contributing to architectural decisions.
- Highlight open-source passion: Mention any contributions to open-source projects, especially those related to AI/ML or Python.
Technical preparation
Behavioral questions
Frequently asked questions
- What specific AI/ML tools are beneficial for a Software Engineer role at Iguazio?
- For the Software Engineer role at Iguazio, experience with AI/ML tooling for both training and serving is highly desired. Familiarity with MLOps pipelines, model monitoring, and feature stores would be particularly advantageous, given Iguazio's focus on streamlining AI deployment.
- How does McKinsey & Company foster continuous learning for Software Engineers?
- McKinsey & Company emphasizes a strong learning and apprenticeship culture, backed by structured programs. Feedback is clear and actionable, focusing on development. Engineers are encouraged to own their growth journey and embrace fast-paced learning opportunities.
- What is the expected experience level for the Software Engineer position at Iguazio?
- The role requires a BSc in computer science or a related subject and at least 5 years of development experience. This includes extensive software engineering skills, system understanding, and a proven ability to navigate complex technical challenges autonomously.
- Does this Software Engineer role involve working with distributed systems?
- Yes, proficiency in distributed systems is a key requirement for this Software Engineer position. Familiarity with Kubernetes management and its ecosystem is also considered an advantage, reflecting the scalable nature of AI model serving.
- What role does Python play in this Software Engineer position?
- Python is a core technology for this role. You'll be working extensively with a Python codebase, contributing to open-source projects, and utilizing its capabilities, including asynchronous and parallel programming for AI model serving.
- How can I demonstrate my ability to lead features from inception to maintenance?
- To demonstrate your ability to lead features, highlight past projects where you were involved from the initial analysis and design phases through implementation, testing, and ongoing maintenance. Provide specific examples of your contributions and impact.
- What kind of impact can a Software Engineer make at Iguazio?
- Software Engineers at Iguazio can make a significant impact by co-owning and contributing to open-source projects, leading critical features, participating in product-changing architectural decisions, and taking ownership of components and tools that streamline AI deployment for enterprises.