Senior ML Engineer
Tel Aviv, Israel
Anaplan
See, plan and lead on finance, supply chain, and sales strategies that drive business performance using the Anaplan connected planning platform.Here at Anaplan, we have reinvented how companies see, plan, and run their businesses. Our platform allows our customers to uncover new insights, connect their strategy to their plans, and work in ways they had not previously thought possible. We’re growing fast, constantly innovating, and couldn’t be prouder to help our customers move forward with confidence in a sophisticated and changing world.
We are looking for forward-thinking people who bend over backward to put customers first. Individuals who thrive on challenge and are ready to grasp the opportunity of a lifetime. Because we fundamentally believe every colleague brings unique value to our whole. We are a workplace where each person feels seen, heard, and valued, and can contribute their unique talent to our collective effort. We believe that for ourselves and for our customers.
Your qualifications, your influence
- Lead all ML engineering work in the team. This includes the design, architecture and development of the data science business logic code infrastructure, as well as full responsibility for its scale in terms of memory and runtime.
- Working hand-in-hand with the team’s data scientists on data pre-processing and post-processing functionality, machine learning, deep learning and NLP algorithms, explainability methods and more, using Python packages (including Scikit-Learn, Pandas, NumPy, NLTK, PyTorch etc..) from POC stage through infrastructure development to a customer-facing product
- Lead ML engineering technologies research and implementation (for example, ML Pipeline tools etc.).
- Be responsible for continuous improvement of dev best practices within the team, including DSs education, coaching and mentoring, code review standards, testing standards, and productization procedures.
Preferred skills and technical familiarity
- At least 4 years of proven experience in software development.
- Strong code writing and design capabilities (Python or equivalent), understanding of distributed systems, object-oriented programming and design patterns.
- Experience and theoretical knowledge in data science (ML, DL, NLP, statistics etc.).
- Sc. graduate with excellence – GPA of at least 90 from a leading university, or equivalent experience.
Nice to have:
- Actual experience as an ML Engineer, as well as experience with developing and maintaining machine learning based solutions in production.
- Experience with big data technologies (Spark, Map-Reduce etc.).
Tags: Big Data Deep Learning Distributed Systems Engineering Machine Learning NLP NLTK NumPy OOP Pandas Python PyTorch Research Scikit-learn Spark Statistics Testing
Perks/benefits: Career development
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