Description
Explore & Innovate: Dive into exploratory data analysis (EDA) and uncover the secrets hidden in customer data. Spearhead strategic research of new cutting-edge machine learning models.
Build & Optimize: Design solutions that align with the company's core mission by fine-tuning machine learning and GenAI models.
Integrate & Deliver: Develop robust AI modules and ML pipelines that supercharge our backend architectures.
Collaborate & Create: Work hand-in-hand with customers and product teams to deliver excellent solutions that drive business value. Generate and test working hypotheses in unexplored territories.
Requirements
- 5+ years of experience in machine learning, working with tabular and text data.
- Track record of translating research projects into business impact.
- MSc or PhD in a related field-Stats/CS/Math/EE is an advantage.
- Experience with NLP, open-source LLMS, recommendation systems, and scalable classic ML (classifications and clustering), as well as similarity metrics.
- Excellent interpersonal skills and a strong collaborator.
- Solid applied statistics skills, such as descriptive statistics, distributions analysis, and statistical testing.
Proficient in Python:
- GenAI Magic: TensorFlow, PyTorch, Hugging Face Transformers, Sentence Transformers, OpenAI API.
- Next-Gen Tools: LangChain, LlamaIndex.
- Data Science Essentials: Pandas, Sklearn, NumPy, SciPy, Matplotlib.
- NLP Essentials: NLTK, SpaCy.
- MLOps & Automation: MLflow, Kubeflow.
Top Skills
What the Team is Saying
What We Do
Tufin is a world leading network security policy management company, managing and automating security changes across next gen firewalls and network devices. We are a hybrid technology, supporting on/off prem and cloud services. The automation orchestration piece is what sets us apart in the market, as this allows us to help our customers to implement their security changes in hours or minutes vs. days. Since going public in April 2019, Tufin has continued to be the market leader in the space!
Why Work With Us
Here at Tufin, we pride ourselves on being a transparent organization where the door is always open & treating others with respect and care is our top value (hence our “no asshole” policy). We believe that every employee is important in achieving our mission & as we continue to grow, we are making sure that we are maintaining our unique culture.
Gallery
Tufin Offices
Hybrid Workspace
Employees engage in a combination of remote and on-site work.
