Senior Data Scientist

We are scouting for an experienced Senior Data Scientist for our data science team who will be responsible for communicating the design, development, and deployment of NLP and ML models in production.

You will utilize data, infrastructure, and tools to find insights from the large amount of unstructured content entrusted to us by our enterprise customers.

What You’ll Do (but is not limited to)

• Work with peers, managers, directors, and VPs to derive insights from customer data
• Work with the data science and engineering teams to deliver high quality data science powered solutions to interesting problems
• Help prepare datasets needed to train and validate our machine learning models
• Anticipate and build solutions for problems that interrupt availability, performance, and stability in our systems, services, and products at scale
• Define and implement metrics to evaluate the performance of the models, both for computing performance (such as CPU & memory usage) and for ML performance (such as precision, recall, and F1)
• Support the deployment of machine learning models on our infrastructure, including containerization, instrumentation, and versioning
• Support the whole lifecycle of our machine learning models, including gathering data for retraining, A/B testing, and redeployments
• Develop, test, and evaluate tools for machine learning models deployment, monitoring, retraining
• Support solutions ranging from rule-bases, classical ML techniques to the latest deep learning systems
• Communicate your approach and results both internally and externally

Your Qualifications

• MS or PhD degree in Computer Science or related field
• 5+ years of relevant industry work experience
• Demonstrated success with machine learning in a SaaS or Cloud environment, with hands–on knowledge of model creation and deployments in production at scale
• Outstanding communication skills: Attend conferences, participate in blogs and showcase NLP for Egnyte
• Experience with solving complex problems
• Experience with practical machine learning modeling
• Conversant with latest data science advances in the area of NLP including deep learning techniques, statistical techniques, and transformers like BERT
• Use case experience with Computer Vision
• Experience with data mining algorithms and statistical modeling techniques for anomaly detection
• Experience with forecasting methods and multi-seasonality issues
• Working knowledge of relational and dimensional data models with appropriate visualization techniques such as PCA

Bonus Skills

• Experience with large datasets
• Experience with distributed computing, especially with the Google Cloud Platform
• Good understanding of advanced analytical modeling and statistical forecasting techniques
• Experience with No–SQL and Graph databases
• Knowledge of Java, Scala or Golang programming languages
• Experience with in Docker, Kubernetes
• Familiarity with Kubeflow
• Experience with the Hugging Face or the Fairseq libraries
• Experience with OpenCV

Our Benefits

• Competitive salaries, comprehensive benefits & pre–IPO stock options
• Flexible hours, generous time off (RTO, Responsible Time Off) to help support your work-life balance
• Full offering of paid holidays and sick time
• Paid family leave to help you grow your family (12 weeks for birth parent, 10 weeks for non-birth parent, 10 weeks for adoption)
• Gym, cell phone, internet and commute reimbursement
• 401(k) Retirement Plan (Traditional and Roth)
• Health Savings Account (HSA), Flexible Spending Account (FSA) and Employee Assistance Program (EAP)
• Wellbeing programs to help you feel healthy and balanced including memberships to Aaptive, Ginger, Headspace and more
• Perks including discounted pet insurance, electronics, theme park tickets, travel, and more
• SoFi online financial services: student loan refinancing, personal loans, and investing
• Free personal Egnyte account for life

Egnyte Company Culture Highlights

• 
  Winner of Comparably's Award for Best Engineering Team 2021
• Engineering Department is ranked in the top 5% of companies for Overall Culture on Comparably.

Check us out on Comparably: https://www.comparably.com/companies/egnyte

Equal Opportunity Employment

At Egnyte, we celebrate our differences and thrive on our diversity for the benefit of our employees, our products, our customers, our investors, and our communities. Employment at Egnyte is based solely on a person’s merit and qualifications directly related to professional competence. We do not discriminate based on race, color, ancestry, religion, sex, national origin, sexual orientation, gender identity or expression, disability, age, veteran status, marital status, pregnancy or related condition, or any other basis protected by law.

About Egnyte

Egnyte provides a unified content security and governance solution for collaboration, data security, compliance, and threat detection for multicloud businesses. More than 16,000 organizations trust Egnyte to reduce risks and IT complexity, prevent ransomware and IP theft, and boost employee productivity on any app, any cloud, anywhere. Investors include GV (formerly Google Ventures), Kleiner Perkins, Caufield & Byers and Goldman Sachs.

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