Data Scientist
About Us
Versa Networks, Inc. is a leading vendor of next-generation Software Defined solutions and architectures, called SASE (Secure Access Service Edge). Versa is providing an end-to-end solution that both simplifies and secures the WAN/branch office network.
The goal of Versa Networks is to provide unprecedented business advantages through a software-based approach that allows for unmatched agility, cost savings and flexibility. We have created a feature-rich, scalable yet simple to use software platform to implement many different enterprise and service provider use cases, including:
- Full software-defined branch for enterprise customers.
- Secure SD-WAN for enterprises with layered security.
- Next-generation managed services for service providers.
We are seeking a talented and motivated Data Scientist to join our Machine learning team.
Job Summary
In this role, you will contribute to a wide range of data-driven projects, from exploratory data analysis to building and deploying machine learning models for a variety of Networking, Security and Language use-cases. You will work closely with cross-functional teams to uncover insights, solve complex problems, and drive data-informed decision-making.
- Data Analysis and Visualization: Conduct exploratory data analysis (EDA) to understand data characteristics and identify patterns. Utilize data visualization techniques to communicate insights effectively.
- Data Preparation and Engineering: Ingest, clean, preprocess, and transform data to prepare it for analysis and modeling. Handle missing values, outliers, and inconsistencies. Labeling datasets appropriately for classification problems.
- Machine Learning: Build, train, and evaluate machine learning models, including traditional algorithms like CNNs, XGBoost, Transformers, Various Graph ML algorithms, Time Series modelling, LLM etc.
- Model Deployment: Collaborate with engineering teams to deploy models into production, ensuring scalability and reliability. You need to be aware of and have experience in model quantization, model evaluation and various deployment formats like ONNX, GGUF etc
- Problem-Solving: Apply critical thinking and problem-solving skills to tackle complex data challenges.
- Collaboration: Work effectively with data engineers, analysts, and domain experts to understand business requirements and translate them into actionable data insights.
Qualifications
- Masters degree in Computer Science/Engineering.
- 4-5 years of experience in data science or a related field.
- Strong proficiency in Python programming language.
- Experience with data analysis and visualization tools (e.g., Pandas, NumPy, Matplotlib, Seaborn).
- Knowledge of machine learning algorithms and techniques.
- Familiarity with deep learning frameworks (e.g., TensorFlow, PyTorch).
- Experience with natural language processing (NLP) and large language models (LLMs) is a plus.
- Strong problem-solving and analytical skills.
- Excellent communication and collaboration skills.
- Preferred Qualifications:
- Experience with Go programming language.
- Acceleration frameworks such as RAPIDS, Spark is preferable.
- Knowledge of cloud platforms (e.g., AWS, GCP, Azure).
- Experience with data version control and MLOps practices.
Our Benefits
Versa Networks is a small but rapidly growing organization. It is built by people with vast experience in the networking industry. We are a pragmatic team with a healthy work-life balance. We offer competitive compensation packages with pre-IPO equity. Additionally, we offer a quality of life benefit to everyone in an inspiring environment with skilled and passionate co-workers. Our exciting company culture offers a great place to work and most important, to have fun.
Average salary estimate
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Are you ready to dive into the exciting world of data and machine learning? Versa Networks, Inc. is looking for a talented Data Scientist to join our innovative Machine Learning team. In this role, you will be at the heart of numerous data-driven projects, where you'll explore vast datasets, uncover valuable insights, and help build and deploy machine learning models that make a real impact in the fields of networking, security, and language processing. As a Data Scientist at Versa, you'll take the lead in conducting exploratory data analysis and applying visualization techniques to communicate your findings clearly. You'll also be responsible for cleaning and preparing data for analysis, utilizing your expertise to handle missing values and inconsistencies. Beyond data preparation, you will build and train machine learning models leveraging traditional algorithms, deep learning frameworks, and even explore advanced techniques like natural language processing (NLP). Collaboration is key at Versa, and you will work closely with cross-functional teams to translate business needs into actionable data insights. We're searching for someone with a strong background in Python programming, data analysis tools, and a knack for problem-solving. Plus, if you have experience with trendy technologies like cloud platforms or MLOps practices, that’s a bonus! At Versa Networks, we pride ourselves not only on our cutting-edge technology but also on our fantastic company culture, where work-life balance is paramount and you'll have a chance to collaborate with skilled colleagues while having fun. If you're passionate about diving deep into data and driving real change, we invite you to step into this exciting opportunity as a Data Scientist with us!
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