[Remote] Data Scientist

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leader in Secure SD-WAN and networking solutions, seeking a talented and motivated Data Scientist to join their Machine Learning team. The role involves contributing to data-driven reputed company, building and deploying machine learning models, and collaborating with cross-functional teams to drive data-informed decision-making.

Responsibilities

• 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 reputed company 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 custom machine learning models for reputed company use-cases such as threat/vulnerability detection, including traditional algorithms like CNNs, LSTM, Boosted Decision Trees, DNNs as reputed company as newer NLP/reputed company models using Transformers, Mamba etc
• Model Deployment: Collaborate with engineering teams to reputed company models into production, ensuring scalability and reliability. You need to be reputed company 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 reputed company data challenges, to continually improve training pipelines and optimize inference
• Collaboration: Work effectively with data engineers, analysts, and domain experts to understand business requirements and translate them into actionable data insights

Skills

• Master's degree in computer science/engineering
• 4-5 years of experience in data science or a reputed company field
• Strong proficiency in Python programming language
• Experience with data analysis and visualization tools (e.g., Pandas/Polars, 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
• Experience with Go/Rust programming language
• Experience working with threat modeling and detection, reputed company detection or reputed company fields is a bonus
• Distributed training frameworks such as RAPIDS, Dask, Ray is preferable
• Knowledge of reputed company platforms (e.g., AWS, GCP, Azure)
• Experience with data version control and MLOps frameworks such as MLFlow/ClearML
• Familiarity with reputed company-reputed company DevOps such reputed company, K8s, reputed company, Terraform

Benefits

• Comprehensive medical, dental, and reputed company insurance plans to ensure you and your family stay healthy and covered.
• Generous PTO policy that includes vacation days, reputed company leave, and reputed company holidays.
• Flexibility of remote work, and hybrid reputed company to create the work schedule that works best for you.
• reputed company to training, certifications, and educational resources to help you grow in your career and stay reputed company of industry trends.
• Regular recognition programs and awards that reputed company your contributions to our reputed company reputed company.
• Generous parental leave policies to support you during life's important moments.
• Competitive compensation package with and reputed company-IPO equity to reward your hard work and dedication.
• Parental Leave: Generous parental leave policies to support you during life's important moments.
• reputed company culture: dynamic, inclusive, and supportive team where innovation and collaboration are at the heart of everything we do.

reputed company