Staff Data Scientist
4 weeks ago
About Netradyne
Founded in 2015, Netradyne is a technology company that leverages expertise in Artificial Intelligence, Deep Learning, and Edge Computing to bring transformational solutions to the transportation industry. Netradyne’s technology is already deployed in thousands of vehicles; and our customers drive everything from passenger cars to semi-trailers on interstates, suburban roads, rural highways—even off-road.
Netradyne is looking for talented engineers to join our Analytics team comprised of graduates from IITs, IISC, Stanford, UIUC, UCSD etc. We build cutting edge AI solutions to enable drivers and fleets realize unsafe driving scenarios in real-time to prevent accidents from happening and reduce fatalities/injuries.
Job Title: Staff Data Scientist
Experience: 5 to 8 years
Job Responsibilities:
As a Staff Data Scientist, you will be an integral member of our cross-functional team consisting of Data Scientists, Engineers, and Analysts. Your primary responsibilities will include:
- Collaborating closely with cross-functional teams to identify and implement data-driven solutions addressing key business challenges.
- Applying advanced statistical methods, machine learning and deep learning techniques to uncover trends, patterns, and anomalies in large-scale datasets.
- Design, develop and deploy production ready scalable solutions on edge, cloud or both (hybrid) that utilizes Signal Processing, Gen-AI, DNN, Traditional ML models or/and data-driven rules.
- Creating robust frameworks and tools to automate and enhance data mining, labeling, model training, and validation processes for internal ML/DL initiatives.
- Conducting studies, setting up automation tools and frameworks, and regularly publishing internal and external KPI audits.
Requirements:
- B. Tech, M. Tech or PhD in Data Science, Computer Science, Electrical Engineering, Operations Research, Statistics, Mathematics or a related area.
- Strong foundational knowledge in Statistics, Probability Theory, Machine Learning, Gen-AI and Signal Processing.
- Excellent programming skills – Python(required) and C++ (desired), with strong fundamentals in object-oriented programming, algorithms, and data structures.
- Hands-on experience in handling edge deployments targeting various HW platforms.
- Good understanding of database internals and schema design for relational (RDBMS) and non-relational (NoSQL) data stores.
- Exposure to AWS cloud services, including Kinesis, SQS, EKS, Auto Scaling Groups, etc.
- Knowledge of best practices in software development, including version control, testing, and continuous integration.
Desired skills:
- Worked with Pytorch , Transformers, sklearn or similar ML/ DL packages.
- Proficient in Python programming
- Experience with ML frameworks, including Caffe, TensorRT, OpenCL, SNPE, OpenVino, and ONNX.
- Working knowledge of common industry frameworks and tools around building LLMs, such as OpenAI, GPT, BERT, etc.
- Experience with MLOps tools and practices for continuous deployment and monitoring of AI models.
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