We are now looking for a Senior Data Scientist for DGX Cloud team. As a Data Scientist you will turn data into information, information into insight and insight into business decisions to help optimize the engineering process and align strategic direction. You will work closely with our leadership team, internal partners and engineering, providing them insight and data that enables effective changes across the organization.
Our projects include user behavior profiling, user base segmentation and campaign targeting. Our technology stack relies on industry standard open source components (Hadoop/Hive, Spark, ELK, Tableau, Cassandra, Avro, Kafka, Aerospike, Redis, PostgreSQL etc) and proprietary tools implemented in Python. Are you a versatile, visionary and ambitious engineer who can help us grow our solutions for the data analysis?
What you will be doing:
Analyze and develop model to address quantitative data and qualitative survey data
Apply ML/AI techniques (classification/clustering/sentiment) to solve reliability and QoS issues for our products.
Develop frameworks for data ingestion and processing
We want you to extend intelligent approaches to detect and to root cause the outliers in the data models, to identify inconsistencies in data. You will come up with scalable algorithms (for data processing and machine learning) on how to diagnose the root causes of errors.
You will act as a link, working within and coordinating between multiple distributed teams for end-to-end feature delivery.
You will prepare documentation for the processes, policies, data formats, test cases and then encourage results within the scope of your projects.
What we need to see:
Bachelor's Degree in Computer Science or statistics or related field (or equivalent experience)
12+ years professional experience in software development and building successful production software systems
Proven ability in solving problems using machine learning algorithms and techniques (clustering, classification, outlier analysis, anomaly detection etc.) and deep learning models (Neural Networks)
4+ industrial experience with common tools for data storage and processing (e.g. Spark, Hadoop Map/Reduce, Hive, Cassandra). You will have to drill into the problems of running large-scale software in a big network
We expect you to have system design/architecture skills to build reliable data flows, combining analytical batch processing and low-latency services. You have passion for efficient algorithms and data structures, advantages/limitations of using them in distributed environments
Excellent interpersonal, presentation and reporting skills should be your strong sides
You are a self-motivated, engaged, eager for self-education person with strong self-management skills
Strong oral and written communication skills in English
Ways to stand out from the crowd:
Demonstrated skills as a senior engineer (i.e. mentoring, leading out in product designs, managing projects, architecting products). Love for PC/mobile gaming will help you in working with our data sets
Experience working within a large international team. Software security experience would be a plus
Love of technology, especially data analytics, and passionate about what you do. Strong collaborative and interpersonal skills, specifically a proven track record to effectively guide and influence within a dynamic matrix environment
NVIDIA is leading groundbreaking developments in Artificial Intelligence, High Performance Computing and Visualization. The GPU -- our invention -- serves as the visual cortex of modern computers and is at the heart of our products and services. Our work opens up new universes to explore, enables groundbreaking creativity and discovery, and powers inventions that were once considered science fiction, including artificial intelligence to autonomous cars.
NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hard-working people in the world working for us. Are you creative and autonomous? Do you love a challenge? If so, we want to hear from you.
The base salary range is 220,000 USD - 471,500 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
You will also be eligible for equity and benefits. NVIDIA accepts applications on an ongoing basis.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
