General Motors Jobs – Data Scientist In Markham

Job Description:

As a data scientist, you will be responsible for developing data insights to drive business decision or action via statistics, natural language processing, AI/ML modeling. You will work with data customers directly within GM or external on any data request.

Job Responsibilities:

• Status updates to leadership on key data insights at program milestones, including reviews and demos;
• Monitor and maintain AI/ML model effectiveness
• Conduct Design Thinking/ Ideation/ Innovation sessions with the stakeholders throughout the product cycle & anticipate customers’ needs;
• Undertake preprocessing of structured and unstructured data
• Analyze large amounts of information to discover trends and patterns
• Build predictive models and machine-learning algorithms;
• Present complex information using data visualization techniques
• Combine models through ensemble modeling
• Propose solutions and strategies to business challenges that drive business impact
• Research/benchmark AI/ML technology to support data product/service roadmap;

Job Requirements:

• ML toolkits: Pandas, Tensorflow, PyTorch, Keras, SK-Learn
• Data Visualizations (PowerBI and/or Kibana)
• 7+ years of experience in data science capacity;
• Experience in software defined services including software release workflow, over the air data collection pipeline & database design;
• 3+ yrs industry experience in developing, deploying, and monitoring performance of data pipelines, data analysis, and BI reporting;
• Databases (Hadoop, Hive, Kafka, Cassandra, Elastic, and/or S3)
• Experience utilizing:
• Proficient in one or more analytical methodologies such as feature engineering, numerical optimization, real time & time-series modeling, forecasting, image modeling, machine learning/deep learning and natural language processing
• Scripting languages (Python, PySpark and SQL)
• Proven technical ability to navigate highly complex data management projects and effectively collaborate with multiple parties;

Qualification & Experience:

• Experience with automotive related data (e.g. warranty and diagnostics)
• Experience with vehicle data acquisition tools (e.g. Vehicle Spy, CANalyzer)
• Bachelor’s Degree in Mathematics/Statistics, Computer Science, Data Science or Engineering
• Experience with Big Data using Spark/Scala/Hadoop/Hive
• Advance degree (Master or PhD) in AI/ML preferred
• Experience with data collection over the air
• Understanding of major automotive vehicle systems such as Advanced Driver-Assistance (ADAS), Motion Control, Automotive Network, and Powertrain
• Experience with database design
• Experience with web-based APP development
• Experience with website, SharePoint and/or GUI development

Job Details:

Company: General Motors

Vacancy Type:  Full Time

Job Location: Markham, ON, CA

Application Deadline: N/A

Apply Here

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