What are the responsibilities and job description for the Business Analyst position at Infoyogi?
- Use statistical and machine learning techniques to create scalable solutions for vehicle telemetry data and video analysis, and perform R&D to drive discovery of new generation mobility products
- Establish scalable, efficient, automated processes for large scale data analysis, model development, model validation and model implementation
- Drive adoption of best practices across organizations
- Deliver production-ready code
- Work with Product Owners to define the KPIs for machine learning projects
- Stay abreast of developments in research methodology and changing technologies in the marketplace and proactively identify applications of these latest developments to improve existing methods
- Prepare and present findings to both technical and non-technical audiences
- Work within the constraints of time, budget, and resources capacities to align with Clients’ global vision
- Develop and foster collaborative relationships with product, business, and engineering teams to effectively serve our customer needs
Qualifications
5 years of production experience working in Data Science or Software Engineering
3 years of production experience in Machine Learning, Computer Vision, Signal Processing, and/or Natural Language Processing (NLP)
Solid knowledge/experience of statistics, EDA, ETL, feature importance/feature selection
Experience in research/edge is a plus
Solid production experience using Python (including NumPy) and SQL
Solid production experience using TensorFlow and/or PyTorch
Production experience with Apache Spark
Strong fundamentals in problem solving, algorithm design and complexity analysis
Experience implementing Machine Learning pipelines in production environments
Hands-on experience with web APIs, containers, CI/CD and testing
Experience from working in Agile Scrum environments
Experience implementing solutions in a cloud environment (AWS, Azure, or Google Cloud)
Experience working with data science in automotive telematics data and video is a plus
Experience in edge computing is a plus
Job Type: Contract
Salary: $60.00 - $65.00 per hour
Schedule:
- 8 hour shift
Work Location: One location