ML Engineer

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
2-6 years
Ahmedabad, Gujarat
Data Science Analytics & Machine Learning
Work from Office
Full Time

Posted: 1 year ago
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Job Description

    At Yuja, a highly scalable and modular platform for on-demand shared mobility and last-mile connectivity is being developed. The development process involves various dimensions, providing a unique opportunity to work on deep tech solutions. The tech stack includes IoT devices for smart shared services, ML and data workflows, user experiences, and a focus on accessibility. Original thinking, experimentation, and measurable product development are emphasized.

    As a role at Yuja, you will be responsible for understanding product use cases and developing workflows for ML-driven features. This includes developing and maintaining dynamic ML models, ML-oriented testing procedures, algorithm research, and development. You will plan data collection programs, conduct model testing, and system feature testing. Additionally, deploying real-time algorithms, heuristics, and ML models, integrating ML workflows with other system components, and building reusable code are part of the role. Participation in DevOps and MLOps workflows, as well as managing internal or external resources, is required.

    The applications of ML/AI at Yuja span multiple domains such as time-series problems, agent-based modeling, image processing, contextual text generation, and recommendation. Highlighting your core experience in ML/AI in your application submission or resume is essential.

    Basic qualifications include a B.E./B.Tech. in Computer Science or related fields with experience in machine learning, image and signal processing, or statistics. Strong knowledge of probability theory, statistics, calculus, vector algebra, and ML algorithms is required. Proficiency in Python, data structures, algorithms, and ML pipeline is necessary. Experience with AWS/GCP ML stack, industry-standard ML frameworks, databases, and excellent communication skills are also key requirements. Preferred qualifications include exposure to GIS, graph theory, agent-based modeling, optimization theory, MLOps tools, spatial data analysis, containerization, and data visualization.

    The job type is full-time and permanent with a requirement to commute/relocate to Ahmedabad, Gujarat. Applicants should have 2+ years of experience, with education at the Bachelor's level. The application deadline is 07/03/2025, and the expected start date is 17/03/2025.,

Skills

Data VisualizationPythonData AnalysisMachine LearningVisualizationAiMlMl EngineerData VisualizationOptimization TheoryGCPAgentbased ModellingImage ProcessingMLOps ToolsVector AlgebraProbability TheoryMachine LearningData StructuresStatisticsAWSGraph TheoryAlgorithmsPythonRelational DatabasesNeural NetworksNoSQL DatabasesSignal ProcessingGISCalculus

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