Senior Machine Learning Engineer / Data Scientist

FourKites, Inc.
Department Icon Data Science Analytics & Machine Learning
149+ Applicants
Posted: 8 months ago
0-3 years
Chennai, Tamil Nadu
Work from Office
Posted: 8 months ago
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Applicants: 150+
Job Description
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Job Description

    As a recent PhD graduate in Computer Science, Machine Learning, AI, or a related field, you have the opportunity to join a cutting-edge team that focuses on pushing the boundaries of machine learning in a dynamic industry setting. In this role, you will work on complex challenges related to large language models (LLMs), optical character recognition (OCR), and model scaling.
    **Key Responsibilities:**
    - Lead research initiatives to enhance OCR accuracy across various document types and languages.
    - Train and fine-tune LLMs using domain-specific data to improve performance in specialized contexts.
    - Develop efficient techniques to scale LLMs for high-volume production environments.
    - Design and implement innovative approaches to model optimization and evaluation.
    - Collaborate with cross-functional teams to integrate AI solutions into production systems.
    - Stay updated with the latest research and incorporate state-of-the-art techniques.
    - Document methodologies, experiments, and findings for technical and non-technical audiences.
    **Required Qualifications:**
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    - PhD in Computer Science, Machine Learning, AI, or a related field completed within the last year.
    - Strong understanding of deep learning architectures, particularly transformer-based models.
    - Experience with OCR systems and techniques for enhancing text recognition accuracy.
    - Proficiency in Python and deep learning frameworks (PyTorch, TensorFlow, or JAX).
    - Demonstrated ability to implement and adapt research papers into working code.
    - Excellent problem-solving skills with a methodical approach to experimentation.
    - Strong communication skills to explain complex technical concepts clearly.
    **Preferred Qualifications:**
    - Research focus during PhD in areas relevant to NLP, computer vision, multimodal learning.
    - Familiarity with distributed training systems for large-scale models.
    - Experience with model quantization, pruning, and other efficiency techniques.

    Looking to get Placed? Try our Placement Guarantee Plan

    - Understanding of evaluation methodologies for assessing model performance.
    - Knowledge of MLOps practices and tools for model deployment.
    - Publications at top-tier ML conferences (NeurIPS, ICML, ACL, CVPR, etc.).
    FourKites is the leader in AI-driven supply chain transformation for global enterprises, offering an ideal transition from academic research to industry application. You will benefit from a structured onboarding program, work on frontier AI models with real-world impact, and have access to significant computing resources. Additionally, you can enjoy a collaborative environment, flexible work arrangements, competitive compensation, and support for continued professional development and conference attendance.
    **Benefits:**
    - Medical benefits from the first day of employment.
    - 36 PTO days (Sick, Casual, and Earned), 5 recharge days, 2 volunteer days.
    - Home office setups and technology reimbursement.
    - Lifestyle and family benefits.
    - Annual swags/festive swags.
    - Ongoing learning and development opportunities (Professional development program, Toast Master club, etc.).,

Skills

PythonDeep LearningMachine LearningLarge Language ModelsAiMlData ScientistDeep Learning ArchitecturesTensorFlowModel QuantizationOCR SystemsNLPAIpowered Digital WorkersCommunication SkillsJAXDistributed Training SystemsRealtime VisibilityPythonAIdriven Supply Chain TransformationModel PruningPyTorchProblemsolvingResearch Papers ImplementationMultimodal LearningMLOps PracticesTransformerbased ModelsModel DeploymentComputer VisionEvaluation Methodologies

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About Company

FourKites is a supply chain visibility platform that provides real-time tracking and predictive analytics for shipments.

Important dates & deadlines?

Application Deadline

27 Oct 25, 12:44 PM IST

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Senior Machine Learning Engineer / Data Scientist

FourKites, Inc.

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