Truminds - AI/ML Software Lead

3 days ago

Bengaluru, Karnataka, India Truminds Software Systems Full time US$ 1,20,000 - US$ 2,40,000 per year

Description
We are looking for an experienced AI/ML Software Lead / Expert to drive software development initiatives and lead the design and implementation of cutting-edge AI/ML solutions. This hybrid role, based in Bengaluru South, involves working closely with cross-functional teams to build high-quality, scalable, and efficient AI-enabled software products.

The role requires strong leadership, expertise in embedded software development, AI/ML engineering, testing, optimization, and deep involvement in delivering end-to-end software solutions that meet complex client requirements.

Key Responsibilities
AI/ML Solution Design & Development :

  • Lead the development of AI/ML models, algorithms, and predictive solutions.
  • Design and optimize end-to-end AI pipelines, including data preprocessing, model development, evaluation, and deployment.
  • Work with frameworks such as TensorFlow, PyTorch, Keras, Scikit-learn, or similar AI ecosystems.
  • Collaborate with data scientists and domain experts to translate business needs into intelligent software features.

Software Engineering & Embedded Development

  • Oversee embedded software development, firmware programming, and integration of AI/ML models into constrained hardware systems.
  • Drive software architecture decisions ensuring robustness, maintainability, and scalability.
  • Optimize code for performance, memory, and real-time execution on embedded platforms.

Testing, Validation & Optimization

  • Define and implement unit tests, integration tests, and system-level validation for embedded and AI/ML components.
  • Conduct debugging and performance tuning to ensure smooth functioning of all modules.
  • Ensure high-quality releases through continuous integration and test automation.

Technical Leadership

  • Lead software development teams, mentor engineers, and review code/design deliverables.
  • Drive technical decision-making, architectural improvements, and best practices adoption.
  • Coordinate with cross-functional teams including hardware, QA, product, and AI/ML teams.

Collaboration & Process Excellence

  • Work within Agile development methodologies, contributing to sprint planning, retrospectives, and improvement cycles.
  • Maintain accurate documentation across design specs, model documentation, test cases, and release notes.
  • Communicate effectively with internal stakeholders and external clients.

Required Qualifications & Skills
Core Technical Skills :

  • Strong proficiency in Python, C/C++, Java, or similar languages.
  • Solid understanding of AI/ML fundamentals including :
  • Deep Learning (CNNs, RNNs, Transformers)
  • Machine Learning algorithms (Regression, SVM, clustering, decision trees, etc.)
  • Computer Vision (OpenCV, image processing, object detection)
  • NLP techniques (tokenization, embeddings, transformers)
  • Model optimization (quantization, pruning, acceleration)
  • Experience with AI/ML frameworks & tools :
  • TensorFlow, PyTorch, Keras, ONNX, Scikit-learn
  • OpenVINO / TensorRT (for embedded inference)
  • Hands-on experience in embedded systems, RTOS, microcontrollers, or edge AI deployments.

Additional Skills

  • Strong background in Software Architecture and design patterns.
  • Experience with testing frameworks, debugging tools, and profiling methodologies.
  • Familiarity with Docker, Git, CI/CD pipelines, and modern DevOps tools.
  • Understanding of Agile methodologies and complete SDLC processes.

Professional & Educational Background

  • Bachelors or Masters degree in Computer Science, Engineering, Electronics, or related fields.
  • Prior experience in AI/ML solution development is highly desirable.
  • Excellent communication, analytical, and problem-solving abilities.

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