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.
(ref:hirist.tech)
