Division Information TechnologyEmployment Status ExemptSalary Grade 108Shift Requisition ID 76462Please be aware that if you are selected to formally interview for an internal position you will be required to notify your current manager Please refer to the Employee Transfers Guidelines posted on Skylink Description Seeking a passionate handson technical AI ML engineer to join our growing team and solve exciting engineering problems in semiconductor space The nature of problems are wide ranging giving an opportunity to grow continuously This position will work closely with multidisciplinary team product managers Data engineers data scientists and business stakeholders to bring AI solutions to production Responsibilities Key Responsibilities Design and Develop ML Models for high impact engineering solutions Build train and optimize machine learning and deep learning models to solve complex problems using natural language processing computer vision and predictive analytics Knowledge of python Pytorch agentic frameworks Langchain RAG capability to understand and build deep learning models on cloud or on premises compute Data Collection and Preprocessing Python preprocessing for structured and unstructured data numeric images videos and documents Feature Engineering Identify extract and transform relevant features from raw data to improve model performance and interpretability Model Evaluation and monitoring Assess model accuracy and robustness using statistical metrics and validation techniques Deployment and Integration Knowledge of Kubernetes Flask Ray Serve Azure Devops ONNX or cloud-based solutions Research and Innovation Stay abreast of the latest developments in AI ML research and technologies Experiment with new algorithms tools and frameworks to drive innovation and maintain a competitive edge Documentation and Reporting Create comprehensive documentation of model architecture data sources training processes and evaluation metrics Present findings and recommendations to both technical and non-technical audiences Ethics and Compliance Uphold ethical standards and ensure compliance with regulations governing data privacy security and responsible AI deployment Required Experience and Skills Education Bachelor s or Master s degree in Computer Science Engineering Mathematics Statistics or a related field 3 years of professional experience in machine learning artificial intelligence or related fields A PhD or relevant research experience would be a plus Hands-on experience with neural networks deep learning and architectures such as CNNs RNNs Transformers and Generative AI Exposure to MLOps practices monitoring scaling and automating ML workflows Experience with big data platforms Databricks Hadoop Spark Dataflow etc Familiarity with advanced topics such as reinforcement learning generative models or explainable AI Desired Experience and Skills Proficiency in programming languages such as Python preferred Java Csharp or C Deep understanding of machine learning frameworks PyTorch scikit-learn Keras etc Experience with data manipulation tools NumPy SQL Pandas Solid grasp of statistics probability theory and linear algebra Familiarity with cloud and Data computing platforms Azure Azure DevOps DataBricks GCP Knowledge of containerization and orchestration Docker Kubernetes Experience in deploying machine learning models to production Understanding of software engineering best practices version control Git unit testing CI CD pipelines Skyworks is an Equal Prospect Employer All qualified applicants will receive consideration for employment without regard to race color religion age sex sexual orientation gender identity national origin disability protected veteran status or any other characteristic protected by law

📌 Ai And Machine Learning Engineer (Karnataka)
🏢 Skyworks Solutions
📍 Karnataka