Senior AI/ML Software Engineer
2 weeks ago
The Company Cableteque comprises an international team with extraordinary wire interconnects, CAD deployments, and AI/ML expertise. Our team is located worldwide, including the US, Europe, and Asia. This enables us to assemble diverse perspectives, comprehensive knowledge, and specialized expertise to deliver the best software products and services to our customers.Cableteque specializes in offering Predictive Interconnect Analytics (PIA) as a SAAS solution for the electronics OEM industry to address challenges in interconnect design. PIA provides comprehensive design optimization, CAD validation, subject-matter expertise, and design enhancements for complex interconnect systems, ultimately improving effectiveness and predictability. By partnering with industry key players, Cableteque helps OEMs focus on the interconnect's purpose while reducing the risk of costly mistakes and delays in the product design cycle.Role Overview We are seeking aSenior AI/ML Software Engineerto join our globally distributed team. In this role, you will lead the design and implementation of machine learning pipelines and AI-driven solutions that power next-generation interconnect design tools. You will work across both back-end and front-end systems to deliver robust, scalable, and intelligent software solutions.Responsibilities Design, develop, and deployAI/ML models ,data pipelines , andintelligent analyticsfor the PIA platform. Architect and optimizeend-to-end ML workflows , including data ingestion, model training, evaluation, and deployment. Work closely with CAD, data, and product teams to integrate ML-driven decision systems into engineering workflows. Develop and maintain high-performanceback-end systemsinPython 3using frameworks likeFastAPI andJava (Spring Boot). Contribute tofront-end developmentinReactfor data visualization and interactive ML insights. ApplyMLOps practicesfor versioning, testing, and deployment (e.g., MLflow, Kubeflow, Airflow, or SageMaker). Ensure software scalability and reliability acrosscloud environments(AWS, GCP, Azure). Participate in code reviews, system design discussions, and cross-functional technical planning.Qualifications Bachelor’s or Master’s degreeinComputer Science ,Artificial Intelligence ,Software Engineering , or a related field. 5+ yearsof professional software engineering experience, with at least3 yearsfocused onAI/ML development . Proficiency inPython 3and libraries such asNumPy ,Pandas ,Scikit-learn , andPyTorchorTensorFlow . Hands-on experience withdeep learning frameworks(e.g., PyTorch, TensorFlow, or Keras). Strong knowledge ofmachine learning algorithms , including: Supervised and unsupervised learning Feature engineering and dimensionality reduction Model optimization and hyperparameter tuning Ensemble methods (e.g., Gradient Boosting, Random Forests) Familiarity withdata preprocessing ,feature pipelines , anddata versioning tools(e.g., DVC, Delta Lake). Experience implementingML models in production , including model monitoring and retraining pipelines. Understanding ofneural network architectures(e.g., CNNs, RNNs, Transformers) andembedding-based models . Experience withvector databasesandretrieval-augmented generation (RAG)is a plus. Experience withcloud AI services(AWS SageMaker, Vertex AI, Azure ML) andcontainerization(Docker, Kubernetes). Familiarity withMLOps and CI/CD pipelinesfor ML systems. Excellentanalytical and problem-solvingskills. StrongEnglish communicationskills for effective collaboration in a global environment. Self-driven, proactive, and comfortable working independently in a distributed team.The candidates will be required to complete an assignment as a prerequisite for the interview.Good luck
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