AI/ML Engineer (IoT sphere)

Coherent Solutions is a digital product engineering company focused on empowering business success. Our global team of 1700+ talented professionals collaborate seamlessly to deliver innovative solutions that drive measurable business impact. Headquartered in Minneapolis, USA, the company’s core competencies across 10 locations worldwide include product software development, IT consulting, data and analytics, machine learning, mobile app development, DevOps, Salesforce, and more. We grow a team of advisors, not just order takers, and strive to make the company a place for career growth and opportunities.

If you want to grow your core competencies, share your passion and be sure that every contribution is evaluated, we are on the same page. Company BackgroundOur client is a global leader in smart access solutions, offering top-tier connected products such as cameras, locks, card readers, garage door openers, and gates. With one of the largest IoT install bases worldwide, their innovative ecosystem supports millions of homes and businesses with secure, real-time digital access. The company continues to drive the Smart Home industry forward through AI-powered advancements in video analytics, object detection, and contextual automation.

Project DescriptionThis AI-driven initiative focuses on improving the client's smart video ecosystem by enhancing the AI foundation, refining validation scripts for generative models, addressing discrepancies in object detection performance, and automating model testing across embedded devices. A major component involves curating and annotating video data to fine-tune models for smart search and descriptive notifications. The long-term objective is to develop intelligent systems capable of summarizing video events and generating context-aware alerts using a combination of computer vision and large language models (LLMs).

TechnologiesPythonFastAPIDockerAWSAzureDatabricksApache SparkTensorFlowPyTorchOpenCVLangChainLangGraphLlamaIndexOpenAI (CLIP, GPT-4)QdrantPineconeWeaviateYOLOSAMSSDMLflowDVCRayW&BTensorBoardGrafanaPrometheusLabel StudioLabelImgCVATWhat You'll DoDesign, develop, and validate smart video search and summarization systemsBuild and optimize ML pipelines for object detection, event tagging, and descriptive alertsCollaborate with firmware teams to implement automated model testing on target devicesWork with video datasets to curate, label, and annotate events for AI trainingIntegrate LLMs to contextualize visual events and enable semantic groupingMaintain high-quality production-grade code for APIs and ML servicesPartner with product and engineering teams to ship AI-driven features for intelligent notificationsImplement monitoring, observability, and continuous evaluation for deployed modelsJob Requirements5+ years of experience in ML/AI engineeringStrong proficiency in Python and experience with ML frameworks such as TensorFlow and PyTorchProficient in building distributed workflows using Apache Spark or DatabricksHands-on experience in cloud environments (AWS and/or Azure)Familiarity with FastAPI, Docker, and CI/CD practicesBackground in computer vision, including object detection and tracking (YOLO, SAM, SSD)Experience working with annotation tools (Label Studio, CVAT, etc.

) and dataset managementUnderstanding of LLMs, transformers, and generative AI techniques; experience with LangChain or similar orchestration frameworksProficiency in building scalable, fault-tolerant ML pipelines with monitoring/loggingFamiliarity with event aggregation and generating natural language summaries from videoEnglish level: B1+What Do We OfferYou will be rewarded with the salary starting from 4500 EUR gross monthly. Remote work. We respect each employee’s chosen way to work remotely anywhere. "Launch for success" package: premium health insurance, monthly lunch vouchers, telecom services for employees and their family members, and more. Global teams.

The working model in the company is based on working in global multicultural departments and gaining experience from the highest-level professionals. International Clients. It is on us to ensure the wide range of Clients you will work with – Innovative start-ups and Fortune 1000 companies in the U. S. and Europe. Professional growth opportunity. We created a professional training center including educational programs for developers of any level and live training sessions. Unique ideas development. Our internal start up incubator, Innovation Sandbox, helps to materialize ideas, receive support on their realization, and win cash prizes. Team spirit.

Work in the company is not just about work – team building, celebrations, corporate events, family events and other traditions are an essential part of our culture. Please take you time to see Coherent Solutions Privacy Policy for Job Applicants for details on how we process your personal data: https: //www. coherentsolutions. com/privacy-policy-for-job-applicants