About Company
Coherent Solutions is headquartered in United States with 2000+ employees across several development centers in Eastern and Central Europe. We are a top software product engineering and consulting services company offering custom digital solutions, web and mobile application development, DevOps and data services, and emerging technologies such as blockchain and IoT—with 1000+ completed projects going back to the company’s inception in 1995.
As part of the company’s expansion in Moldova, we are looking for a professional to join our team.
Project Description
Our 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.
What You'll Do
- Design, develop, and validate smart video search and summarization systems;
- Build and optimize ML pipelines for object detection, event tagging, and descriptive alerts;
- Collaborate with firmware teams to implement automated model testing on target devices;
- Work with video datasets to curate, label, and annotate events for AI training;
- Integrate LLMs to contextualize visual events and enable semantic grouping;
- Maintain high-quality production-grade code for APIs and ML services;
- Partner with product and engineering teams to ship AI-driven features for intelligent notifications;
- Implement monitoring, observability, and continuous evaluation for deployed models.
Technologies
- Python, Docker, FastAPI, OpenAI, AWS/Azure, ML, Databricks/Apache Spark
Job Requirements
- 3-5+ years of experience in ML/AI engineering;
- Strong proficiency in Python and experience with ML frameworks such as TensorFlow and PyTorch;
- Proficient in building distributed workflows using Apache Spark or Databricks;
- Hands-on experience in cloud environments (AWS and/or Azure);
- Familiarity with FastAPI, Docker, and CI/CD practices;
- Background in computer vision, including object detection and tracking (YOLO, SAM, SSD);
- Experience working with annotation tools (Label Studio, CVAT, etc.) and dataset management;
- Understanding of LLMs, transformers, and generative AI techniques; experience with LangChain or similar orchestration frameworks;
- Proficiency in building scalable, fault-tolerant ML pipelines with monitoring/logging;
- Familiarity with event aggregation and generating natural language summaries from video;
- English level: B1+.
What Do We Offer?
- New technologies & experience working on international projects;
- 100+ technical and non-technical trainings to develop and expand your horizons;
- Competitive salary and full social package;
- Additional Health Insurance;
- Remote work opportunities;
- Rest/Game Room;
- Multisport card;
- Paid Lunches;
- Corporate events for employees and their families;
- English courses (both with Russian-speaking teachers and native speakers).
Contact us directly at: [показать e-mail]hr@coherentsolutions.md or [показать e-mail]job@coherentsolutions.md
