Join Overvak as an early member of our team to contribute to redefining an industry and building a product that will have a positive impact on millions of working parents. Design and develop AI pipelines capable of detecting meaningful actions, optimize model performance, and continuously improve pipeline quality. Work closely on integrating our AI stack with our camera ecosystem.
Key Highlights
Key Responsibilities
Technical Skills Required
Benefits & Perks
Nice to Have
Job Description
Join us at Overvak, where we’re building technology that empowers working parents to navigate parenthood and career with greater ease and confidence. Our platform addresses a real, unmet need helping parents stay connected, informed, and focused on the moments that matter most.
Our mission is simple yet powerful: to ensure working parents never miss an important moment in their child’s day. We’re creating intelligent, meaningful technology that surfaces what truly matters and keeps families connected in real time.
As an early member of our team, you’ll contribute to redefining an industry and building a product that will have a positive impact on millions of working parents.
The Role
We are seeking a Computer Vision Engineer to join us in a part-time, contract role for approximately 6 months, with the possibility of transitioning into a full-time position based on performance and alignment with company needs.
In this role, you will design and develop AI pipelines capable of detecting meaningful actions, optimize model performance, and continuously improve pipeline quality. You will also work closely on integrating our AI stack with our camera ecosystem. We’re looking for someone motivated, collaborative, and excited to help build the future of parenting technology.
Responsibilities
- Design, train, and fine-tune models using PyTorch and/or TensorFlow for action detection, classification, and related tasks.
- Build and optimize end-to-end computer vision pipelines, including preprocessing, data augmentation, and real-time inference.
- Deploy models into production environments and design scalable solutions as our user base grows.
- Monitor and maintain deployed models, implementing retraining and continuous optimization workflows.
- Research and apply emerging techniques in computer vision, deep learning, and model efficiency.
- Collaborate on camera system integration to enhance onboarding flows, pairing reliability, and livestream performance.
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Minimum Qualifications
- Bachelor’s or Master’s degree in Computer Science, Engineering, AI/ML, or a related field.
- Ideal: 6+ years of experience, with demonstrable success in developing computer vision solutions, and delivering tangible business value.
- 2+ years of hands-on experience with PyTorch and/or TensorFlow in computer vision applications.
- 2+ years of hands-on experience with CNNs (ResNet, EfficientNet, MobileNet), Vision Transformers (ViT, Swin), and object detection frameworks (YOLO, Faster R-CNN, SSD, etc.).
- Proficiency in Python and libraries like OpenCV, NumPy, scikit-learn, Pandas, and Matplotlib. Deep learning: PyTorch Vision, TorchVision, timm. Detection frameworks: Ultralytics, MMDetection, Detectron2.
- Experience with cloud software development (GCP, AWS)
- Knowledge of image processing, real-time video processing, edge computing, and cloud inference.
- Experience deploying and optimizing models for real-time inference.
- Understanding of camera technology, including calibration, lighting, optics, and image/video acquisition systems.
- Experience with VLMs, video search, and summarization agents.
- Experience with multimodal AI (vision-language models like CLIP, BLIP, GPT-4V) is a plus.
- Experience with NLP and generative AI for language tasks is a plus.
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Preferred Qualifications
- Experience with Spark, Ray, Kafka, Docker, and LangChain.
- Experience programming in C++ in addition to Python.
What We Offer
- Meaningful opportunities for professional growth as we scale and expand our product and technology.
- A chance to make a real, tangible impact on a product designed to support and empower working parents.
- A dynamic, collaborative environment working with cutting-edge technology and ambitious challenges.
- Equity in a high-potential, disruptive startup, joining at a stage where your contributions directly shape the company.
- Flexible working hours to support work–life balance.
• Fully remote - within USA ONLY.
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