Software Engineer: CV/ML Engineer

3 weeks ago

Shimoga, Karnataka, India A Top Industrial Automation Company which is part of a Top Engineering Group Full time

About the Company: A Top Industrial Automation Company which is part of a Top Engineering Group

Job Description

· Own C++ software modules for on device video capture, preprocessing, inference, and post processing on Linux.

· Implement classical image processing pipelines (denoise, resize, color space, undistortion) and CV algorithms (keypoints, homography, optical flow, tracking).

· Build and optimize distance/spacing estimation from monocular/stereo camera(s) using calibration, geometry, and/or depth‑estimation networks.

· Integrate ML models (PyTorch/TensorFlow → ONNX/TensorRT/NNAPI/NPU runtimes) for DMS/ADAS events: drowsiness, distraction/gaze, phone‑usage, smoking, seat belt, etc.

· Hit real time targets (FPS/latency/memory) on CPU/GPU/NPU using SIMD/NEON, multi threading, zero copy buffers.

· Write clean, testable C++, CMake builds, and Git based workflows (branching, PRs, code reviews, CI).

· Instrument logging/telemetry; debug with gdb/addr2line, sanitize and profile with perf/valgrind.

· Collaborate with data/ML teams on dataset curation, labeling specs, training/evaluation, and model hand-off.

Requirements

· 2+ years hands on in modern C++ on Linux, with strong Git and CMake.

· Solid image processing and computer‑vision foundations (camera models, intrinsics/extrinsics, distortion, PnP, epipolar geometry).

· Practical experience integrating CV/ML models on device (OpenCV + ONNX Runtime/TensorRT/NCNN/MediaPipe/NNAPI).

· Experience building real time pipelines for live video (GStreamer/FFmpeg, RTSP/RTMP, ring buffers), optimizing for latency & memory.

· Competence in multithreading/concurrency, lock free queues, and producer–consumer designs.

· Comfort with debugging & profiling on Linux targets

· Knowledge of monocular depth estimation, stereo matching, or structure from motion for distance estimation.

· Model training exposure (PyTorch/TensorFlow): augmentation, evaluation (precision/recall, ROC/PR), quantization/pruning, conversion to ONNX/TensorRT/NCNN.

· Hardware acceleration (GPU/VPU/NPU, Arm NEON/DSP), YOLO/RT DETR/Lightweight backbones on edge.

· Cross compiling, Yocto/Buildroot, containerized toolchains; unit tests (gtest), static analysis (clang tidy, cppcheck), sanitizers.

· Basic familiarity with MQTT/IoT, message schemas, and over the air updates.

Please share your resumes at bhawna@marketscope.in

  • Data Engineer

    4 weeks ago

    Shimoga, Karnataka, India Bahwan CyberTek Full time

    Job Title: Data Engineer – Google Cloud Platform (GCP) Job Summary We are seeking a skilled and motivated Data Engineer with hands-on experience in building scalable data pipelines and cloud-native data solutions on Google Cloud Platform. The ideal candidate will be proficient in GCP services like Pub/Sub, Dataflow, Cloud Storage, and BigQuery, with a...

  • gcp ai/ml

    4 weeks ago

    Shimoga, Karnataka, India Tata Consultancy Services Full time

    Role: GCP AI/MLRequired Technical Skill Set: GCP AI/MLDesired Experience Range: 4-10 yrsLocation of Requirement: Chennai, Gandhinagar, BangaloreNotice period: Immediate joiner onlyJob Description:Experience: Associate should have 4+ years of IT experience with good exposure into diagnosis and troubleshooting the complex issues.Technologies: IData Ingestion &...

  • Senior AI Platform Engineer

    4 weeks ago

    Shimoga, Karnataka, India Jaipur Robotics Full time

    Location: Remote (availability to work in the CET timezone)Who we areAt Jaipur Robotics, we envision a future where data from waste is abundant, driving automation and digital transformation across the waste industry. We're developing cutting-edge intelligent solutions that are revolutionising operational pipelines for the European waste sector, unlocking...

  • Data Engineer

    4 weeks ago

    Shimoga, Karnataka, India TerraGiG Full time

    Role: Python Data Engineer Experience: 6-8 Years Job Location: Gurugram Work Mode: Remote Tech Stack - Python, PySpark, Glue, EMR, Sage maker, Python API development. ML / MLOps experience is a plus.

  • Engineer ELV

    4 weeks ago

    Shimoga, Karnataka, India Dar Full time

    Dar, the founding member of the Sidara group, is an international multidisciplinary consulting organization specializing in engineering, architecture, planning, environment, project management, facilities management, and economics. Sidara operates in 60 countries with 20,500 professionals, Dar connects people, places, and communities through innovative...

  • Technical Project Manager-Data Engineering

    4 weeks ago

    Shimoga, Karnataka, India Reflections Info Systems Full time

    We are looking for 13+years experienced candidates for this role.Mode: HybridPreferred Location: Cochin/Trivandrum/ChennaiPrimary Skills :Overall 13+ Years of Experience in IT with 6+ years of experience as a Technical Product Manager, Technical Program Manager, or Delivery Lead.Hands-on development experience in data engineering, including data pipelines,...

  • Desktop Support Engineer L1

    1 week ago

    Shimoga, Karnataka, India Pooja Full time ₹ 1,60,000 - ₹ 2,00,000 per year

    End User Support/Desktop Support Engineer (L1 Engineer) - AirportWe're looking for End User Support/Desktop Support Engineers to join our team at various airport locations across India. As an L1 Engineer, you'll provide technical assistance and support to end-users, resolving hardware, software, and network issues.Key Responsibilities:Hardware Support:...

  • Senior Informatica Engineer

    3 weeks ago

    Shimoga, Karnataka, India Coforge Full time

    We're Hiring: Senior Informatica Engineers.Coforge Ltd.is looking for a highly experienced Informatica Engineer who can independently design and develop cloud-based ETL pipelines using Azure services and integrate data into AWS Datalake or other modern data platforms.???? Job Location: Greater Noida???? Experience: 8 to 12 Years.???? Send CV to:...

  • Data Engineer

    3 weeks ago

    Shimoga, Karnataka, India Suventure Full time

    Skills Required: Python, Dataproc, dataflow, GCP Cloud Run, Agile Software Development, DataForm,TERRAFORM, Big Query, Data Fusion, GCP, Cloud SQL, KAFKAExperience Required: Bachelor's degree in Computer Science, Engineering, or a related technical field 5+ years of SQL development experience 5+ years of analytics/data product development...

  • Systems Engineer

    4 weeks ago

    Shimoga, Karnataka, India ARAV Systems Full time

    Company DescriptionARAV Systems is a System Integration & Automation services company that offers engineering application development services to automate test and measurement systems. The company specializes in providing resources and support for dynamic requirements from scientists and engineers with short lead times, as well as turnkey solutions for...