{"id":1238993,"url":"https://alion.io/job/mesitus-computer-vision-engineer","title":"Computer Vision Engineer","company":{"id":3800210,"name":"Mesitus","domain":"mesitus.in","url":"https://alion.io/company/mesitus","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India","Chennai, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":22000,"max_usd":55000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":22},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CI/CD","optional":false},{"name":"Computer Vision","optional":false},{"name":"Docker","optional":false},{"name":"Edge AI","optional":false},{"name":"Knowledge Distillation","optional":false},{"name":"Model Distillation","optional":false},{"name":"OpenCV","optional":false},{"name":"OpenVINO","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"PyTorch C++","optional":false},{"name":"Quantization","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false},{"name":"TensorRT","optional":false},{"name":"AWS","optional":true},{"name":"Azure","optional":true},{"name":"C++","optional":true},{"name":"GCP","optional":true},{"name":"GStreamer","optional":true},{"name":"Kubeflow","optional":true},{"name":"Kubernetes","optional":true},{"name":"MQTT","optional":true},{"name":"ONNX","optional":true}],"status":"live","first_seen_at":"2026-09-16T13:05:13Z","employer_posted_date":null,"last_verified_at":"2026-09-16T13:05:13Z","board_verified":false,"closed_at":null,"days_open":14,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":14},"description":"Key Responsibilities:\n\n- Develop, train, and optimize production-grade computer vision models - object detection, instance segmentation, classification, and tracking.\n\n- Deploy and optimize models on embedded AI platforms and edge devices for low-latency, real time inference.\n\n- Build and integrate end-to-end CV pipelines into IoT systems and edge-to-cloud architectures.\n\n- Apply model optimization techniques - quantization, pruning, distillation, and hardware acceleration - to meet edge constraints.\n\n- Establish and maintain robust MLOps practices: CI/CD for ML, model versioning, monitoring, drift detection, and automated retraining pipelines.\n\n- Benchmark and profile model performance (latency, throughput, memory, power) across target hardware.\n\n- Collaborate with hardware, firmware, and product teams to ship reliable, scalable edge AI solutions.\n\n- Maintain high standards of code quality, documentation, and reproducibility across the model lifecycle.\n\nRequired Skills & Experience:\n\n- 3 - 8 years of hands-on experience in computer vision and deep learning.\n\n- Strong proficiency in Python and CV / DL frameworks (PyTorch, TensorFlow, OpenCV).\n\n- Proven track record building and deploying production-grade CV models.\n\n- Deep expertise in instance segmentation and real-time CV systems.\n\n- Hands-on embedded AI / edge deployment experience (e.g., NVIDIA Jetson, TensorRT, OpenVINO, Coral, ARM-based platforms).\n\n- Experience with IoT architectures and edge-cloud integration.\n\n- Strong MLOps skills: CI/CD, containerization (Docker), model registries, monitoring, and automated retraining.\n\n- Solid understanding of model optimization for constrained hardware (quantization, pruning, compression).\n\nNice to Have:\n\n- C++ for performance-critical inference paths.\n\n- Familiarity with cloud ML workflows (AWS / Azure / GCP).\n\n- Exposure to ONNX, GStreamer, or NVIDIA DeepStream pipelines.\n\n- Knowledge of MQTT or other IoT messaging protocols.\n\n- Experience with Kubernetes / Kubeflow for ML orchestration.\n\nWhat We Offer:\n\n- Opportunity to work on cutting-edge edge AI and real-time vision products.\n\n- A collaborative, hands-on engineering culture based in Chennai.\n\n- Ownership of the full model lifecycle, from research to production.\nSkills\nMachine Learning, Computer Vision, Python, Edge AI, MLOps, Artificial Intelligence, Deep Learning, Image Recognition, Clinical Data Management, Tensorflow","description_format":"text","description_chars":2414,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotic Software & Control Systems"],"lifecycle":[{"event":"open","at":"2026-09-25T16:00:00Z"}],"liveness":{"score":49,"band":"ok","label":"Likely open","p_open":0.85,"p_active":0.764,"p_room":0.75,"age_days":14,"expected_fill_days":18,"reasons":["seen:14","velocity","win:late"],"computed_at":"2026-10-01T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/mesitus-computer-vision-engineer","json_url":"https://alion.io/job/mesitus-computer-vision-engineer.json","meta":{"generated_at":"2026-10-01T11:05:48Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"search","counted_by":"address","units_charged":0,"used_today":0,"day_limit":null,"remaining_today":null,"minute_limit":null,"resets_at":"2026-10-02T00:00:00Z"}}}