{"id":1227476,"url":"https://alion.io/job/auriga-it-consulting-private-limited-generative-ai-computer-vision-engineer","title":"Generative AI & Computer Vision Engineer","company":{"id":3800691,"name":"Auriga IT Consulting Private Limited","domain":"aurigait.com","url":"https://alion.io/company/auriga-it-consulting-private-limited","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Keka","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":["India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":15000,"max_usd":40000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":31},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon EC2","optional":false},{"name":"Amazon EKS","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Azure AKS","optional":false},{"name":"C++","optional":false},{"name":"CI/CD","optional":false},{"name":"CNN","optional":false},{"name":"Computer Vision","optional":false},{"name":"Docker","optional":false},{"name":"DVC","optional":false},{"name":"EfficientNet","optional":false},{"name":"Embeddings","optional":false},{"name":"FastAPI","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Flask","optional":false},{"name":"GCP","optional":false},{"name":"Grafana","optional":false},{"name":"Hallucination","optional":false},{"name":"Hugging Face","optional":false},{"name":"Interpretability","optional":false},{"name":"KServe","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Milvus","optional":false},{"name":"MLFlow","optional":false},{"name":"Multimodal AI","optional":false},{"name":"Ollama","optional":false},{"name":"ONNX Runtime","optional":false},{"name":"OpenCV","optional":false},{"name":"Pinecone","optional":false},{"name":"Prometheus","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"PyTorch C++","optional":false},{"name":"RAG","optional":false},{"name":"ResNet","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false},{"name":"TensorRT","optional":false},{"name":"Transformers","optional":false},{"name":"Triton Inference Server","optional":false},{"name":"Vertex AI","optional":false},{"name":"vLLM","optional":false},{"name":"Weaviate","optional":false}],"status":"live","first_seen_at":"2026-09-24T07:56:11Z","employer_posted_date":null,"last_verified_at":"2026-09-24T07:56:11Z","board_verified":false,"closed_at":null,"days_open":26,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":26},"description":"Job Summary : \n\nWe're seeking a hands-on GenAI & Computer Vision Engineer with 3 - 5 years of experience delivering production-grade AI solutions. You must be fluent in the core libraries, tools, and cloud services listed below, and able to own end-to-end model development - from research and fine-tuning through deployment, monitoring, and iteration. In this role, you'll tackle domain-specific challenges like LLM hallucinations, vector search scalability, real-time inference constraints, and concept drift in vision models.\n\nKey Responsibilities : \n\nGenerative AI & LLM Engineering : \n\n- Fine-tune and evaluate LLMs (Hugging Face Transformers, Ollama, LLaMA) for specialized tasks\n\n- Deploy high-throughput inference pipelines using vLLM or Triton Inference Server\n\n- Design agent-based workflows with LangChain or LangGraph, integrating vector databases (Pinecone, Weaviate) for retrieval-augmented generation\n\n- Build scalable inference APIs with FastAPI or Flask, managing batching, concurrency, and rate-limiting\n\nComputer Vision Development : \n\n- Develop and optimize CV models (YOLOv8, Mask R-CNN, ResNet, EfficientNet, ByteTrack) for detection, segmentation, classification, and tracking\n\n- Implement real-time pipelines using NVIDIA DeepStream or OpenCV (cv2); optimize with TensorRT or ONNX Runtime for edge and cloud deployments\n\n- Handle data challenges - augmentation, domain adaptation, semi-supervised learning - and mitigate model drift in production\n\nMLOps & Deployment : \n\n- Containerize models and services with Docker; orchestrate with Kubernetes (KServe) or AWS SageMaker Pipelines\n\n- Implement CI/CD for model/version management (MLflow, DVC), automated testing, and performance monitoring (Prometheus + Grafana)\n\n- Manage scalability and cost by leveraging cloud autoscaling on AWS (EC2/EKS), GCP (Vertex AI), or Azure ML (AKS)\n\nCross-Functional Collaboration : \n\n- Define SLAs for latency, accuracy, and throughput alongside product and DevOps teams\n\n- Evangelize best practices in prompt engineering, model governance, data privacy, and interpretability\n\n- Mentor junior engineers on reproducible research, code reviews, and end-to-end AI delivery\n\nRequired Qualifications : \n\nYou must be proficient in at least one tool from each category below : \n\n- LLM Frameworks & Tooling : Hugging Face Transformers, Ollama, vLLM, or LLaMA\n\n- Agent & Retrieval Tools : LangChain or LangGraph; RAG with Pinecone, Weaviate, or Milvus\n\n- Inference Serving : Triton Inference Server; FastAPI or Flask\n\n- Computer Vision Frameworks & Libraries : PyTorch or TensorFlow; OpenCV (cv2) or NVIDIA DeepStream\n\n- Model Optimization : TensorRT; ONNX Runtime; Torch-TensorRT\n\n- MLOps & Versioning : Docker and Kubernetes (KServe, SageMaker); MLflow or DVC\n\n- Monitoring & Observability : Prometheus; Grafana\n\n- Cloud Platforms : AWS (SageMaker, EC2/EKS) or GCP (Vertex AI, AI Platform) or Azure ML (AKS, ML Studio)\n\n- Programming Languages : Python (required); C++ or Go (preferred)\n\n- Bachelor's or Master's in Computer Science, Electrical Engineering, AI/ML, or a related field\n\n- 3 - 5 years of professional experience shipping both generative and vision-based AI models in production\n\n- Strong problem-solving mindset; ability to debug issues like LLM drift, vector index staleness, and model degradation\n\n- Excellent verbal and written communication skills\n\nTypical Domain Challenges You'll Solve : \n\n- LLM Hallucination & Safety : Implement grounding, filtering, and classifier layers to reduce false or unsafe outputs\n\n- Vector DB Scaling : Maintain low-latency, high-throughput similarity search as embeddings grow to millions\n\n- Inference Latency : Balance batch sizing and concurrency to meet real-time SLAs on cloud and edge hardware\n\n- Concept & Data Drift : Automate drift detection and retraining triggers in vision and language pipelines\n\n- Multi-Modal Coordination : Seamlessly orchestrate data flow between vision models and LLM agents in complex workflows\nSkills\nPython, Machine Learning, Generative AI, Computer Vision, LangChain, PyTorch, Tensorflow, AWS, Artificial Intelligence, LLama","description_format":"text","description_chars":4110,"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","IT Consulting & Digital Transformation","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-09-25T13:06:44Z"}],"visa":[],"liveness":{"score":47,"band":"ok","label":"Likely open","p_open":0.85,"p_active":0.732,"p_room":0.75,"age_days":25,"expected_fill_days":30,"reasons":["seen:25","win:late"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/auriga-it-consulting-private-limited-generative-ai-computer-vision-engineer","json_url":"https://alion.io/job/auriga-it-consulting-private-limited-generative-ai-computer-vision-engineer.json","meta":{"generated_at":"2026-10-20T23:25:55Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":27005,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-21T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":3800691},"rest":"https://alion.io/mcp/rest/get_company?id=3800691"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fauriga-it-consulting-private-limited-generative-ai-computer-vision-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fauriga-it-consulting-private-limited-generative-ai-computer-vision-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fauriga-it-consulting-private-limited-generative-ai-computer-vision-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/auriga-it-consulting-private-limited-generative-ai-computer-vision-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fauriga-it-consulting-private-limited-generative-ai-computer-vision-engineer"}]}