{"id":1230290,"url":"https://alion.io/job/twinpacs-sdn-bhd-aiml-architect","title":"AI/ML Architect","company":{"id":3800702,"name":"TwinPacs","domain":"twinpacs.com","url":"https://alion.io/company/twinpacs-sdn-bhd","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":"staff","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"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":33000,"max_usd":79000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":11},"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon SageMaker","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"ElasticSearch","optional":false},{"name":"FAISS","optional":false},{"name":"GCP","optional":false},{"name":"Hugging Face","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLMOps","optional":false},{"name":"Machine Learning","optional":false},{"name":"NER","optional":false},{"name":"NLP","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Pinecone","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"TensorFlow","optional":false},{"name":"Transformers","optional":false},{"name":"Vertex AI","optional":false}],"status":"live","first_seen_at":"2026-09-19T08:30:21Z","employer_posted_date":null,"last_verified_at":"2026-09-19T08:30:21Z","board_verified":false,"closed_at":null,"days_open":31,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":31},"description":"Job Description :\n\nCustomer Engagement & Solution Architecture :\n\n- Interact with clients and stakeholders to gather business and technical requirements and translate them into scalable AI/ML solutions.\n\n- Architect and design AI/ML systems across AWS, GCP, or Azure with a strong focus on cloud-native and cost-optimized architecture.\n\n- Create detailed system design documents, architecture diagrams, and technical roadmaps.\n\n- Guide the development of Python-based APIs, data preprocessing workflows, and model training pipelines.\n\n- Design and implement robust CI/CD pipelines for ML model deployment using tools like SageMaker, Vertex AI, or Azure ML.\n\n- Define and implement model monitoring, retraining, and performance management strategies for production-grade ML systems.\n\n- Ensure best practices in versioning, reproducibility, model lineage, and auditability (MLOps/LLMOps).\n\nTechnical Leadership & Governance :\n\n- Review and approve system designs, PoCs, and implementation approaches.\n\n- Provide hands-on leadership and mentorship to data scientists, ML engineers, and software developers.\n\n- Lead architectural decision-making, code quality reviews, and sprint grooming sessions.\n\n- Champion best practices in security, compliance, scalability, and performance optimization for AI/ML solutions.\n\nProject Management & Collaboration :\n\n- Own end-to-end technical delivery of AI/ML and GenAI projects across multiple domains (e.g., BFSI, Retail, Healthcare, Manufacturing).\n\n- Coordinate with product owners, business analysts, data engineers, and DevOps teams to ensure seamless delivery.\n\n- Manage stakeholder expectations, project timelines, and resource allocation efficiently.\n\n- 7+ years of overall IT experience in designing, developing, deploying, and operationalizing AI/ML solutions.\n\n- Minimum 3 years of experience in architecting end-to-end AI/ML solutions, including design, implementation, and production deployment.\n\n- Proven experience in GenAI, LLMs, RAG architecture, prompt engineering, and orchestration tools like LangChain, LlamaIndex, etc.\n\n- Hands-on with vector databases (e.g., Pinecone, FAISS, Elasticsearch) and unstructured data retrieval.\n\n- Deep knowledge of Machine Learning and Deep Learning algorithms: CNNs, RNNs, LSTMs, Transformers, etc.\n\n- Experience in Natural Language Processing (NLP), including language modeling, summarization, classification, and NER.\n\n- Strong expertise in Python, with frameworks like PyTorch, TensorFlow, HuggingFace, NumPy, and Pandas.\n\n- Demonstrated experience in designing cloud-native AI/ML solutions on AWS, GCP, or Azure.\n\n- Skilled in deploying models via services like SageMaker, Vertex AI, Azure ML, or using containers and Kubernetes.\n\n- Solid understanding of MLOps/LLMOps lifecycle: pipeline automation, model registry, monitoring, CI/CD.\nSkills\nAI Architecture, Machine Learning, Artificial Intelligence, Python, Generative AI, RAG, Prompt Engineering, LangChain, NLP, Deep Learning","description_format":"text","description_chars":2973,"description_truncated":false,"requirements":{"experience_years_min":7,"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":[],"lifecycle":[{"event":"open","at":"2026-09-25T14:00:00Z"}],"visa":[],"liveness":{"score":35,"band":"fade","label":"Fading","p_open":0.6,"p_active":0.771,"p_room":0.75,"age_days":30,"expected_fill_days":31,"reasons":["seen:30","velocity","win:late"],"computed_at":"2026-10-20T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/twinpacs-sdn-bhd-aiml-architect","json_url":"https://alion.io/job/twinpacs-sdn-bhd-aiml-architect.json","meta":{"generated_at":"2026-10-20T08:30:47Z","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":9245,"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":3800702},"rest":"https://alion.io/mcp/rest/get_company?id=3800702"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ftwinpacs-sdn-bhd-aiml-architect"},{"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%2Ftwinpacs-sdn-bhd-aiml-architect"},{"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%2Ftwinpacs-sdn-bhd-aiml-architect"},{"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/twinpacs-sdn-bhd-aiml-architect\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ftwinpacs-sdn-bhd-aiml-architect"}]}