{"id":203555,"url":"https://alion.io/job/ishir-aiml-engineer","title":"AI/ML Engineer","company":{"id":97411,"name":"Ishir","domain":"ishir.com","url":"https://alion.io/company/ishir","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Breezy","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"contractor","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":[],"countries":[],"hiring_countries":["IN"],"hiring_countries_total":1,"salary":null,"salary_estimate":{"min_usd":18500,"max_usd":39000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":8},"experience_years_min":3,"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":"Context Engineering","optional":false},{"name":"Embeddings","optional":false},{"name":"Fine-tuning","optional":false},{"name":"GCP","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Semantic Search","optional":false},{"name":"TensorFlow","optional":false},{"name":"Vertex AI","optional":false},{"name":"AI Agents","optional":true},{"name":"Docker","optional":true},{"name":"Kubernetes","optional":true}],"status":"live","first_seen_at":"2026-08-12T06:27:38Z","employer_posted_date":"2026-08-12","last_verified_at":"2026-10-24T12:06:26Z","board_verified":true,"closed_at":null,"days_open":73,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":73},"description":"Job Title: AI/ML Engineer\nLocation: India (Offshore)\nExperience: 3-6 Years\nRole Type: Remote / Offshore\nAbout the Role\nWe are looking for a hands-on AI/ML Engineer to design, develop, and productionize machine learning and Generative AI solutions for real-world business use cases.\nThe ideal candidate should have strong experience in Python, machine learning, deep learning, LLMs, RAG, and MLOps, along with recent hands-on experience delivering Generative AI solutions in production environments.\nKey Responsibilities\nDesign, develop, train, fine-tune, and evaluate machine learning and LLM-based solutions.\nBuild and maintain end-to-end ML/AI pipelines, covering data ingestion, processing, model development, inference, deployment, and monitoring.\nDevelop and implement Generative AI applications, including LLM-powered solutions and RAG-based systems.\nApply prompt engineering, context engineering, and LLM fine-tuning techniques to improve model performance and reliability.\nDesign and implement solutions using vector databases, embeddings, and retrieval-augmented generation (RAG) architectures.\nCollaborate with Solution Architects, Data Scientists, and engineering teams to translate business requirements into scalable AI/ML solutions.\nOptimize models and AI applications for accuracy, latency, scalability, and cost efficiency.\nImplement model evaluation, guardrails, observability, and monitoring for production AI/ML systems.\nFollow MLOps best practices, including model versioning, CI/CD, deployment automation, and model lifecycle management.\nStay current with emerging developments in Generative AI, LLMs, AI engineering, and machine learning technologies.\nRequired Skills & Experience\n3-6 years of hands-on experience in Machine Learning Engineering or a closely related role.\nStrong proficiency in Python.\nExperience with machine learning and deep learning frameworks such as PyTorch, TensorFlow, and scikit-learn.\nHands-on experience with Generative AI and LLM-based applications.\nExperience with LLM fine-tuning, prompt engineering, and context engineering.\nStrong understanding of RAG architectures, embeddings, vector databases, and semantic search.\nExperience building and deploying production-grade ML/AI pipelines.\nWorking knowledge of MLOps practices, including model versioning and CI/CD for machine learning workloads.\nExperience with at least one major cloud-based ML platform:AWS SageMaker\nAzure Machine Learning\nGoogle Cloud Vertex AI\n\nStrong understanding of model evaluation, performance optimization, and production monitoring.\nAbility to work collaboratively with cross-functional technical teams and translate business requirements into practical AI/ML solutions.\nNice to Have\nExperience working on AI/ML solutions in regulated or highly sensitive domains, such as healthcare or government technology.\nExperience with multi-agent AI systems and orchestration frameworks.\nExperience with LLM evaluation frameworks and AI observability tools.\nFamiliarity with containerization and cloud-native technologies such as Docker and Kubernetes.\nExperience working with APIs, microservices, and scalable AI application architectures.\nWhat We’re Looking For\nStrong hands-on engineering mindset with the ability to take AI/ML solutions from prototype to production.\nPractical experience solving real-world problems using Machine Learning and Generative AI.\nAbility to evaluate different models and approaches based on accuracy, performance, scalability, and cost.\nStrong problem-solving and communication skills.\nAbility to work effectively in a fast-paced, collaborative environment.\nAbout ISHIR\n\nISHIR is a digital innovation and enterprise AI services provider. We work with startups and enterprises to shape the future through accelerated innovation, deep technical expertise, access to global digital talent and a passion for complex problem-solving. With our help, our clients overcome their most difficult digital challenges leveraging AI.\nWe are not just consultants, we are partners in our clients’ success, assisting them with re(gaining) competitive edge by identifying opportunities for differentiation, industry disruption, scalable innovation, and go-to-market strategies that deliver successful outcomes.\nAt ISHIR, we help bold businesses accelerate innovation through Talent, Speed-to-Market, and AI. We help make an impact by solving real problems using innovation, improved customer experiences and the right technologies.\nAs an ISHIR employee, you will get the advanced training you need to be successful, and the opportunity to apply it. You must be passionate about technology, crave responsibility, and be eager to apply your knowledge to real business solutions for our startup and enterprise customers. These are the qualities of a person destined for success at ISHIR.\nISHIR attracts a special type of individual-someone who is proactive, thrives on challenges, feeds off success, and looks at moving targets not as obstacles but as opportunities. ISHIR is an exciting place to work. It is imbued with an entrepreneurial spirit and promotes self-reliance, open communication, and collaboration.","description_format":"text","description_chars":5144,"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":[{"name":"India","iso":"IN","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Outsourcing & Dedicated Teams","Custom Software Development","AI Consulting & Integration"],"lifecycle":[{"event":"open","at":"2026-09-05T01:40:04Z"}],"visa":[],"liveness":{"score":11,"band":"cold","label":"Long shot","p_open":1,"p_active":0.41,"p_room":0.28,"age_days":72,"expected_fill_days":28,"reasons":["conf:2","win:tail","crowd:"],"computed_at":"2026-10-24T06:02:35Z"},"pay":null,"html_url":"https://alion.io/job/ishir-aiml-engineer","json_url":"https://alion.io/job/ishir-aiml-engineer.json","meta":{"generated_at":"2026-10-24T15:40:04Z","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":22531,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-25T00:00:00Z"}},"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":97411},"rest":"https://alion.io/mcp/rest/get_company?id=97411"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fishir-aiml-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%2Fishir-aiml-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%2Fishir-aiml-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/ishir-aiml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fishir-aiml-engineer"}]}