Talent.com
AI Platform Engineer / ML Infrastructure Engineer
AI Platform Engineer / ML Infrastructure EngineerAIDEN MEDICAL PRIVATE LIMITED • indore, madhya pradesh, in
No longer accepting applications
AI Platform Engineer / ML Infrastructure Engineer

AI Platform Engineer / ML Infrastructure Engineer

AIDEN MEDICAL PRIVATE LIMITED • indore, madhya pradesh, in
11 hours ago
Job description

US / India Deep-Tech Startup | Chennai & San Jose

(Full-time

  • On-site / Hybrid)

About Us

We are a US / India deep-tech startup based in San Jose, CA and Chennai , building next-generation AI-driven medical intelligence systems .

Our work sits at the intersection of :

  • real-time data systems,
  • safety-critical engineering,
  • applied machine learning, and
  • modern information retrieval (vector search, graph reasoning, RAG).
  • We operate in a domain where reliability, interpretability, and intelligent automation truly matter.

    If you enjoy working on technically challenging problems that have real-world impact, you’ll feel at home here.

    Role Overview

    We are looking for an engineer who can design end-to-end AI and data platforms —from data ingestion to inference—across vector search, graph-based modeling, ML infrastructure, and cloud-native deployment.

    This role blends modern ML Ops, data engineering, knowledge retrieval, and systems design.

    If you are comfortable thinking across multiple layers of the stack and enjoy solving open-ended problems, we’d love to speak with you.

    What You’ll Work OnData & Retrieval Systems

  • Build and optimize pipelines using vector search , embeddings, and metadata-aware retrieval.
  • Experiment with graph / knowledge-based systems (e.g., RDF stores, property graphs, knowledge graphs).
  • Help design hybrid retrieval workflows (vector + graph + rules).
  • ML & Inference Infrastructure

  • Set up and manage ML pipelines , model serving endpoints, and inference layers.
  • Work on streaming / batch data flows across AWS / GCP.
  • Build observability and monitoring for data quality, drift, and safety.
  • Cloud & Infra Automation

  • Deploy cloud resources using AWS + Terraform (EC2, S3, RDS / Neptune, networking, IAM).
  • Manage containerized services (Docker + optional Kubernetes experience).
  • Ensure scalable, secure, and reproducible infrastructure.
  • Systems-Level Problem Solving

  • Work cross-discipline to design architectures that integrate real-time data, ML models, graph semantics, and domain constraints.
  • Bring strong reasoning on system trade-offs, reliability, safety, and performance.
  • What We’re Looking For

    We don’t expect you to know everything — but you should be strong in some of these areas and curious about the rest :

    Core Skills

  • Experience with vector databases (pgvector, Pinecone, Weaviate, Milvus) or strong understanding of semantic search.
  • Experience with graph databases or knowledge representation (Neo4j, Neptune, RDF, SPARQL, property graphs).
  • Solid grounding in Python , data pipelines, and model-serving frameworks.
  • Hands-on experience with AWS services (EC2, S3, IAM, networking).
  • Practical understanding of Terraform or infra-as-code.
  • Bonus Skills (not required but appreciated)

  • Experience building or maintaining RAG pipelines.
  • Understanding of ML observability and safety.
  • Exposure to healthcare or high-reliability systems.
  • Interest in temporal reasoning, anomaly detection, or multimodal data.
  • Who You Are

  • You think like a systems engineer—holistic, curious, rigorous.
  • You enjoy technical depth more than buzzwords.
  • You are comfortable exploring ambiguous problems.
  • You want to work on ML infrastructure that actually matters in the real world.
  • You appreciate startups where engineers have autonomy and ownership.
  • Location

    Chennai preferred, hybrid options available.

    Qualifications & Experience Required Qualifications

    We are looking for engineers with strong foundational experience across data systems, ML infrastructure, or cloud-native platforms. You should have :

  • Solid hands-on experience with Python and at least one ML / DS workflow.
  • Working knowledge of cloud services (AWS preferred; GCP / Azure okay).
  • Experience setting up or maintaining data pipelines (batch or streaming).
  • Exposure to vector search , embeddings, or semantic retrieval systems.
  • Good understanding of databases — SQL, NoSQL, or graph.
  • Experience deploying or managing infra using Terraform or other IaC frameworks.
  • Ability to design and reason about systems (latency, scaling, reliability, security).
  • Strong debugging and problem-solving mindset.
  • Preferred Experience (Good to Have, Not Mandatory)

    These are not hard requirements — but if you have them, we’d love to hear about it :

  • Experience with graph databases (Neo4j, Neptune, RDF, SPARQL, ArangoDB).
  • Familiarity with RAG pipelines , retrieval frameworks, or knowledge graphs.
  • Hands-on with Docker , containerized ML workloads, or microservices.
  • Exposure to ML Ops tools (SageMaker, Vertex, MLFlow, Kubeflow, BentoML).
  • Understanding of vector DBs like Pinecone, Weaviate, Milvus, or pgvector.
  • Knowledge of data modeling , schema design, or graph-based reasoning.
  • Experience building systems that require safety, accuracy, and auditability .
  • Interest in healthcare, IoT, or real-time monitoring systems.
  • Experience Range

    We expect candidates to have a meaningful track record building or deploying technical systems.

    Typically this means 4–10 years of experience , depending on depth and exposure.

    Why Join Us

    You will work on deeply meaningful problems at the frontier of AI, safety, and intelligent automation.

    This is not a typical “ML model training” role — it’s a platform engineering role for someone who likes to architect, design, and build real systems end-to-end.

    Create a job alert for this search

    Ai Ml Engineer • indore, madhya pradesh, in

    Related jobs
    AIML Engineer

    AIML Engineer

    Tata Consultancy Services • indore, madhya pradesh, in
    Competencies (Technical / Behavioral Competency).AI / ML, Azure ML Studio, AI / ML On Databricks, Python & CICD Devops.Supervised and unsupervised ML and Predictive Analytics using Python • Feature gener...Show more
    Last updated: 20 days ago • Promoted
    Generative AI Engineer

    Generative AI Engineer

    Turing • indore, madhya pradesh, in
    Turing is looking for people with LLM experience to join us in solving business problems for our Fortune 500 customers.You will be a key member of the Turing GenAI delivery organization and part of...Show more
    Last updated: 17 days ago • Promoted
    Principal RTL Design Engineer / Co-founder - AI / ML Accelerator

    Principal RTL Design Engineer / Co-founder - AI / ML Accelerator

    Faststream Technologies • Indore, Madhya Pradesh, India
    Job description Lead / Own a world class NPU for Edge AI Inference Develop ultra-low-power machine learning chips for intelligent sensing and autonomous navigation Architect / Work independently an...Show more
    Last updated: 1 day ago • Promoted
    AI Platform Engineer / ML Infrastructure Engineer

    AI Platform Engineer / ML Infrastructure Engineer

    AIDEN MEDICAL PRIVATE LIMITED • Indore, Madhya Pradesh, India
    US / India Deep-Tech Startup | Chennai & San Jose (Full-time • On-site / Hybrid) About Us We are a US / India deep-tech startup based in San Jose, CA and Chennai , building next-generation AI-driv...Show more
    Last updated: 4 hours ago • Promoted • New!
    AI / ML Engineer

    AI / ML Engineer

    Edstem Technologies • indore, madhya pradesh, in
    The ideal candidate will have hands-on expertise across the full ML lifecycle—from data exploration and feature engineering to model training, optimization, and production deployment.You will work ...Show more
    Last updated: 20 days ago • Promoted
    Machine Learning Engineer-Agentic AI

    Machine Learning Engineer-Agentic AI

    Innodata Inc. • indore, madhya pradesh, in
    Design and implement multi-agent systems using LangChain, LangGraph, CrewAI, AutoGen or similar frameworks.Build A2A (agent-to-agent) orchestration and implement MCP (multi-context protocol) for co...Show more
    Last updated: 20 days ago • Promoted
    Machine Learning Engineer - Agentic AI & AIOps

    Machine Learning Engineer - Agentic AI & AIOps

    Platform9 • indore, madhya pradesh, in
    Platform9 is a leader in simplifying enterprise private clouds.Our flagship product, Private Cloud Director, turns existing infrastructure into a full-featured private cloud.Enterprise IT teams can...Show more
    Last updated: 18 days ago • Promoted
    Artificial Intelligence Engineer

    Artificial Intelligence Engineer

    ACL Digital • indore, madhya pradesh, in
    We are Hiring : AI Engineer : Remote Opportunity.Design, develop and deploy scalable.Machine Learning and AI models.Perform data extraction, cleaning, transformation and modeling using.Develop end-to...Show more
    Last updated: 11 hours ago • Promoted • New!
    AI Platform Engineer

    AI Platform Engineer

    Antriksh Cloud Private Limited • indore, madhya pradesh, in
    Antriksh Cloud Private Limited is a leader in sustainable AI infrastructure, specializing in eco-efficient GPU data centers powered by hydroelectric energy. We enable global AI innovation with scala...Show more
    Last updated: 2 days ago • Promoted
    AI / ML Developer

    AI / ML Developer

    Viionn Labs • Indore, Madhya Pradesh, India
    Derive and design use cases from structured and unstructured data.Provide LLM expertise to solve AI problems using state-of-the-art language models and off-the-shelf LLM services such as OpenAI mod...Show more
    Last updated: 20 days ago • Promoted
    AI / ML Engineer

    AI / ML Engineer

    TransPerfect • indore, madhya pradesh, in
    We are seeking a Senior AI / ML Engineer to join our client’s AI team and contribute to the development of cutting-edge intelligent systems. In this role, you’ll be responsible for designing, training...Show more
    Last updated: 30+ days ago • Promoted
    AIML Architect

    AIML Architect

    ValueLabs • indore, madhya pradesh, in
    We at ValueLabs have an Opening for AI / ML Architect role.At least 7+ years of relevant AI / ML experience or previous ML experience with strong engineering competencies and at least 2+ years in Gener...Show more
    Last updated: 4 days ago • Promoted
    AI Engineer

    AI Engineer

    TechKareer • indore, madhya pradesh, in
    Mumbai / Bengaluru / Gurgaon (Hybrid : 3 days / week in office).Remote option for exceptional candidates.We’re building production-grade AI workflows and agentic applications that power real user expe...Show more
    Last updated: 30+ days ago • Promoted
    MLOps Engineer

    MLOps Engineer

    Capgemini • indore, madhya pradesh, in
    Experience in developing MLOps framework cutting ML lifecycle : model development, training, evaluation, deployment, monitoring including Model Governance. Expert in Azure Databricks, Azure ML, Unity...Show more
    Last updated: 18 days ago • Promoted
    Artificial Intelligence Engineer

    Artificial Intelligence Engineer

    Tata Consultancy Services • indore, madhya pradesh, in
    Job Title : Artificial Intelligence Engineer.Required Skillset : Senior Full Stack & AI Engineer (AWS | Node.Location : Delhi / Bangalore / Hyderabad / Pune / Mumbai. We are looking for an experienced.Seni...Show more
    Last updated: 30+ days ago • Promoted
    Platform AI Engineer

    Platform AI Engineer

    Supervity • Indore, Madhya Pradesh, India
    Company Description Supervity is the trusted AI transformation technology partner for over 30 global enterprises and governments. The company is the creator and leader of the “AI Agents-as-a-Service...Show more
    Last updated: 4 hours ago • Promoted • New!
    Backend AI / ML Engineer (with Full Stack Expertise)

    Backend AI / ML Engineer (with Full Stack Expertise)

    TalentLynk • Indore, Madhya Pradesh, India
    Position : Backend AI / ML Engineer (with Full Stack Expertise) Experience : 3–8 Type : Fulltime| Hybrid About the Role This role transcends traditional backend development.We’re seeking a highly sk...Show more
    Last updated: 6 days ago • Promoted
    AI / ML Engineer - Agentic AI

    AI / ML Engineer - Agentic AI

    Intellectt Inc • Indore, Madhya Pradesh, India
    Role : Agentic AI Engineer Location : Hyderabad (Onsite) Our client is hiring an Agentic AI Engineer to design and deploy autonomous AI systems for healthcare-focused enterprise applications.The role...Show more
    Last updated: 4 hours ago • Promoted • New!