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Senior AI/ML engineer

10 years

0 Lacs

chennai tamil nadu india

Posted:2 days ago| Platform: Linkedin logo

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Skills Required

ai ml design software architecture data drive management model metrics latency drift governance scalability personalization kafka mlflow analysis leadership communication storytelling prioritization empathy pytorch engineering storage postgresql mongodb redshift azure openai aws kubernetes analytics powerbi jira confluence github jenkins gitlab cutting technology network

Work Mode

Remote

Job Type

Contractual

Job Description

Experience:

Location:

Notice Period:


About the Role

AI/ML Architect


Core Competencies Required

  • 10–14 years in software architecture, with 5–6 years in AI/ML or data platform roles.
  • 5–6 years in enterprise AI or large-scale data product management, with recent delivery experience.
  • Strong grasp of classical ML, Transformers, embeddings, and GenAI architectures.
  • Hands-on experience with LLMs (GPT, Claude), RAG pipelines, and agentic frameworks (CrewAI, AutoGen, LangChain).
  • Expertise in data modeling, schema design, and managing batch/streaming ingestion pipelines.
  • Ability to interpret and act on model performance metrics (accuracy, latency, drift, ROI).
  • Proven experience balancing performance, governance, and scalability in cloud-native environments.
  • Familiarity with vector databases (FAISS, Chroma), personalization engines, and real-time streaming platforms (Kafka, Flink).
  • Experience with MLOps frameworks (MLflow, DVC) and observability tools (Prometheus, Grafana).
  • Exposure to value realization frameworks and revenue impact analysis for AI products.
  • Strong analytical mindset and ability to simplify complex AI concepts for business stakeholders.
  • Effective cross-functional leadership and stakeholder management.
  • Excellent communication, storytelling, and prioritization skills.
  • Empathy for end users with a focus on trust, explainability, and adoption.
  • Ability to balance technical trade-offs with business outcomes and drive measurable ROI.


Nice-to-Have Tools & Technologies

  • AI/ML:

    Transformers, LLMs (GPT, Claude, Gemma), Hugging Face, PyTorch, TensorFlow

  • GenAI & Retrieval:

    RAG pipelines, prompt engineering, FAISS, Chroma, CrewAI, AutoGen, LangChain

  • Storage & Modeling (any 2):

    PostgreSQL, MongoDB, Cassandra, S3, ADLS, Redshift, BigQuery

  • Cloud Platforms:

    Azure OpenAI, AWS SageMaker

  • Serving & Orchestration:

    KFServing, RedisAI, Kubernetes, Docker

  • Explainability & Observability:

    WhyLabs, Prometheus, Grafana

  • Analytics & ROI:

    PowerBI, Tableau

  • Collaboration:

    Jira, Confluence, GitHub, CI/CD (Jenkins, GitLab CI)


Company Description-

Indsafri believes in the limitless potential of individuals to create and build anything imaginable. They leverage their deep industry experience and cutting-edge technology to help organizations transform for growth. They work with some of the best organizations around the world and have a global network of partners and talents. Indsafri believes that technology is at its best when it makes people smile. This is a place where with passion and intelligence, anything is possible.


sowjanya.dommaraju@indsafri.com

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