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Lead AI Engineer

Aptus Data Labs

5 - 10 years

Bengaluru

Posted: 27/12/2025

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Job Description

Lead AI Engineer


We are seeking a passionate and driven AI engineer with a proven track record of building and deploying cutting- edge AI solutions. As a leader you will be the driving force behind our AI strategy, providing technical guidance, fostering innovation and ensuring the successful delivery of AI projects.


Location - Bangalore


Exp- 5-9 yrs


Responsibilities

  • Drive the AI roadmap in alignment with the companys strategic objectives.
  • Mentor junior AI engineers and data scientists, fostering a culture of continuous learning and innovation.
  • Ensure compliance with ethical AI principles, including bias mitigation, model explain ability, and data privacy.
  • Champion AI governance frameworks to align with internal and external regulatory requirements.
  • Collaborate with business leaders, product managers , and domain experts to identify high-impact AI opportunities.
  • Translate business requirements into technical specifications and deliverable solutions.
  • Architect scalable AI pipelines for production-grade applications.
  • Optimize inference performance, model latency, and compute efficiency across cloud and edge environments.
  • Implement robust model monitoring systems for drift detection, retraining , and feedback loops .
  • Ensure AIOps/MLOps best practices for lifecycle management and versioning.
  • Experience designing end-to-end AI solutions across multiple domains (e.g., computer vision, NLP, forecasting).
  • Hands-on experience with vector databases , RAG architectures , prompt engineering , or agentic workflows (e.g., LangChain or LlamaIndex).
  • Track and report on the business value generated by AI initiatives (ROI, efficiency gains, etc.).
  • Support in building business cases for AI investments.
  • Designing and implementing AI and machine learning models to solve business problems
  • Collaborating with cross-functional teams to understand requirements and deliver tailored AI solutions
  • Conducting research and prototyping new AI algorithms and techniques
  • Developing and maintaining AI models to improve performance and accuracy
  • Analysing and interpreting complex data sets to extract meaningful insights
  • Documenting and presenting technical solutions to both technical and non-technical stakeholders
  • Keeping up to date with the latest advancements in AI and machine learning technologies

Requirements

  • Bachelors or master's degree in computer science or other related fields.
  • Strong technical & analytical skill (Python OR R, SQL, predictive modelling, NLP/AI, Cloud, Generative AI, MLops, AIops etc)
  • Experience with Large Language Models like OpenAI API, ChatGPT, GPT-4, Bard and Langchain, HuggingFace Transformers etc
  • Proven experience in developing and implementing Gen AI algorithms and models
  • Solid background in machine learning, deep learning, and natural language processing
  • Experience with AI frameworks such as TensorFlow, PyTorch, or Keras
  • Proficient in handling and analysing large datasets using SQL or NoSQL databases
  • Strong programming skills in Python.
  • Experience in model deployment & operation using CI/CD and cloud platforms (AWS, Azure,)
  • Strong problem-solving and analytical skills
  • Excellent communication and teamwork abilities
  • Client Interaction
  • Project Handling experience
  • Apache Spark, Databricks, Apache Airflow, Prefect, Kafka, Delta Lake, dbt (data build tool)
  • Worked on tools like MLflow, Kubeflow, BentoML, Seldon, Ray Serve, Amazon SageMaker, Azure ML, Google Vertex AI, Weights & Biases (W&B), Neptune.ai, Arize AI (model monitoring)
  • LangChain , LlamaIndex (for RAG applications), Haystack , Rasa (for chatbots), OpenAI APIs , Anthropic Claude , Mistral, Embedding Models : OpenAI, Cohere, Sentence Transformers, Vector DBs : Pinecone , Weaviate , FAISS , Qdrant


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