16 Aug
|
Leading
|
Bengaluru
Lead/Sr 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
Responsibilities
· Drive the AI roadmap in alignment with the companyâs 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 recent 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
Requirements
· Bachelorâs 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