Senior Machine Learning Engineer
56 minutes ago
Title: Senior Machine Learning Engineer
Location: Vaishnavi Signature, Bellandur, Bengaluru( hybrid2 days onsite a week)
Full time
What You Will Achieve and Key Responsibilities
Research, Design, Develop and Deploy AI models and systems
- Lead the research and development of AI models - a varied portfolio ranging from small classifiers to fine-tuning LLM’s for specific use-cases
- Design, implement and deploy AI-based solutions to solve business and product problems
- Develop and implement strategies to track and improve the performance and efficiency of existing and new AI models and systems
- Operationalize efficient dataset creation and management
- Execute best practices for end-to-end data and AI pipelines
- Work closely with the leadership team on research and development efforts to explore cutting-edge technologies.
- Collaborate with cross-functional teams including full-stack engineers, product managers, QA engineers, data annotation experts, SMEs and other stakeholders to ensure successful implementation of AI technologies
Build and Mentor the AI Team
- Work closely with the AI & Engineering Leadership to support hiring of top AI talent
- Uphold our culture of engineering excellence by maintaining high standards in innovation & execution
Why This Matters
Your contributions will be instrumental in advancing Parspec’s AI capabilities, enabling us to build intelligent systems that solve real-world problems in construction technology. By developing scalable AI solutions, you will help digitize an industry while driving innovation through state-of-the-art machine learning techniques.
Who You Are
You are a motivated Machine Learning Engineer with at least 5 years of relevant experience who is passionate about working on innovative projects in a dynamic environment. You thrive on solving challenging problems using advanced AI technologies.
Minimum Qualifications
- Bachelor’s or Master’s degree in Science or Engineering with strong programming, data science, critical thinking, and analytical skills
- 5+ years of experience building in ML and Data science
- Recent demonstrable hand-on experience with LLMs - integrating off-the-shelf LLM’s, fine-tuning smaller models, building RAG pipelines, designing agentic flows, and other optimization techniques with LLMs
- Strong conceptual understanding of foundational models, transformers, and related research
- Strong conceptual understanding of the basics of machine learning and deep learning with expertise in Computer Vision and Natural Language Processing
- Recent demonstrable experience with managing large datasets for AI projects
- Experience with implementing AI projects in Python and working knowledge of associated Python libraries - numpy, scipy, pandas, sklearn, matplotlib, nltk, etc.
- Experience with Hugging Face, Spacy, BERT, Tensorflow, Torch, OpenRouter, Modal, and similar services / frameworks
- Ability to write clean, efficient, and bug-free code.
- Proven ability to lead initiatives from concept to operation while navigating challenges effectively.
- Strong analytical and problem-solving skills
- Excellent communication and interpersonal skills
Preferred Qualifications
- Recent experience with implementing state-of-the-art scalable AI pipelines for extracting data from unstructured / semi-structured sources and converting it into structured information, along with necessary technical infrastructure to support deployment
- Experience with cloud platforms (AWS, GCP, Azure), containerization (Kubernetes, ECS, etc.), and managed services like Bedrock, SageMaker, etc.
- Experience with MLOps practices, e.g. model monitoring, feedback pipelines, CI/CD flows, and governance best-practices
- Experience working with applications hosted on AWS or Django web frameworks.
- Familiarity with databases and web application architecture.
- Experience working with OCR tools or PDF processing libraries.
- Completed academic or online specializations in Machine Learning or Deep Learning.
- Track record of publishing research in top-tier conferences and journals
- Participation in competitive programming (e.g., Kaggle competitions) or contributions to open-source projects.
- Experience working with geographically distributed teams across multiple time zones.
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