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Designation: Staff Engineer – Core Machine Learning
Experience: 5+ years
Location: Bangalore, India
Role Summary
Build and lead a lead a team of machine learning engineers focused on document reading, OCR,
structured and unstructured label understanding, and computer vision. This is not an individual
contributor role. You will work closely with engineering leadership in the US while leading technical
execution, hiring, and platform evolution from India.
Responsibilities:
• Own the client's document reading and label intelligence platform.
• Maintain the existing production stack while modernizing the platform architecture.
• Develop a holistic approach for structured and unstructured label understanding covering OCR,
barcode reading, layout understanding, and downstream information extraction.
• Drive and manage annotation strategy, annotation guidelines, quality processes, and external
annotation contractors.
• Lead development of machine learning models for inventory intelligence including object
detection, damage detection, geometric vision, document understanding, and related perception
models.
• Balance customer requirements, engineering constraints, latency, accuracy, and long-term
maintainability.
• Build reusable platform capabilities instead of customer-specific solutions.
Success at Six Months
• Build and lead a team of high-performing machine learning team.
• Own the clients solution accuracy program from the label reading and document understanding
perspective.
• Deliver a clear platform roadmap jointly with India and US engineering leadership.
• Modernize the existing document reading platform without impacting production stability.
• Deliver measurable improvements in model accuracy, latency, platform maintainability, and
engineering quality.
Perks & Benefits
• Free lunch.
• Opportunity to build cutting-edge computer vision and AI models.
• Medical insurance for you and your family.
• Term life insurance.
• Employee Stock Options (ESOPs).
Job ID: 151278827
Skills:
Tensorflow, Machine Learning, Pytorch, Opencv, Ocr, Python, Computer Vision, Deep Learning, GenAI, LLMs, PIL
Skills:
Pytorch, Python, Agreement analysis, Prompting, Instruction tuning, Semantic parsing, Confidence scoring, Output evaluation, Data annotation or labeling systems, Extraction, Classification, Label quality metrics, Evaluation design and quality measurement, Document understanding tasks, Layout analysis
Skills:
Machine Learning, Apache Airflow, Tensorflow, Pytorch, Docker, Flask, Python, AWS, Apache Spark, Api Development, Deep Learning, Django, Jenkins, Gcp, MLops, FastAPI, Azure, Kubernetes, Computer Vision, Hugging Face Transformers, Ray, Prefect, GitHub Actions, Dask, LangChain, Generative AI, Dagster
Skills:
Sklearn, Pandas, MLops, Numpy, Data Science, ECS, Gcp, Scipy, Nltk, Matplotlib, Machine Learning, AWS, Tensorflow, Kubernetes, Python, Azure, OpenRouter, LLMs, BERT, Cloud Platforms, Hugging Face, PDF processing libraries, Torch, Modal, OCR tools, Spacy
Skills:
Video Codecs, Cuda, Git, Computer Vision, Pytorch, Python, Weights Biases, PEFT, model evaluation frameworks, video processing pipelines, attention mechanisms, GPU-based training, deep learning frameworks, MLflow, CNNs, streaming technologies, inference optimization, LoRA, continuous experimentation infrastructure, Transformers, MLOps tools
