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260 Security and Intelligence Services (India) Jobs

Senior ML Engineer

3-6 years

Hyderabad / Secunderabad

1 vacancy

Senior ML Engineer

Security and Intelligence Services (India)

posted 8hr ago

Job Role Insights

Flexible timing

Job Description

About the Role:
Grade Level (for internal use):
03
Senior ML Engineer- Kensho (S&P Acquired)
Who We Are
Kensho is a 120-person AI and machine learning company within S&P Global. We provide ML and AI solutions centered around providing cutting-edge solutions to meet the challenges of some of the largest and most successful businesses and institutions. Our toolkit illuminates insights by helping the world better understand, process, and leverage messy data. Specifically, our solutions largely involve natural language processing (NLP) and include speech recognition (ASR), entity linking, structured document extraction, record linkage, text classification, and more. We are continuously expanding our portfolio and are looking for passionate people to help us build and deploy state-of-the-art models across a variety of domains!
Kensho Link is a machine learning service that allows users to map entities in their datasets with unique ID numbers drawn from S&P Global s world-class company database with precision and speed. Link started as an internal Kensho project to help S&P Global Market Intelligence and CapIQ integrate datasets more quickly into their platform. It uses an AI algorithm trained to return high quality links, even when the data inputs are incomplete or contain errors. Link leverages a variety of NLP and ML techniques such as Levenshtein distance, TF-IDF, and boosted tree models to process and link millions of company entities in a matter of hours.
What You ll Do
  • Provide technical leadership to the machine learning team working on the Kensho Link product
  • Partner with Product manager to develop a future vision for the product
  • Organize team s work by translating product goals into technical once
  • Facilitate day-to-day operations and timely delivery of a product
  • Oversee and lead the work on the core capabilities that the team builds, including scoping and planning of ML projects
  • Actively participate in the ML model lifecycle, from problem framing to training, deployment and monitoring in production
  • Work in a cross-functional team of ML engineers, Product Managers, Designers, Backend & Frontend engineers who are passionate about their product
  • Mentor and lead other ML Scientists and Engineers to help make our team even more awesome!
Who You Are
  • Have 5+ years of significant, hands-on experience designing, building, evaluating, and maintaining robust and scalable production ML systems
  • Experience with scoping and planning of ML projects
  • Exercise strong communication skills and can effectively express even complicated methods and results to a broad, often non-technical audience
  • Excellent understanding of an ML-based product lifecycle
  • Comfortable with modern tools for building ML pipelines, including data processing, training, inference, and evaluation
  • Proficiency in Python
  • Have led initiatives from the ideation stage to implementation
  • [optional] Experience developing search or recommender systems
  • [optional] Experience working with databases and other datastores
Technologies We Use
  • Technologies & Tools We Use:
  • Traditional ML: SKLearn, XGBoost, LightGBM
  • Deep Learning: HuggingFace, PyTorch, Transformers, GNNs, DGL, LangChain
  • Deployment: Airflow, Docker, Kubernetes, Jenkins, AWS
  • EDA/Visualization: Pandas, Matplotlib, Jupyter, Weights & Biases
  • Tools/Toolkits: DVC, NVIDIA NeMo, MosaicML, LabelBox
  • Datastores: Postgres, OpenSearch, SQLite, S3
  • Techniques: RAG, Prompt Engineering, Information Retrieval, Data Embedding

Employment Type: Full Time, Permanent

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What Security and Intelligence Services (India) employees are saying about work life

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50%
46%
46%
93%
Flexible timing
Monday to Saturday
Within city
Day Shift
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Security and Intelligence Services (India) Benefits

Health Insurance
Job Training
Soft Skill Training
Free Transport
Team Outings
Education Assistance +6 more
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