Lead Machine Learning Consultant

  • location: Addison, TX
  • type: Contract
  • salary: $60 - $68 per hour

job description

Lead Machine Learning Consultant

job summary:
Lead Consultant: Machine Learning (ML) and Natural Language Processing (NLP), Text Analytics, OCR

Position Summary

? Create Advanced OCR and Cognitive Data Extraction capability as well as its execution.

? Responsible for Cognitive extraction, technology delivery and operating model setup

? Develop innovative solutions in areas such as machine learning, computational linguistics, Natural

Language Processing (NLP), advanced and semantic information search, extraction, induction,

classification and exploration.

? Develop & maintain ML & NLP Pipeline for Document Data Extraction

? Create products that provide a great user experience along with high performance, security, quality,

and stability.

Required Skills

? 6+ years of professional experience as a data scientist or related roles

? Knowledge of Text Analytics with a strong understanding of ML & NLP algorithms and models

(GLMs, SVM, PCA, NB, Clustering, DTs) and their underlying computational and probabilistic

statistics.

? At least 3 years programming experience in software development and Agile process

? At least 3 years programming experience in one or more of the following: Python, R, Scala.

Preferably in Python and Jupyter/IPython Notebook.

? Experience in setting up supervised & unsupervised learning ML/NLP models including data

cleaning, data analytics, feature creation, model selection & ensemble methods, performance

metrics & visualization

? At least 3 years experience in ML/NLP development pipelines of large data sets, both structured &

unstructured

? At least 3 years experience building Machine Learning & NLP solutions over open source platforms

such as SciKit-Learn, Tensorflow, SparkML, Torch, Caffe, H2O

? Excellent knowledge and demonstrable experience in using open source NLP packages such as NLTK,

Word2Vec, SpaCy, Gensim, Standford CoreNLP.

? At least 3 years experience in designing and developing enterprise-scale NLP solutions in one or

more of: Named Entity Recognition, Document Classification, Document Summarization, Topic

Modelling, Dialog Systems, Sentiment Analysis, OCR text processing

? Knowledge and hands-on experience in following products - Google Tesseract, Nuance OCR, ABBYY

OCR, OCR or other OCR engines

? Experience in implementing Machine Learning Models preferably in Python

? Knowledge of Content Management solutions & Text Analytics

? Experience in setting up Supervised leaning and Deep learning operating models

NON-TECHNICAL SKILLS

? Collaborating with a diverse set of partners and stakeholders from various Line of Business.

? Highly motivated, proactive and a self-starter; strong sense of ownership & ability to create and

execute plans without daily oversight

? Critical thinker; ability to analyze problems and identify issues and provide solutions

? Ability to navigate the enterprise & data assets across multiple functions

? Highly organized. Effectively prioritizes and balances multiple efforts in a fast-paced environment

? Excellent communication and Presentation skills

? Analytical abilities & great problem solving

? Client focused

? Team building

 
location: Addison, Texas
job type: Contract
salary: $60 - 68 per hour
work hours: 8am to 5pm
education: No Degree Required
 
responsibilities:
Lead Consultant: Machine Learning (ML) and Natural Language Processing (NLP), Text Analytics, OCR

Position Summary

? Create Advanced OCR and Cognitive Data Extraction capability as well as its execution.

? Responsible for Cognitive extraction, technology delivery and operating model setup

? Develop innovative solutions in areas such as machine learning, computational linguistics, Natural

Language Processing (NLP), advanced and semantic information search, extraction, induction,

classification and exploration.

? Develop & maintain ML & NLP Pipeline for Document Data Extraction

? Create products that provide a great user experience along with high performance, security, quality,

and stability.

Required Skills

? 6+ years of professional experience as a data scientist or related roles

? Knowledge of Text Analytics with a strong understanding of ML & NLP algorithms and models

(GLMs, SVM, PCA, NB, Clustering, DTs) and their underlying computational and probabilistic

statistics.

? At least 3 years programming experience in software development and Agile process

? At least 3 years programming experience in one or more of the following: Python, R, Scala.

Preferably in Python and Jupyter/IPython Notebook.

? Experience in setting up supervised & unsupervised learning ML/NLP models including data

cleaning, data analytics, feature creation, model selection & ensemble methods, performance

metrics & visualization

? At least 3 years experience in ML/NLP development pipelines of large data sets, both structured &

unstructured

? At least 3 years experience building Machine Learning & NLP solutions over open source platforms

such as SciKit-Learn, Tensorflow, SparkML, Torch, Caffe, H2O

? Excellent knowledge and demonstrable experience in using open source NLP packages such as NLTK,

Word2Vec, SpaCy, Gensim, Standford CoreNLP.

? At least 3 years experience in designing and developing enterprise-scale NLP solutions in one or

more of: Named Entity Recognition, Document Classification, Document Summarization, Topic

Modelling, Dialog Systems, Sentiment Analysis, OCR text processing

? Knowledge and hands-on experience in following products - Google Tesseract, Nuance OCR, ABBYY

OCR, OCR or other OCR engines

? Experience in implementing Machine Learning Models preferably in Python

? Knowledge of Content Management solutions & Text Analytics

? Experience in setting up Supervised leaning and Deep learning operating models

NON-TECHNICAL SKILLS

? Collaborating with a diverse set of partners and stakeholders from various Line of Business.

? Highly motivated, proactive and a self-starter; strong sense of ownership & ability to create and

execute plans without daily oversight

? Critical thinker; ability to analyze problems and identify issues and provide solutions

? Ability to navigate the enterprise & data assets across multiple functions

? Highly organized. Effectively prioritizes and balances multiple efforts in a fast-paced environment

? Excellent communication and Presentation skills

? Analytical abilities & great problem solving

? Client focused

? Team building

 
qualifications:
  • Experience level: Experienced
  • Minimum 4 years of experience
  • Education: No Degree Required
 
skills:
  • machine learning

Equal Opportunity Employer: Race, Color, Religion, Sex, Sexual Orientation, Gender Identity, National Origin, Age, Genetic Information, Disability, Protected Veteran Status, or any other legally protected group status.

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