Machine Learning Engineer

Company: Blue Icy Water, LLC
Location: Detroit, Michigan, United States
Type: Full-time
Posted: 31.AUG.2021
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Summary

Role: Machine Learning Engineer Location: Detroit, MI Job Description: Machine Learning Engineer Soothsayer Analytics is seeking Machine...

Description

Role: Machine Learning Engineer

Location: Detroit, MI

Job Description:

Machine Learning Engineer

Soothsayer Analytics is seeking Machine Learning Engineer who has an interest in solving challenging ML/ AI problems in Insurance. Our AI team works on a variety of exciting analytics (ML, AI) projects.

Required Education:

  • PhD in computer science, Physics, Statistics, applied Mathematics, or other quantitative/ Computational discipline or Master's with over 5 year of real time relevant real-time Industry experience as a AI/ML/ Deep Learning is a MUST.

Required experience: At least 5 years industry experience as a Data Scientist is required.

Job Description:

  • Participate in requirements gathering, technical specification, design and development of complex operationalizing machine learning projects.
  • Ability to translate business requirements into plausible technical solutions for articulation to other development team members.
  • Contribute to the architecture design, development of data or machine learning pipelines, and integration into enterprise systems
  • Responsible for Build and configure multi-tenant machine learning environments on-prem, cloud or hybrid
  • Responsible for Build, test and optimize AI/ML models
  • Interact with teams of engineers from multiple disciplines Identifying and defining the scope
  • Defining technical approach, data and algorithms needed
  • Responsible for building out the data product from POC to product
  • Communicate modeling results and its business impact to scientific and business stakeholders
  • Collaborate with other engineers, data scientists and business analysts.

Machine Learning Engineer/ Data Scientist

  • Advanced level Experience in Python and ML
  • Experience with building Machine Learning models and pipelines using tools like Python and Spark in AWS SageMaker.
  • Experience building variety of deep learning methods (autoencoders, embeddings etc.) using Pytorch, Tensorflow.
  • Experience building time series models
  • Proficient in data processing using pandas and pySpark. Ad hoc analysis to describe and understand data sets.
  • Familiarity with MLOps
  • Knowledge of SQL for accessing and processing data
  • Experience with at least one CI/CD tool, e.g. Jenkins, Github actions, or cloud equivalents
  • Experience in hyperparameter tuning, model selection and metrics. Candidate should demonstrate ability to be well organized and perform error analysis to investigate model performance.
  • Experience building visualizations using python.
  • Hands on experience in a range of ML and AI techniques (e.g. supervised and un-supervised machine learning techniques, deep learning)
  • Deep understanding of data manipulation/wrangling techniques

Required Skills/ Skills Matrix:

  • Data Analysis and Modeling using Python/Spark - 5 years = Must
  • Distributed data processing using pyspark - 3 years = Must
  • Deep Learning on structured data - 3 years = Must
  • Computer Vision/NLP - 12 months = Good to have
  • MLOps - 6 months = Must
  • Time Series Analysis and Modeling - 1 year = Must
  • Domain experience in solving ML problems in one or more of Insurance - 3 years = Must
  • AWS SageMaker - 1 year - Must

PLEASE READ THE MINIMUM QUALIFICATIONS BEFORE APPLYING.

Covid-19 update: Work from our office in Detroit, MI, remote work is not allowed.

Blue Icy Water is an IT Consulting and Staffing firm. We specialize in Data Science/ Machine Learning, Big Data, Hadoop, Tableau but also have work in.NET, Java, QA, BA, PM, Oracle, SAP etc. Over the years we have successfully built strong relations placing our consultants. We expertise in the Analytics domain.

Our sister concern Soothsayer Analytics is a Data Science company based out of Livonia, MI, and offices in Columbus, OH, and offshore in Hyderabad India. Advanced Analytics firm focused on Pattern Recognition and Unstructured Data. Our delivery partners include 20+ Data Scientists with a combined 75 Patents and 300+ Publications. Our major clients include DOW Chemicals, Ford, Visteon, D&B, Timken, US steels, Steelcase, Abercrombie, Express, Stanley Steemer, Whirlpool, AEP, NiSource, GEA, etc

Srikanth

Blue Icy Water |

Soothsayer Analytics |

- provided by Dice

 
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