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Data Scientist- Houston, TX

Houston, TX, United States

Job Title: Data Scientist

Location: Houston, TX

Duration: Contract

Rate: DOE

Duties & Responsibilities

Design and train models for use in production environments

Mine structured and unstructured data for patterns

Utilize data from databases, historians, and/or data lakes

Rigorously build, analyze and compare machine learning or statistical models; there is a strong emphasis on programming using the most popular machine learning languages such as Python

Work with application developers to develop data-analytics products that are deployed to end-users as part of packaged solutions

Visualize and report findings of deployed data analytics solutions to provide insights to the organization and our customers

Deploy machine learning models and integrate model predictions in business

Setup infrastructure for machine learning, model deployment

Deploy CI/CD framework to frequently deliver code/features to production

Knowledge, Skills, & Ability

Required: Expertise in predictive modeling, machine learning and statistics

Software development skills in one or more high level languages (Python/Java/R/Scala).

Experience using one or more of the following common Client software packages: scikit-learn, TensorFlow, NumPy, pandas, jupyter

Well-versed in machine learning algorithms and their suitability for solving various problems, such as Regression, Bayesian, Support Vector Machines, Decision Trees, Random Forest, Clustering, Neural Networks

Experience working in Linux is an advantage

Experience with building and deploying data pipelines

Good communication skills

bility to work as a team member in a fast-paced environment

Preferred: Knowledge of DataOps

Experience in using SQL/No SQL database

Experience with Big Data technologies such as Hadoop, Hive, Spark, Cassandr

Knowledge of data versioning tools such as git, DVC

Knowledge of Client environments such as MLflow, databricks

Knowledge of Client deployment tools such as Kubeflow, Kubernetes

Experience with Agile software development processes

Experience with Cloud service offerings from AWS, Azure or GCP

Experience & Education

Required: B.S. or higher in Engineering, Mathematics, Statistics or Computer Science with significant experience in data analytics; overall relative experience should be around 6-8 years range

Preferred: MS degree with 5+ years' relative experience is preferred

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