Vacancy expired!
software design engineer.
redmond , washington (remote)
posted today
job detailssummary
$75.67 - $80.67 per hour
contract
bachelor degree
category computer and mathematical occupations
reference1035528
job detailsjob summary:Business Understanding and Impact:
Understands problems facing projects and is able to leverage knowledge of data science to be able to uncover important factors that can influence outcomes on specific products.
Data Preparation and Understanding:
Acquires data necessary for successful completion of the project plan.
Proactively detects changes and communicates to senior leads.
Develops useable data sets for modeling purposes.
Contributes to ethics and privacy policies related to collecting and preparing data by providing updates and suggestions around internal best practices. Contributes to data integrity/cleanliness conversations with customers.
location: Redmond, Washingtonjob type: Contractsalary: $75.67 - 80.67 per hourwork hours: 8am to 5pmeducation: Bachelorsresponsibilities:ResponsibilitiesBusiness Understanding and Impact:
Understands problems facing projects and is able to leverage knowledge of data science to be able to uncover important factors that can influence outcomes on specific products.
Data Preparation and Understanding:
Acquires data necessary for successful completion of the project plan.
Proactively detects changes and communicates to senior leads.
Develops useable data sets for modeling purposes.
Contributes to ethics and privacy policies related to collecting and preparing data by providing updates and suggestions around internal best practices. Contributes to data integrity/cleanliness conversations with customers.
Modeling and Statistical Analysis:
Leverages knowledge of machine learning solutions (e.g., classification, regression, clustering, forecasting, NLP, image recognition, etc.) and individual algorithms (e.g., linear and logistic regression, k-means, gradient boosting, autoregressive integrated moving average [ARIMA], recurrent neutral networks [RNN], long short-term memory [LSTM] networks) to identify the best approach to complete objectives.
Understands modeling techniques (e.g., dimensionality reduction, cross-validation, regularization, encoding, assembling, activation functions) and selects the correct approach to prepare data, train and optimize the model, and evaluate the output for statistical and business significance.
Understands the risks of data leakage, the bias/variance tradeoff, methodological limitations, etc.
Writes all necessary scripts in the appropriate language: T-SQL, U-SQL, KQL, Python, R, etc.
Constructs hypotheses, designs controlled experiments, analyzes results using statistical tests, and communicates findings to business stakeholders.
Effectively communicates with diverse audiences on data quality issues and initiatives.
Understands operational considerations of model deployment, such as performance, scalability, monitoring, maintenance, integration into engineering production system, stability.
Develops operational models that run at scale.
Develops a understanding of the Microsoft toolset in artificial intelligence (AI) and machine learning (ML) (e.g., Azure Machine Learning, Azure Cognitive Services, Azure Databricks, Synapse).
Breaks down complex statistics and machine learning topics into manageable topics to explain to customers.
Helps the Solution Architect and provides guidance on model operationalization that is built into the project approach using existing technologies, products and solutions, as well as established patterns and practices.
qualifications:
Experience level: Experienced
Minimum 5 years of experience
Education: Bachelors
skills:
Hadoop
Apache SparkEqual 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.At Randstad Digital, we welcome people of all abilities and want to ensure that our hiring and interview process meets the needs of all applicants. If you require a reasonable accommodation to make your application or interview experience a great one, please contact HRsupport@randstadusa.com.Pay offered to a successful candidate will be based on several factors including the candidate's education, work experience, work location, specific job duties, certifications, etc. In addition, Randstad Digital offers a comprehensive benefits package, including health, an incentive and recognition program, and 401K contribution (all benefits are based on eligibility).
