Data Scientist

Job Description

An employer is looking for a Data Scientist for a remote opportunity. The selected candidate will: Work with customers to provide NLP Machine Learning (ML) solutions for their specific use cases. Gather customer requirements and develop solutions to meet their needs. Train ML models using customer provided data. Gather and prepare relevant data to use in analytics applications. Integrate multiple ML technologies such as large language models, document embeddings, and link prediction algorithms to develop intelligent digital assistants. Use various types of analytics tools to detect patterns, trends and relationships in data sets. Develop statistical and predictive models to run against the data sets. Maintain server-side Python applications and APIs running on Red Hat Enterprise Linux (RHEL) and built on top of Apache and Flask. Perform server administration tasks such as software patching, SSL implementation, platform upgrades, SSO, etc. Develop data cleansing techniques for the ingestion of a wide variety of data from various sources across the agency. Maintain connections between different systems, troubleshoot issues when systems cannot pass data between each other. Utilize cloud infrastructure, such as AWS, GCP, and Azure, to develop Web / REST based interfaces for ML applications. Maintain and document the processes. Communicate with the management on current status and issues.

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com .

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Skills and Requirements

Eligible for Public Trust Clearance

B.S. in Computer Science, Information Systems, Mathematics, Statistics, Data Science, Software Engineering, or another relevant field.

3+ years of relevant data science experience.

Expertise in all phases of data science, from initial data discovery through data cleansing and model selection, validation and deployment.

Knowledge and understanding of common data warehouse and data lake structures.

Experience with using statistical approaches to solve analytics problems.

Proficiency in popular machine learning frameworks.

Familiarity with common data science and machine learning techniques, such as decision trees, K-nearest neighbors, naive Bayes classifiers, random forests and support vector machines.

Experience with techniques for both qualitative and quantitative analysis.

Familiarity with Machine Learning Based Natural Language Processing techniques.

Must be able to develop in C++, Python, CSS, HTML, and Javascript.

Experience deploying and fine-tuning open-source large language models.

Should also have experience with working on and deploying SQL and graph databases.

Experience with cloud platforms such as AWS, GCP, and / or Azure.

Experience with automation using scripting languages such as Bash.

Experience with common data wrangling tools such as Alteryx.

Familiarity with Linux system administration.

Needs to also be familiar with web technologies such as Apache and Flask.

Prior experience with developing web APIs null

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.