DMI (Digital Management, LLC) · nan, Stati Uniti d'America · Hybrid
About the job
About The Opportunity
DMI is seeking a Data Scientist for our Managed Services team.
The Data Scientist will work with cross-functional teams and advanced analytical techniques to leverage data and deliver data-driven solutions within our organization. This work entails problem solving in a variety of domains, including: regression and classification problems; natural language processing tasks; business process optimization; and conducting research and analysis on new technologies and business methodologies.
Duties And Responsibilities
- Collaborate with business stakeholders to understand their challenges and requirements
- Translate business problems into analytical frameworks and identify opportunities to address complex problems
- Identify valuable data sources and use Analytical and Visualization tools to explore data, identify trends and discovery patterns
- Apply statistical analysis and data mining techniques to analyze large and complex datasets
- Enhance data collection process with preprocessing steps, transform raw data and apply cleansing of structured and unstructured data
- Automate data collection processes using pipelines
- Develop and implement models, algorithms, and statistical methodologies to derive actionable insights and make accurate predictions
- Build interactive dashboards and data visualizations applications to present the model results to stakeholders
- Document best practices and quality standards to be adherence during development of data science solutions
- Conduct review and provide feedback on data science work applications
- Monitor and manage production solutions. Optimize and fine-tune models for performance, accuracy, and scalability
- Collaborate with cross functional teams to deploy models into production environments
- Be a team player, proactive, an effective communicator with ability to work independently
Education and Years of Experience:
- Bachelor’s Degree in Computer Science/ Engineering or Data Analytics
- 8+ years of experience in Data Science and Analytical Domains
- Experience with PySpark, ETL Pipelines, AWS Glue, Parsing, and AWS Step Functions
- Understanding of machine-learning and operations research
- Proficiency in Query languages SQL, Hive and scripting languages
- Knowledge of R; familiarity with Scala, Java is an asset
- Strong expertise in Python programming
- Usage of business intelligence tools (e.g. Tableau, Looker) and data frameworks (e.g. Hadoop, Google Cloud Platform, SAP)
- Experience in Kubernetes, GCP, AWS, and cloud-native technologies generally
- Design and Development in Google cloud platform solutions
- Build data ingestion processes using Google cloud ETL tools (Data fusion, Dataflow, Dataproc, Airflow)
- Expertise in Data Management – running queries in databases including Big Query, Hadoop, Oracle, SQL Server
- Usage of Google BigQuery ML and Vertex AI
- Proven experience in building end to end and automating machine learning pipelines
- Working knowledge of containers. For example, experience with Docker or podman
- Comfortable with git; making commits, creating and merging branches, navigating GitHub and GitLab
- Strong command lines skills in Linux environments
- A high tolerance for OpenShift, Confluence, Jira, and other enterprise tools
- Analytical mind and business acumen
- Proficiency in Data wrangling
- Strong math skills (e.g. statistics, algebra)
- Problem-solving aptitude
- Excellent communication and presentation skills
Physical Requirements: No Physical requirement needed for this position .
Location: Remote, US
Working At DMI
DMI is a diverse, prosperous, and rewarding place to work. Being part of the DMI family means we care about your wellbeing. We offer a variety of perks and benefits that help meet various interests and needs, while still having the opportunity to work directly with several of our award-winning, Fortune 1000 clients. The following categories make up your DMI wellbeing:
- Convenience/Concierge - Virtual visits through health insurance, pet insurance, commuter benefits, discount tickets for movies, travel, and many other items to provide convenience.
- Development – Annual performance management, continuing education, and tuition assistance, internal job opportunities along with career enrichment and advancement to help each employee with their professional and personal development.
- Financial – Generous 401k matches both pre-tax and post-tax (ROTH) contributions along with financial wellness education, EAP, Life Insurance and Disability help provide financial stability for each DMI employee.
- Recognition – Great achievements do not go unnoticed by DMI through Annual Awards ceremony, service anniversaries, peer-to-peer acknowledgment, employee referral bonuses.
- Wellness – Healthcare benefits, Wellness programs, Flu Shots, Biometric screenings, and several other wellness options.
***************** No Agencies Please *****************
Applicants selected may be subject to a government security investigation and must meet eligibility requirements for access to classified information. US citizenship may be required for some positions.
Job ID: 2024-26833