27 Data Scientist Jobs in Springfield, VA
Abile Group, Inc. is Hiring a Data Scientist Near Springfield, VA
Abile Group has an exciting and challenging opportunity for a Data Scientist on a 10 year contract providing User Facing and Data Center Services supporting an Intelligence Community customer. All the personnel on the team will work together to support innovative design, engineering, procurement, implementation, operations, sustainment and disposal of user facing and data center information technology (IT) services on multiple networks and security domains, at multiple locations worldwide, to support the IC mission.
The right candidate will possess the below skills and qualifications and be ready to handle all responsibilities independently and professionally.
Responsibilities:- Identifies data sources and automate collection processes
- Performs preprocessing of structured and unstructured data
- Analyzes large, complex data sets to identify trends and patterns
- Builds predictive models and machine learning algorithms
- Combines models through ensemble modeling
- Presents information using data visualization techniques
- Proposes solutions and strategies to address Key Intelligence Questions
- Collaborates with engineering and product development teams
Clearance Required: TS/SCI with eligibility to obtain CI poly
Degree and Years of Experience: Bachelor's Degree in Computer Programming, Science, Engineering or a related technical discipline, or the equivalent combination of education, technical training, or work/military experience
- 5 years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analysts and Bachelor's Degree in Computer Programming, Science, Engineering or a related technical discipline, or the equivalent combination of education, technical training, or work/military experience
- 5 years of experience in a Linux environment
Required Skills:
- Direct experience and demonstrated proficiency with Python programming to build containerized microservices that use message queues such as activemq or rabbitmq.
- Experienced in ML Model performance testing and hyperparameter tuning (Tensorboard, wandb, mlflow)
- Experience training ML models with GPU acceleration in a containerized environment using common AI frameworks such as Tensorflow or Torch.
- Experience with workload managers (SLURM, Argo Workflow, Airflow)
- Strong problem solving and troubleshooting skills
- Strong communication and interpersonal skills
- Must possess excellent time management skills and the drive to work unsupervised
Desired Skills:
- Prior experience working with or within the Intelligence Community or a military intelligence unit
- Understanding of access management and security groups (i.e. IAM, S3 bucket, SSH, VPN, etc.) computer vision related experience with torchvision or tensorflow object detection APIs.
- Additional languages on top of Python preferred (C , Julia, Go, R)
- Familiarity with Cloud Platform AI-ML toolsets (e.g. AWS Sagemaker, GCP Vertex)
- Experience building data pipelines with spark, kafka, or nifi
Abile Group, Inc. was formed in July 2004 to partner with the Intelligence Community and their Contractors in the areas of Enterprise Analytics & Performance Management, IT & Systems Engineering and Program & Project Management. We have significant experience with the Federal Government and are an EDWOSB dedicated to our employees and clients. We are looking for high performing employees who enjoy providing advice and guidance along with solutions development and implementation support, crafted by combining industry best practices with the clients subject matter experience and Abiles breadth of expertise.
EEO Statement:Abile Group, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Anyone requiring reasonable accommodations should email careers@abilegroup.com with requested details. A member of the HR team will respond to your request within 2 business days.
Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.
Job Summary
Full Time
$111k-136k (estimate)
05/03/2024
05/16/2024
abilegroup.com
Annapolis, MD
25 - 50
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The following is the career advancement route for Data Scientist positions, which can be used as a reference in future career path planning. As a Data Scientist, it can be promoted into senior positions as a Data Scientist IV that are expected to handle more key tasks, people in this role will get a higher salary paid than an ordinary Data Scientist. You can explore the career advancement for a Data Scientist below and select your interested title to get hiring information.
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Quotes from people on Data Scientist job description and responsibilities
Data scientists work closely with business stakeholders to understand their goals and determine how data can be used to achieve those goals.
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Data scientists are meant to use their technology and social science skills to develop different trends and manage data wisely.
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A data scientist develops software to structure the raw data.
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Data scientist will need to meet with their business stakeholders early and often to ensure that they are on the same page about the goals and deliverables of the project.
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Data scientists may spend some of their time working on ad hoc data requests, but these types of requests should only take up a small portion of their time.
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Step 2: Knowing the best tips for becoming an Accountant can help you explore the needs of the position and prepare for the job-related knowledge well ahead of time.
Career tips from people on Data Scientist jobs
Analyzing data from multiple angles and searching for trends that could reveal problems or opportunities.
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Data scientists lay a solid foundation to help perform all kinds of analysis.
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Data scientists are also expected to have stronger software engineering skills that data analysts.
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Business analysts are focused on reporting, just like data analysts.
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Step 3: View the best colleges and universities for Data Scientist.
