Machine Learning Research Scientist

Posted Date 3 days ago(1/24/2023 11:02 AM)
Requisition #
21015
Security Clearance
None
FT/PT/On-Call
Full Time
Portal Location : Location
US-VA-Reston
Minimum Salary
USD $65,520.00/Yr.
Maximum Salary
USD $214,830.00/Yr.

Responsibilities

Noblis is looking for a Machine Learning Research Scientist to join our artificial intelligence and advanced analytics research portfolio. You will be exposed to and help build cutting-edge tools and services that address high-consequence problems using advanced technology like computer vision, natural language processing, and machine learning. Qualified applicants should have a strong machine learning background, excellent coding skills, and a degree in computer science or a related field.

 

 

Job Responsibilities:

  • Collecting, cultivating, and managing large data sets in distributed environments
  • Develop and train deep learning models for machine assisted content generation, pattern recognition and computer vision applications
  • Testing and evaluation of deep learning models

 

Qualifications

Basic Qualifications:

  • Experience - multiple levels can be accommodated, degrees must be in a Technology, Engineering, or Computer Science (or related field)
    • Entry-level: Bachelors Degree + 0 years work experience
    • Mid-level: Bachelors Degree + (2-4) years work experience or Masters Degree + (0-2) years work experience
  • Experience in the areas of machine learning, deep learning, natural language processing, and/or computer vision
  • Intermediate Python programming
  • Understands and follows programming best practices
  • Technical skills developing data science applications using languages/libraries such as TensorFlow, Keras, PyTorch, Pandas, NumPy, Scikit-learn
  • Working knowledge of SQL
  • Hands on experience decomposing complex technology topics into visualizations and terms suitable for a variety of audience expertise levels
  • Comfort developing solutions on Linux systems
  • Complements our existing team, likes solving problems, and is comfortable with ambiguity  
  • Can self-manage, has strong self-organization skills, and is eager to contribute
  • Strives to be an excellent scientist, is eager to explore new technologies, and develop new skills

Desired Qualifications:

  • Experience working with teams across geographic bounds
  • Experience building data systems and creating data pipelines. Including tools like Spark, Hadoop, cloud storage, Hive, and Airflow 
  • Has a broad understanding of natural language processing concepts, tools, and research and has experience with applying them to real-world problems
  • Extensive experience with many of the following approaches: Deep Learning (CNNs, RCNNs, LSTMs), GANs, Autoencoders, Reinforcement Learning, Regression, SVMs, LDA
  • Experience with cloud-based model and/or container deployment technologies (e.g., AWS Sagemaker, Azure, Kubernetes, Docker)
  • Ability and desire to acquire a Top Secret  security clearance

Overview

At Noblis, we recognize your impact, offer you opportunities and choice, and support your total well-being. Our comprehensive benefit offerings may include healthcare, retirement and savings plans, paid time off, disability and life insurance programs, learning and development opportunities, wellness programs as well as other optional benefit elections. Regular full and part time staff are incentive plan eligible.

 

With the continuing impacts of COVID-19 around the world, we are taking action to protect the health and well-being of our colleagues and maintain the safety of the communities where we operate. Noblis seeks an environment free from COVID-19 and prefers all employees to be fully vaccinated for COVID-19.  Attestation of vaccination status will be required for employment with Noblis.  Unvaccinated employees may be subject to additional health and safety requirements to include any federal, state and/or client restrictions.

 

Noblis and our wholly owned subsidiaries, Noblis ESI, and Noblis MSD tackle the nation's toughest problems and apply advanced solutions to our clients' most critical missions. We bring the best of scientific thought, management, and engineering expertise together in an environment of independence and objectivity to deliver enduring impact on federal missions. Noblis works with a wide range of government clients in the defense, intelligence and federal civil sectors. Learn more at Noblis -About Us

 

Why work at a Noblis company?

Our employees find greater meaning in their work and balance the other things in life that matter to them. Our people are our greatest asset. They are exceptionally skilled, knowledgeable, team-oriented, and mission-driven individuals who want to do work that matters and benefits the public. Noblis has won numerous workplace awards. Noblis maintains a drug-free workplace.

 

Noblis is an Equal Opportunity Employer. Employment decisions are made without regard to race (as well as because of or on the basis of traits historically associated with race, including hair texture, hair type, and protective hairstyles such as braids, locks, and twists), color, religion, national origin, gender, sexual orientation, gender identity, age, physical or mental disability, pregnancy, childbirth, lactation and related medical conditions, genetic factors, military/veteran status, or other characteristics protected by law.

 

Noblis is committed to the full inclusion of all qualified individuals. As part of this commitment, Noblis will ensure that persons with disabilities are provided reasonable accommodations. If reasonable accommodation is needed to participate in the job application or interview process, to perform essential job functions, and/or to receive other benefits and privileges of employment, please contact employee-relations@noblis.org.

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