Data Scientist 2/3-FFLL-8910

Onyx Point, Inc. • $78K — $250K *
Hanover, MD 21076In-Person
Aerospace & Defense
8 - 10 years of experience
Today
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Job Overview by Ladders

Qualifications

  • Active TS/SCI clearance with full-scope polygraph (U.S. citizenship required)
  • 10+ years of experience in machine learning and data analysis
  • Proficiency in programming languages such as Java, Python, GoLang
  • Educational background in quantitative disciplines (Bachelor's, Master's, or Doctoral degree considered)
  • Experience with large datasets and developing data processing pipelines
  • Proven ability to produce data visualizations and work with subject matter experts (SMEs)
  • Familiarity with machine learning algorithms and data validation techniques

Responsibilities

  • Characterize and understand entity data
  • Evaluate and determine necessity of data standardization
  • Analyze various AI/ML methods for entity resolution
  • Design and prototype end-to-end solutions
  • Assist in productizing entity resolution outputs
  • Collaborate with software engineers to implement analytics solutions
  • Lead a team of data scientists in developing multiple analytic efforts

Benefits

  • Comprehensive health coverage including medical, dental, and vision insurance
  • Additional insurance options including life, disability, and pet insurance
  • 401(k) retirement plan with company match
  • Generous paid time off including holidays and parental leave
  • Access to wellness programs and mental health support
  • Opportunities for professional development including tuition reimbursement
  • Flexible work arrangements including remote options
  • Bonus opportunities and technology allowances
  • Supportive workplace culture that values diversity and inclusivity
Full Job Description
REQUIRED:

TO BE CONSIDERED FOR THIS POSITION YOU MUST HAVE AN ACTIVE TS/SCI W/ FULL SCOPE POLYGRAPH SECURITY CLEARANCE (U.S. CITIZENSHIP REQUIRED)

We are sourcing a Data Scientist to join the team and spearhead this effort. The Data Scientist will be responsible for:
Characterizing and understanding the entity data
Determining if data standardization or normalization is required
Evaluating various AI/ML approaches to performing entity resolution
Determining the appropriate tools and models to leverage
Designing and prototyping the end-to-end solution
Evaluating the prototype output and performance
Help with the eventual productization of the entity resolution solution

The ideal candidate will have experience with:
Developing software using Java, Python, GoLang or similar languages
Working with and evaluating large data sets
Developing data ingest and processing pipelines
Working with and evaluating embedder/encoder models
Developing feature vectors and working with vector databases such as Qdrant
Working with software development teamsBachelor's degree or higher from an accredited college or university in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering or computer science). A minimum of ten (10) years of experience in two (2) or more of the following: designing/implementing machine learning, data mining, advanced analytical algorithms, advanced statistical analysis, artificial intelligence, or software engineering with data analysis software such as R, Python, SAS, or MATLAB. An additional four (4) years of experience in software development, cloud development, analyzing datasets, or developing descriptive, predictive, and prescriptive analytics can be substituted for a Bachelor's degree.
A Master's Degree from an accredited college or university in a quantitative discipline can be substituted for two (2) years of experience for a total of eight (8) years of experience required. A Doctoral Degree from an accredited college or university in a quantitative discipline can be substituted for four (4) years of experience for a total of six (6) years of experience required.
Produce data visualizations that provide insight into dataset structure and meaning
Work with subject matters experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats (e.g., SQL tables, structured metadata, network logs)
Incorporate SME input into feature vectors suitable for analytic development and testing
Translate customer qualitative analysis process and goals into quantitative formulations that are coded into software prototypes
Develop and implement statistical, machine learning, and heuristic techniques to create descriptive, predictive, and prescriptive analytics
Develop statistical tests to make data-driven recommendations and decisions
Develop experiments to collect data or models to simulate data when required data are unavailable
Develop feature vectors for input into machine learning algorithms
Identify the most appropriate algorithm for a given dataset and tune input and model parameters
Evaluate and validate the performance of analytics using standard techniques and metrics (e.g. cross validation, ROC curves, confusion matrices)
Oversee the development of individual analytic efforts and guide team in analytic development process
Guide analytic development toward solutions that can scale to large datasets
Partner with software engineers and cloud developers to develop production analytics
Develop and train machine learning systems based on statistical analysis of data characteristics to support mission automation
Lead a team of data scientists in the development of multiple analytic efforts
Work with customers and SMEs to define analytic requirements and guide the team in formulating analytics that meet requirements
Guide the transition of prototyped analytics to production system
Understand emerging machine learning and pattern recognition algorithms and guide a team of data scientists in integrating state-of-the-art algorithms into solutions
Delegate analysis responsibilities to one or more team members and monitor performance.

Compensation: We are committed to providing fair and competitive compensation. The salary range for this position is $78,000 to $250,000 per year. This range reflects the compensation offered across the locations where we hire. The exact salary will be determined based on the candidate's work location, specific role, skill set, and level of expertise.

Benefits: We offer a comprehensive benefits package, including:
  • Health Coverage: Medical, dental, and vision insurance
  • Additional Insurance: Basic Life/AD&D, Voluntary Life/AD&D, Short and Long-Term Disability, Accident, Critical Illness, Hospitalization Indemnity, and Pet Insurance
  • Retirement Plan: 401(k) plan with company match
  • Paid Time Off: Generous PTO, paid holidays, parental leave, and more
  • Wellness: Access to wellness programs and mental health support
  • Professional Development: Opportunities for growth, including tuition reimbursement

Additional Perks:
  • Flexible work arrangements, including remote work options
  • Flexible Spending Accounts (FSAs)
  • Employee referral programs
  • Bonus opportunities
  • Technology allowance
  • A diverse, inclusive, and supportive workplace culture

About Onyx Point, Inc.

Onyx Point, Inc. Careers

There has never been a better time to explore the job opportunities at Onyx Point, Inc., a leader in technology and innovation. This company stands out as a beacon of professional growth and diversity, offering a range of positions that cater to skilled individuals eager to advance their careers in a dynamic environment.

Work You’ll Do

Join Onyx Point, Inc.'s esteemed team to assist in pioneering solutions in technology. The company is renowned for its commitment to leadership and innovation, providing services that push the boundaries of technology. Transform your career with Onyx Point, Inc., where the focus on digital innovation and industry expertise is at the heart of the company's mission. Onyx Point, Inc. offers a unique position in the marketplace that combines technology, leadership, and professional development. Engage with a diverse team of experts dedicated to navigating the complexities of technological transformation. Onyx Point, Inc. is home to a thriving culture that promotes career longevity and networking, filled with endless opportunities for advancement.

Introducing Onyx Point, Inc. Professional Growth and Development

Onyx Point, Inc. is building a leading team to drive industry solutions and digital transformation. The company is committed to fostering an environment where innovation and leadership go hand in hand.

Do Innovative Work

Be part of a team that is at the forefront of technology and innovation. Onyx Point, Inc. employs a robust group of professionals dedicated to advancing technology and developing solutions that make a significant impact.

Engage in Meaningful Work

Deliver targeted solutions and contribute to projects that redefine industry standards. Onyx Point, Inc. offers a platform for professionals to leverage their skills and lead transformative projects.

Be Part of a Great Team

Experience the benefits of working within a diverse and inclusive team. Onyx Point, Inc. values diversity training and cultural growth, ensuring that all team members have the opportunity to thrive.

Future-Proof Your Career

With Onyx Point, Inc., the path to professional enhancement is clear. The company supports career advancement through comprehensive training, development programs, and leadership opportunities.

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Discover how Onyx Point, Inc. leads clients towards innovative solutions, enhancing business operations and driving growth in various sectors.

The Onyx Point, Inc. Advantage

With a commitment to innovation and leadership, Onyx Point, Inc. helps professionals and industries adapt to and lead in the digital era. The company brings together a network of skilled professionals focused on technology and problem-solving.

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Industry
Information Technology
* Ladders Estimates

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