Data Scientist, Global Commerce And Information, Windsor Mill, MD
Global Commerce And Information -
Windsor Mill, MD,
US
Data Scientist
Date Posted: 2024-06-01
Job description
Your Success is Our Success. Global CI is an award-winning 30-year IT Services company founded on the principles of providing high-quality, value-added technology consulting services. Our vision is to create a better future by improving the lives of the people we serve through emerging technologies. Join us and together we will advance the future of technology services.
Global CI offers competitive compensation and non-salary benefits to all eligible employees.
Job Description
Key Required Skills:
Experience with AI ethics, frameworks, and technologies Position Description:
Basic Qualifications
t Global Commerce & Information, Inc. we celebrate, support, and are committed to creating a diverse and inclusive environment. We're proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, veteran status, or any other legally protected characteristics.
Global Commerce & Information, Inc maintains a drug-free workplace.
Global CI offers competitive compensation and non-salary benefits to all eligible employees.
Job Description
Key Required Skills:
Experience with AI ethics, frameworks, and technologies Position Description:
- Provide support to the agency is creating a bias mitigation strategy and examine the Agency's race and ethnicity (R/E) data for consistency and completeness.
- ssess each of the identified legacy AI-systems for bias and develop the appropriate mitigation approach.
- Collaborate with the customer to remediate or rebuild the model for compliance.
- Compare the legacy and bias-mitigated models for performance, accuracy, and achievement of business objective.
- Refine and adjust the model until sufficient bias mitigation has been achieved and parity or acceptable performance with the legacy model has been achieved.
- Document findings and methods used, publish code to the repository, and prepare a standard operating procedure for future use cases.
- Present and communicate the intent of AI government policies and Executive Orders.
- Self-starter who can responsibly and independently advance work
- ll other duties as assigned or directed.
Basic Qualifications
- Minimum 8 Year (s) of Data Scientist experience
- Experience with IBM AI Fairness 360 (AIF360) - preference; Machine Learning (Client); Natural Language Processing (NLP); spaCy and NLTK, as well as language models like BERT and RoBERTa, are desired.
- Knowledge of TensorFlow, PyTorch, scikit-learn, NLTK, Azure Client (optional), Amazon Web Services EC2.
- Proven experience analyzing data, including data quality assessment, data governance, and data protection.
- Familiarity with ethical considerations related to AI, such as fairness, transparency, accountability, and bias mitigation.
- Experience with extracting insights from large datasets to determine bias.
- Excellent analytical skills to identify potential risks and propose effective solutions.
- Clear communication skills to convey complex ethical and technical concepts to various partners.
- bility to collaborate with cross-functional teams.
- Providing problem solving skills, proven communication in written and verbal formats to various audiences to include executive leadership.
- Demonstrated an understanding of challenges in building production-worthy AI systems.
- Proactively seeking guidance, clarification and feedback.
- Strong knowledge of modern JavaScript and experience with ES6+ features, such as classes, arrow Demonstrating intimate understanding of privacy, data, and model governance activities including AI risks, oversight mechanisms, documentation, development processes.
- Knowledge of the legal and regulatory landscape surrounding AI, including privacy, ethics, liability, and intellectual property laws.
- Proven experience with the full system development lifecycle.
- Demonstrating an understanding of challenges in building production-worthy AI systems.
- Displaying an ability to manage senior stakeholders and client needs, including: building relationships with clients, approaching client in an organized manner, and delivering clear requests for information, facilitating alignment across multiple stakeholders;
- Displaying ability to research and analyze pertinent to the customer and technical matters.
- Demonstrating ability to contribute to a positive working environment by building relationships with team members;
- Collaborating with teams comprised of technical, data science, and business specialists.
- Collaborating with senior leaders and coordinating roll-out and change management for new processes.
- Master Degree, Advanced Degree in Computer Science, other quantitative discipline.
- Proven experiences in AI ethics, governance, and compliance is a plus.
- Training and/or Certification in AI ethics or related fields is a plus.
- Comprehensive medical, dental, vision, life, and short & long-term disability insurance + health savings account
- Matching 401k retirement plan + IRA's and Roth IRA's
- Generous paid time off and paid holidays
- Employee recruitment/referral bonus
- Paid community service hours
- Tuition reimbursement
- Employee discounts
t Global Commerce & Information, Inc. we celebrate, support, and are committed to creating a diverse and inclusive environment. We're proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, veteran status, or any other legally protected characteristics.
Global Commerce & Information, Inc maintains a drug-free workplace.