Senior Staff Research Scientist, Decision Sciences
$169.2k - $177.66kFull-time
Publicis Groupe
Role Description
The Senior Staff Research Scientist, Decision Sciences will be responsible for:
- Developing and implementing techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software.
- Identifying high-impact business challenges and defining research opportunities in machine learning, optimization, signal processing, and related areas.
- Developing and presenting research project proposals for senior management review and prioritization.
- Conducting business impact analysis to inform strategic decision-making.
- Establishing and driving an independent research agenda aligned with Epsilon’s organizational objectives.
- Leading the research and development of proposed solutions and validating outcomes.
- Leading cross-functional initiatives and coordinating multi-team collaboration across engineering and analytics departments.
- Collaborating with team members to support ongoing research initiatives.
- Supervising and mentoring interns and junior team members.
- Participating in troubleshooting efforts for technical incidents.
- Participating in recruitment and hiring decisions, including interviewing candidates, to support team growth.
Qualifications
- Ph.D. in Computer Science, Information Technology, Engineering, or a related field.
- One year of experience in the job offered or in any occupation in which the required experience was gained.
Requirements
- Utilize Linear Algebra, Probability & Statistics, Signal Processing, Detection & Estimation, Linear & Non-linear Optimization, Machine Learning, and Deep Learning to establish independent research agenda and lead related research and development efforts.
- Utilize programming languages, including Python, shell-scripting, and data processing libraries, including NumPy, pandas, SciPy, scikit-learn, to perform data analysis, identify business problems, conduct business impact analysis, and lead research and development processes.
- Utilize data visualization libraries, including Matplotlib, Seaborn, to effectively present research proposals and communicate business insights.
- Utilize querying languages including SQL, HiveQL to read/write data from/to proprietary datasets.
- Utilize PyTorch, TensorFlow, Keras to design and recommend deep neural network architectures for predictive modeling.
- Utilize knowledge of Data Structures, Algorithms, and Software Architectures to recommend optimized solutions and ensure high code quality standards.
- Utilize Linux and command line interface to interact with compute servers.
- Utilize distributed computing and big data processing to recommend computationally efficient solutions on compute clusters.
- Utilize Jupyter notebooks to develop prototype solutions and collaborate with other team members.
- Utilize version control systems, including Git, for code reproducibility and maintainability.
- Utilize LaTeX to create research proposals and technical reports, involving documentation of mathematical models.
Benefits
- Flexible time off (FTO), 15 paid holidays.
- Paid sick time.
- Parental/new child leave, childcare & elder care assistance, adoption assistance.
- Comprehensive health coverage, 401(k), tuition assistance, commuter benefits, professional development, employee recognition, charitable donation matching, health coaching, and counseling.
Vacancy posted 7 hours ago
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