Senior AI/ML Data Scientist — Production Analytics

Momentum Engineering, Inc; Annapolis (MD); On-site; USD 140,000 - 190,000; Full time

Job summary

Momentum Engineering, Inc. seeks an experienced AI/ML Data Scientist to develop machine learning, data mining, and statistical algorithms to analyze complex datasets.

You will build models and prototype within production frameworks for analyst workflows and collaborate with software and cloud teams to scale analytics across large datasets. The role emphasizes delivering descriptive, predictive, and prescriptive insights, validating models, and guiding a team of data scientists in adopting

Qualifications

• Must have active Top Secret/SCI clearance with NSA Full Scope Polygraph.
• Bachelor's Degree in a quantitative discipline from an accredited college/university.
• Minimum of ten years of experience in two or more of: designing/implementing machine learning, advanced analytical algorithms, advanced statistical analysis, software engineering with data analysis software (R, Python, SAS, MATLAB).
• Experience with Python, Jupyter Notebooks, ElasticSearch/Kibana, SQL database.

Responsibilities

• Produce data visualizations that provide insight into dataset structure and meaning.
• Identify important information in raw data with SMEs and develop scripts to extract it from diverse data formats.
• Oversee the development of analytic efforts and guide scalable analytic solutions for large datasets.
• Lead the transition of prototyped analytics to production systems that scale to large data volumes.
• Collaborate with software engineers and cloud developers to produce production analytics.
• Develop and implement statistical, machine learning, and heuristic techniques for descriptive, predictive, and prescriptive analytics.
• Create feature vectors for ML输入
• Evaluate analytics performance using standard metrics (cross validation, ROC, confusion matrices).
• Guide a team of data scientists to integrate state-of-the-art algorithms into solutions.

Skills

Machine learning

Statistical analysis

Python

Data visualization

Education

Bachelor's Degree in a quantitative field (statistics, mathematics, operations research, engineering or computer science)

Tools

ElasticSearch/Kibana

Jupyter Notebooks

SQL database

MATLAB/SAS/R

Job description

Momentum Engineering, Inc. seeks an experienced AI/ML Data Scientist to develop machine learning, data mining, and statistical algorithms to analyze complex datasets.

You will build models and prototype within production frameworks for analyst workflows and collaborate with software and cloud teams to scale analytics across large datasets. The role emphasizes delivering descriptive, predictive, and prescriptive insights, validating models, and guiding a team of data scientists in adopting