| Black Knight is the premier provider of integrated technology, services, data and analytics that lenders and servicers look to first to help successfully manage the entire loan life cycle. Our deep understanding of regulatory and compliance issues complements the knowledge, technology and solutions we offer to help our clients achieve their business goals. Black Knight offers leading software systems; data and analytics offerings; and information solutions that facilitate and automate many of the business processes across the mortgage life cycle. PRIMARY LOCATION: Jacksonville, FL ALTERNATIVE LOCATION: Irvine, CA or role is eligible for remote within the United States. JOB FAMILY DESCRIPTION The Data Scientist III will be working on data science applications that utilize a Big Data Platform (Spark) to provide an industrial strength, cutting-edge virtua l analytics lab where clients can source data, execute queries, create advanced analytics and machine-learning models in real time. Responsible for using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing analytic and machine learning models, using/creating algorithms and creating/running simulations. Use a flexible, analytical approach to design, develop, and evaluate predictive models and advanced algorithms that lead to optimal value extraction from the data. Drives business results with data-based insights and discovers solutions hidden in large data sets improve business outcomes. GENERAL DUTIES & RESPONSIBILITIES - Develops analytics and machine learning models applications utilizing languages such Java, Python or others.
- Works with deep learning frameworks and Apache Spark.
- Assesses the effectiveness and accuracy of new data sources and data gathering techniques.
- Develops custom data models and algorithms to apply to data sets.
- Develops a testing framework and test model quality.
- Coordinates with different functional teams to implement models and monitor outcomes.
- Develops processes and tools to monitor and analyze model performance and data accuracy.
- Performs other related duties as required.
EDUCATIONAL GUIDELINES
Bachelor’s degree in Mathematics, Finance or the equivalent combination of education, training, or work experience. Master’s degree or PHD in Statistics, Mathematics, Computer Science or another quantitative field is strongly preferred. GENERAL KNOWLEDGE, SKILLS & ABILITIES - Solid experience in large data analysis using Apache Spark
- Experience in machine learning, and deep learning relevant frameworks such as such as MLLib, PyTorch, Keras, Tensorflow, Scikit-learn, Pandas, SageMaker, MatplotLib
- Solid understanding of Microservices architecture and deployments desired
- Experience with AWS or other cloud-based tools and technologies for data pipelining, model development and deployment Data cleansing and preparation techniques for analytics and machine learning desired
- Experience using computer languages (Java, Python, SQL, etc.) to manipulate data and draw insights from large data sets
- Experience working with and creating data architectures
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
- Experience manipulating data sets and building statistical and machine learning models
- Experience creating and using advanced machine learning algorithms
- Experience with additional distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, MySQL, etc. a plus
- Experience visualizing/presenting data for stakeholders using: Tableau, PowerBI or other similar tools a plus
- Strong problem solving skills with an emphasis on product development
- Excellent written and verbal communication skills for coordinating across teams
JOB FAMILY LEVEL Advanced professional level role. Works with financial models of significant complexity using advanced mathematical, analytical or econometric tools. Defines and discerns key aspects of problems that require intricate analysis and research, and develops highly complex solutions within a broad technical and business context. Defines and discerns key aspects of problems that require analysis and research, and develops a solution within a broad technical and business context of significant impact across multiple business units. Works on varied, complex projects that require in-depth skill in multiple technical environments and multiple business units. Works on multiple concurrent projects as a project team member or frequently as a project lead. May coach and/or mentor more junior technical staff. Typically requires eight (8) or more years of related work experience in developing mathematical formulas, algorithms and computer pro grams to create complex models of market trends and risks. Black Knight is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, disability, age, and protected veteran or military family status. Our employees’ diversity is our strength, and when we embrace our differences, it makes us better and brighter. Black Knight’s commitment to inclusion is at the core of who we are, and motivates us in how we do business each and every day. |
