Role overview
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The Sr Data Scientist executes statistical and mathematical analyses to support business decision-making. This role supports artificial intelligence/machine learning (AI/ML) in a deployed production environment. They are experts in the field of Data Science. Consequently, the Sr Data Scientist proactively works with cross-functional teams to seek and understand the business/domain context of potential problems that may be solved using ML. They present data science solutions to stakeholders in an iterative fashion. The Sr. Data Scientist works with Associate Data Scientists and Data Scientists in converting a business problem into an ML problem and kickstarting foundational work including data exploration, feature engineering, basic hypothesis testing, and creation of baseline models. They create the model feasibility document in close collaboration with the Data Scientists and Sr Data Scientists. The Sr Data Scientist may have direct reports including Associate Data Scientists and Data Scientists.
This position is remote which means the work can be completed from anywhere in the United States except Hawaii or United States Territories.
Essential Duties And Responsibilities
As a Sr Data Scientist, you will be expected to:
- Work with Associate Data Scientists and Data Scientists in researching data sources, data cleansing, feature engineering, and creating baseline models
- Independently manage multiple data science model development/projects
- Collaborate and engage with various cross-functional stakeholders to ensure close coordination between data science and business stakeholders including the product management team
- Provide full ownership of the model development from inception to implementation including the machine learning pipeline, documentation, model drift, and remodeling strategy
- Mentor the Associate Data Scientists and Data Scientists in data science knowledge and their interactions with other stakeholders
- Coordinate with the ML team, anticipating deployment issues upfront, setting the stage for resource requirements, and ensuring the success of model deployment and retraining
- Take and delegate ownership of critical tickets or issues faced by business stakeholders as assigned by the Lead Data Scientist or Director of Data Science
- Read and independently navigate through extensive codebase with a focus on troubleshooting, debugging, and/or improvement of code
- Contribute to coding standards and coding conventions and proactively participate in enforcing sound coding practices across the data science team
- Create and maintain documentation of the ML models, data sources, and methodology
- Assist in the creation of feasibility documents
- Proactively participate in the core team processes including R&D, recommending, and implementing process improvements or new methodologies
- Share knowledge with other various teams and members by presentation at periodic internal team sessions/workshops
- Guide usage of development methodologies (Scrum, Kanban, etc.) and assist in their implementation in the group projects by deciphering details including features, tasks, estimates of efforts and timing, etc.
What we're looking for
- Must be able to perform the following physical activities for described length of time
OCCASIONALLY: 1% - 33 / FREQUENTLY: 34% - 66% / CONTINUOUSLY: 67% - 100% or NEVER
WALK: OCCASIONALLY
DRIVE: NEVER
SIT: FREQUENTLY
LIFT
1-10 lbs (Sedentary): OCCASIONALLY
11-20 lbs (Light): OCCASIONALLY
21-50 lbs (Medium): NEVER
51-100 lbs (Heavy): NEVER
Over 100 lbs (Very Heavy): NEVER
CARRY
1-10 lbs (Sedentary): OCCASIONALLY
11-20 lbs (Light): OCCASIONALLY
21-50 lbs (Medium): NEVER
51-100 lbs (Heavy): NEVER
Over 100 lbs (Very Heavy): NEVER
PUSH/PULL 1: NEVER
CLIMB/BALANCE 2: NEVER
STOOP/SQUAT: NEVER
KNEEL: NEVER
BEND: NEVER
REACH ABOVE SHOULDER: NEVER
TWIST: OCCASIONALLY
GRASP OBJECTS 3: OCCASIONALLY
MANIPULATE OBJECTS 4: FREQUENTLY
MANUAL DEXTERITY 5: CONTINUOUSLY
1 (Push/Pull: Hand truck, gate, straps, metal ramp, truck door, dolly, boxes, truck gear shift)
2 (Climb/Balance: In/Out Truck/Trailer to cab. On/Off ramp to ground level and side doorsteps and Platform of trailer. Stairs)
3 (Grasp Objects: Hand truck, boxes, cartons, steering wheel)
4 (Manipulate Objects: Boxes, dolly, metal truck ramp, hand truck, paperwork, truck gate, straps)
5 (Manual Dexterity: Typing, use of office machines such as copiers, printers)
Compensation depends on relevant experience and/or education, specific skills, function, geographic location, and other factors as applicable by law (for example: state minimum wage thresholds). The expected base rate for this role is between
$85,000 - $140,000
- EOE – Race/Color/Religion/Sex/Sexual Orientation/Gender Identity/National Origin/Age/Genetic Information/Protected Veteran/Disability Status*