Data Science Consultant
Vancouver
ProCogia
Explore Procogia: Leading in innovative data consultancy, delivering tailored solutions for transformative decision-making and growth. Empower your business today!ProCogia is a data consulting firm headquartered in Vancouver, BC with employees and clients across the United States and Canada. We specialize in Data Operations, Data Engineering, BI & Analytics, Data Science & Bioinformatics across a broad range of industries including Telecom, Pharma, Biotechnology, Retail, Logistics, Technology, Financial Services, Media & non-profit. We are a technology agnostic firm giving us a client first, independent approach towards delivering our Data solutions.
We’re a diverse, close-knit team with a common pursuit of providing top-class, end-to-end data solutions for our clients. In return for your talent and technical expertise, you will be rewarded with a competitive salary, generous benefits along with ample opportunity for personal development. ‘Growth mindset’ is something we seek in all our new hires and has helped drive much of our recent growth across North America. Our distinct approach is to push the limits and value derived from data. Working within ProCogia’s thriving environment will allow you to unleash your full career potential.
ProCogia has experienced considerable growth over the last two years & core to our culture is maintaining a high-level of female representation throughout the company. Our diversity, and differences allow us to create innovative and effective data solutions for our clients.
Our Mission
We enable our customers to make intelligent and agile decisions through strategically tailored data solutions. We attract, develop and retain diverse, motivated and collaborative team players who love what they do.
Our Values
TRUST We build trust in all of our relationships, internally and externally
GROWTH We believe in life-long learning; both personally and professionally
INNOVATION Our technology-agnostic & innovative approach enables cutting-edge data solutions
EXCELLENCE We are committed to delivering excellence in everything we do
Job Description
The Data Science Consultant has the following responsibilities and duties:
- Build and optimize machine learning predictive models
- Perform data mining using latest practices
- Enhance data collection to include needed information for modelling
- Perform ad-hoc data analysis and present findings in clear manner
- Create automated model scoring systems for self-sufficient modelling updates
- Provide recommendations as needed to data engineering team
Requirements
The Data Science Consultant should have the following skills, education and experience:
Skills
Required:
- Excellent understanding of machine learning techniques and algorithms
- Proficient with Python programming
- Proficient with SQL programming
- Familiar with AWS cloud storage and tools (S3, Lambda, CloudWatch, RDS, etc.)
- Proficient with AWS Sagemaker
- Proficient with data wrangling methodologies
- Experience with data visualization tools such as Tableau, PowerBI, ggplot, plotly, etc.
- Familiar with ML model drift and scoring systems
- Expert with feature engineering and model refinement
- Familiar with A/B testing and other statistical methods
- Excellent communication skills
Preferred:
- Expert with AWS Sagemaker, CloudWatch, RDS, and other tools/technologies
- Expert building end to end self sufficient models in cloud platform
- Expert with model monitoring techniques and scoring
- Proficient with various statistical methods including A/B testing
- Familiar building APIs for modelling endpoints
- AWS Machine Learning Specialty certification a plus
Education
Required:
- Bachelors in a quantitative field such as statistics, mathematics, computer science, computer engineering or other related disciplines
Preferred:
- Masters or PhD in a quantitative field such as statistics, mathematics, computer science, computer engineering or other related disciplines
Experience
- An experienced professional will have at least 3 years of professional experience in a data related role with a Masters Degree or 5 years of experience in a data related role with a Bachelors degree
Location: Anywhere in Canada
ProCogia is proud to be an equal opportunity employer. We are committed to creating a diverse and inclusive workspace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: A/B testing Agile APIs AWS Computer Science Consulting Consulting firm Data analysis Data Mining Data visualization Engineering Feature engineering Lambda Machine Learning Mathematics PhD Plotly Power BI Python SageMaker SQL Statistics Tableau Testing
Perks/benefits: Career development Competitive pay Startup environment
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