Lead Machine Learning Engineer - Statistical Analysis at Filevine
Job Description
Company Overview
Filevine is the leading legal work platform, empowering legal professionals to streamline and manage their practices with unparalleled efficiency. We are committed to innovation and excellence in the legal tech space, and we pride ourselves on our dynamic and collaborative culture. Filevine embraces a fully remote work environment, fostering a team of talented individuals across the United States. We are dedicated to providing our employees with the resources and flexibility they need to thrive, both professionally and personally. Our remote culture emphasizes open communication, trust, and a strong sense of community.
Position Summary
Filevine is seeking a highly motivated and experienced Lead Machine Learning Engineer - Statistical Analysis to join our growing Data & Analytics team. This is a fully REMOTE position, allowing you to work from anywhere within the United States. As a Lead Machine Learning Engineer, you will be responsible for designing, developing, and deploying advanced statistical models and machine learning algorithms to extract actionable insights from our data. You will lead projects related to predictive modeling, data mining, and statistical analysis, contributing directly to the improvement of Filevine's product and services.
Key Responsibilities
- Lead the development and implementation of statistical models and machine learning algorithms to solve complex business problems.
- Design and execute experiments to test hypotheses and validate model performance.
- Perform data exploration, cleaning, and preprocessing to ensure data quality and integrity.
- Collaborate with cross-functional teams, including product managers, engineers, and data scientists, to define project requirements and deliver impactful solutions.
- Communicate findings and recommendations to stakeholders through clear and concise reports and presentations.
- Mentor and guide junior data scientists and machine learning engineers.
- Stay up-to-date with the latest advancements in machine learning and statistical analysis techniques.
- Contribute to the development of Filevine's machine learning infrastructure and best practices.
Required Qualifications
- Bachelor's or Master's degree in Statistics, Mathematics, Computer Science, or a related field.
- 5+ years of experience in statistical modeling and machine learning.
- Strong understanding of statistical concepts, including hypothesis testing, regression analysis, and time series analysis.
- Proficiency in programming languages such as Python or R.
- Experience with machine learning libraries and frameworks such as scikit-learn, TensorFlow, or PyTorch.
- Experience with data visualization tools such as Tableau or Power BI.
- Excellent communication and collaboration skills.
- Ability to work independently and manage multiple projects simultaneously in a REMOTE environment.
- Proven ability to effectively communicate technical concepts to non-technical audiences in a remote setting.
Technical Requirements
To ensure a seamless remote work experience, the following technical requirements are necessary:
- Dedicated home office space free from distractions.
- Reliable high-speed internet connection (minimum 50 Mbps download/10 Mbps upload).
- Company-provided laptop and necessary software. A home office stipend will be provided to assist with setting up your workspace.
- Ability to work during standard business hours (Mountain Time Zone preferred), with flexibility as needed.
- Proficiency in using remote collaboration tools such as Slack, Zoom, and Google Workspace.
Desired Skills
- Experience with cloud computing platforms such as AWS, Azure, or GCP.
- Experience with big data technologies such as Spark or Hadoop.
- Experience with natural language processing (NLP).
- Familiarity with the legal industry.
- Experience working in an Agile development environment.
- Strong remote teamwork and communication skills.
Compensation & Benefits
The annual salary range for this REMOTE Lead Machine Learning Engineer - Statistical Analysis position is $150,000 - $190,000, depending on experience and qualifications.
Filevine offers a comprehensive benefits package, including:
- Medical, dental, and vision insurance
- Paid time off (PTO) and holidays
- 401(k) with company match
- Remote work stipend for home office setup
- Flexible working hours
- Virtual team building activities and social events
- Opportunities for professional development and growth
- Fully remote work environment - work from anywhere in the USA
- Virtual onboarding process to ensure a smooth transition into our remote team.
- Occasional travel may be required for team meetups (approximately 1-2 times per year).
How to Apply
If you are a talented and passionate Machine Learning Engineer looking for a challenging and rewarding REMOTE opportunity, we encourage you to apply. Please submit your resume and cover letter detailing your relevant experience and skills through our online application portal.
Required Skills
- Research Methods
- Survey Design
- Market Research
- Competitive Analysis
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