Bank of America

Feature Lead - AI Machine Learning

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Job Description:
Position Summary
Build and implement Machine Learning to automate and transform business processes. This includes helping to define the long-term strategy for the Machine Learning, including scoping use cases and practical examples of ML and AI. Drive transformational change, through ML and AI, within the Operations space. Work with the operations team, the business, technology teams, and technology management to identify and execute against planned demand. Partner with the business group and technology teams to understand business drivers and then design and architect the appropriate technology solutions to satisfy the business drivers. Working with business analysts and engineers to develop new machine learning models. Training and tuning machine learning models and hyperparameters. Researching, evaluating and exploring algorithms. Validating model inputs and outputs. Deploying models to production. Explain AI/ML to non-technical business stakeholders. Design machine learning systems. Research and implement appropriate ML algorithms and tools. Develop machine learning applications according to requirements. Run machine learning tests and experiments. Perform statistical analysis and fine-tuning using test results. Train and retrain systems when necessary. Keep abreast of developments in the field.
Required Skills

  • Bachelor's Degree in Computer Science/related field or equivalent working experience.
  • 7-10+ years of Python development experience.
  • Proven experience as a Machine Learning Engineer or similar role .
  • Ability to write robust code in Python and R.
  • Understanding of data structures, data modeling and software architecture .
  • Deep knowledge of math, probability, statistics and algorithms .
  • Familiarity with machine learning frameworks .
  • Excellent leadership, communication, and presentation skills .
  • Ability to work in a team .
  • Outstanding analytical and problem-solving skills.


Desired Skills

  • Experience with Core Java and J2EE Technologies.
  • Experience with Automated Logistics Management Tool.
  • Data Mining/Data Warehousing/Business Intelligence.


Shift:
1st shift (United States of America)
Hours Per Week:
40

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What are Bank of America Perks + Benefits

Culture
Volunteer in local community
Partners with nonprofits
Open door policy
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Remote work program
Diversity
Documented equal pay policy
Dedicated diversity and inclusion staff
Highly diverse management team
Mandated unconscious bias training
Diversity manifesto
Mean gender pay gap below 10%
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Pet insurance
Wellness programs
Team workouts
Mental health benefits
Financial & Retirement
401(K)
401(K) matching
Company equity
Performance bonus
Charitable contribution matching
Child Care & Parental Leave Benefits
Childcare benefits
Generous parental leave
Family medical leave
Adoption Assistance
Restricted work hours
Return-to-work program post parental leave
Company sponsored family events
Vacation & Time Off Benefits
Generous PTO
Paid volunteer time
Sabbatical
Paid holidays
Paid sick days
Office Perks
Commuter benefits
Company-sponsored outings
Onsite office parking
Recreational clubs
Relocation assistance
Fitness stipend
Home-office stipend for remote employees
Onsite gym
Professional Development Benefits
Job training & conferences
Tuition reimbursement
Lunch and learns
Promote from within
Mentorship program
Continuing education stipend
Continuing education available during work hours
Online course subscriptions available
Customized development tracks
Paid industry certifications

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