Senior Machine Learning Engineer

Company: Fidelity Investments
Location: Salt Lake City
Posted on: September 17, 2023

Job Description:

Job Description:
The Role\u00A0

Are you interested in serving the needs of millions of customers by building the best-in-class digital experience that helps them in financial planning, investing, and retirement solutions? Our teams build and contribute to Fidelity s digital presence. Our chapter comprises teams that work on a wide range of applications and platforms like\u202F, Fidelity Mobile and Investor Centers. We're looking for product-aware engineers who are passionate, inquisitive, and responsible individuals to help us on our mission to deliver the best omni-channel experience to our customers. Our teams build and contribute to Fidelity s digital presence. As\u00A0 Machine Learning Engineer,\u00A0\u00A0

• You ll help build and maintain large scale ML Infrastructure and ML pipelines, contribute to building advanced analytics, dashboards, machine learning platform and tools to enable both prediction and optimization of model development, extend existing ML Platform and frameworks for scaling model training & deployment.\u202F\u00A0
  • You ll help build and scale ML operations using various cloud technologies and collaborating with Data Scientists to robustly scale up ML Models for large volumes in production for real time and batch inference to deliver personalized experiences to our customers.\u00A0\u00A0
  • You ll effectively partner with Applied Data Scientists and lay software foundations upon which models can be built and explore new technology trends and leverage them to simplify our data and ML ecosystem.\u00A0
  • You'll have the opportunity to contribute ideas to improve our products as well as develop your skills, learn new technologies and languages, and continue to learn.\u00A0\u00A0\u00A0
    
    The Expertise and Skills You Bring\u00A0\u00A0
    
    
    • Over 5 years of experience in architecture, design, development, and deployment of multi-tier internet facing web and mobile applications, APIs.\u00A0
    • 5 years of experience in developing ML infrastructure in the Cloud (AWS preferred) for DataOps, MLOps and DevOps including creation of automated CI/CD pipelines for ML models and deploying ML solutions to production.\u00A0
    • 3+ years of experience with building data pipelines in getting the data required to build, train and evaluate ML models, using tools like Apache Spark, Snowflake or other distributed data processing frameworks and CI/CD tools (e.g., Jenkins or equivalent), version control (Git), Artifactory.\u00A0
    • Proven experience in Object Oriented Programming (Java, Python, Scala), functional scripting languages like JavaScript (NodeJs), Unix scripting or related programming languages and exposure to some of Python s ML ecosystem(numpy, pandas, scikit-learn, sklearn, tensorflow, pytorch).\u00A0
    • Solid knowledge of Cloud computing and infrastructure as code (IaS), hands-on experience with developing and deploying and managing applications in the Cloud.\u00A0
      • You have working knowledge with Cloud Technologies such as Docker, Kubernetes, AWS CLI, AWS CloudFormation, and AWS services including EC2, EMR, EKS, S3 and Big Data ML toolkits, such as SparkML and Amazon SageMaker.\u00A0
      • Good understanding of Pip, Flask, Anaconda, or similar tool stack and ability to mentor junior developers on their usage.\u00A0
      • Solid work experience in Agile methodologies such as Kanban and SCRUM.\u00A0
      • Knowledge of applied data science methods, feature engineering and machine learning algorithms, and usage of word embeddings in Natural Language Processing.\u00A0
      • Has Bachelor s or Master s Degree in a technology related field (e.g. Engineering, Computer Science, etc.).\u00A0\u00A0
        
        The Team\u00A0
        
        We believe that diversity in background and experience will foster an inclusive and engaging work environment for our employees. This ultimately enables us to deliver a better product for our customers.\u00A0
        
        Being technically competent is only telling half the story. We believe that delivering the best possible customer experience requires an artful blend of human ingenuity and technology. While we value smart technologists, we are fanatics about our culture that promotes autonomy and leadership at all levels.\u00A0People who are great cultural fits demonstrate curiosity to learn, are unafraid to break things, step up and take the lead, take ownership of their projects, and thrive by sharing knowledge and demonstrating our core pillars:\u00A0
        • Imagine. Innovate. Inspire. Keep it cool: Nurture an inclusive organizational culture, foster positive energy & family spirit, recognize greatness, support each other & enjoy the journey.\u00A0
        • Elevate the floor; Influence the horizontal: Commit to developing leadership at all levels. Help your peers & team get better by raising standards within and around while maintaining a strong focus on building future leaders.\u00A0
        • Tightly aligned; loosely coupled: Establish or enhance partnerships across the organization to ensure alignment towards enterprise standards, tools and reusability while providing direction for teams to operate autonomously.\u00A0
        • Level Up on Craftsmanship: Treat learning as a journey not a destination. Commit to learning and teaching as a part of your life.\u00A0
        • Build the 'Best' Tech together: Promote innovation driven by purpose and practicing autonomy with responsibility.\u00A0
          
          Company Culture\u00A0
          
          At Fidelity, you can find it all here. We reward results-oriented, hardworking individuals with a work environment that cultivates diversity, partnership and collaboration as well as encourages innovative ideas and fresh thinking. We recognize the value that employees individual differences can chip-in to the forward-thinking and strong future of our company.\u00A0
          Please see below for the salary range for work locations in Colorado only:N/A
          
          Please see below for the salary range for work locations in New York City, Westchester County, NY and Jersey City, NJ only:N/A
          
          Please see below for the salary range for work locations in California only:N/A
          
          Please see below for the salary range for work locations in Washington only:N/A
          
          Certifications:
          Company OverviewFidelity Investments is a privately held company with a mission -to strengthen the financial well-being of our clients. -We help people invest and plan for their future. We assist companies and non-profit organizations in delivering benefits to their employees. And we provide institutions and independent advisors with investment and technology solutions to help invest their own clients' money.Join UsAt Fidelity, you'll find endless opportunities to build a meaningful career that positively impacts peoples' lives, including yours. You can take advantage of flexible benefits that support you through every stage of your career, empowering you to thrive at work and at home. Honored with a -, we have been recognized by our employees as a Best Place to Work in 2023. And you don't need a finance background to succeed at Fidelity-we offer a range of opportunities for learning so you can build the career you've always imagined.At Fidelity, our goal is for most people to work flexibly in a way that balances both personal and business needs with time onsite and offsite through what we re calling \u201C\u201D. Most associates will have a hybrid schedule with a requirement to work onsite at a Fidelity work location for at least one week, 5 consecutive days, every four weeks. These requirements are subject to change.We invite you to -Find Your Fidelity -at -.Fidelity Investments is an equal opportunity employer. We believe that the most effective way to attract, develop and retain a diverse workforce is to build an enduring culture of inclusion and belonging.Fidelity will reasonably accommodate applicants with disabilities who need adjustments to participate in the application or interview process. To initiate a request for an accommodation, contact the HR Accommodation Team by sending an email to -, or by calling 800-835-5099, prompt 2, option 3.At Fidelity, we value honesty, integrity, and the safety of our associates and customers within a heavily regulated industry. Certain roles may require candidates to go through a preliminary credit check during the screening process. Candidates who are presented with a Fidelity offer will need to go through a background investigation and may be asked to provide additional documentation as requested. This investigation includes but is not limited to a criminal, civil litigations and regulatory review, employment, education, and credit review (role dependent). These investigations will account for 7 years or more of history, depending on the role. Where permitted by federal or state law, Fidelity will also conduct a pre-employment drug screen, which will review for the following substances: Amphetamines, THC (marijuana), cocaine, opiates, phencyclidine.

Keywords: Fidelity Investments, Salt Lake City , Senior Machine Learning Engineer, Accounting, Auditing , Salt Lake City, Utah