Aviva

Intermediate Machine Learning Engineer

Aviva$90K — $115K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Data Science, Engineering, or a related field.
  • 2-4 years of experience in machine learning engineering or related roles.
  • Proficiency in Python and data processing libraries (Pandas, NumPy, scikit-learn, XGBoost).
  • Familiarity with AWS and/or Snowflake, as well as Linux-based systems.
  • Basic experience with Jenkins and containerization tools like Docker.
  • Strong SQL skills with knowledge of query optimization.
  • Exposure to ML workflow tools (MLflow, Airflow) is beneficial.

Responsibilities

  • Assist in designing and implementing ML pipelines and services in cloud and on-premise environments.
  • Collaborate with cross-functional teams to define requirements for scalable ML solutions.
  • Support the deployment, monitoring, and optimization of ML models.
  • Apply MLOps practices including CI/CD, model versioning, and retraining workflows.
  • Utilize Snowflake and AWS services for ML model deployment.
  • Develop and maintain on-premise ML workflows.
  • Ensure compliance with data privacy and security standards.
  • Participate in team code reviews and knowledge sharing.

Benefits

  • Compelling rewards package including base compensation and eligibility for an annual bonus.
  • Hybrid flexible work model.
  • Outstanding career development opportunities offered.
  • Support for professional development through educational opportunities.
  • Competitive vacation package with an option to purchase 5 extra days off annually.
  • Employee-driven programs for diversity and inclusion.
  • Corporate wellness programs for physical and mental health support.
  • Employee discount options on home and auto insurance.
Full Job Description
The Opportunity

We are looking for a talented and motivated Intermediate Machine Learning Engineer to join our AI/ML Operations & Platform team. The ideal candidate will have hands-on experience in building and deploying machine learning solutions, with an understanding of cloud technologies and data platforms. You will work closely with ML engineers, data scientists, and product teams to support the development and operationalization of ML models across the organization.

What you'll do:
  • Assist in designing and implementing ML pipelines and services in cloud and on-premise environments.
  • Collaborate with cross-functional teams to gather requirements and contribute to scalable ML solutions.
  • Support model deployment, monitoring, and performance optimization.
  • Apply MLOps practices such as CI/CD, model versioning, and retraining workflows.
  • Work with Snowflake and AWS services to support ML model deployment.
  • Contribute to the development and maintenance of on-premise ML workflows.
  • Ensure adherence to data privacy, security, and compliance standards.
  • Participate in code reviews and knowledge sharing within the team.


What you'll bring:
  • Bachelor's degree in Computer Science, Data Science, Engineering, or a related field.
  • 2-4 years of experience in machine learning engineering or related roles.
  • Proficiency in Python, along with data processing and ML libraries (e.g., Pandas, NumPy, scikit-learn, XGBoost).
  • Familiarity with AWS and/or Snowflake cloud services, as well as Linux-based systems.
  • Basic experience with Jenkins and containerization tools such as Docker.
  • Strong SQL skills, including an understanding of query optimization techniques.
  • Exposure to ML workflow tools (e.g., MLflow, Airflow) and monitoring frameworks is a plus.
  • Strong analytical and problem-solving abilities.


What makes you stand out:
  • Experience with Apache Spark and Snowpark for scalable data processing.
  • Exposure to cloud platforms (e.g., AWS, Snowflake, Azure, GCP).


What you'll get:
  • The salary band for this position ranges from $90,000 to $115,000. Please note that individual salary is determined by factors such as job-related knowledge, skills and experience, as well as internal equity.
  • Compelling rewards package including base compensation, eligibility for annual bonus, retirement savings, share plan, health benefits, personal wellness, and volunteer opportunities.
  • Hybrid flexible work model.
  • Outstanding career development opportunities.
  • We'll support your professional development education.
  • Competitive vacation package with the option to purchase 5 extra days off per year.
  • Employee-driven programs focused on gender, LGBTQ+, origins, diversity, and inclusion.
  • Corporate wellness programs to support our employees' physical and mental health.
  • Employee discount on home and auto insurance (where applicable).


This job advertisement is for an existing vacancy which has been posted both internally & externally.

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About Aviva

Natural health retailer and resource. Aviva promotes a holistic approach to your health and well-being through proper nutrition and a healthy, natural lifestyle. Aviva operates a retail store in Winnipeg, MB Canada and serves customers across Canada and around the world through www.avivahealth.com. Everything for healthy living.

Aviva Careers

Joining Aviva presents a prime opportunity to be part of a team that values leadership, innovation, and diversity in the workplace. Aviva, a leading insurance and financial services company, offers a variety of job opportunities that cater to a range of skills and professional interests, making it an ideal place for career growth and development.

Explore Job Opportunities

Aviva is actively hiring and continuously seeks passionate, creative, and solution-driven team players. Search open positions that match individual skills and interests in areas ranging from finance to technology. Each position at Aviva offers the chance to work with a global team that drives industry-leading solutions.

Experience Professional Growth

Aviva is committed to the professional growth of its employees. The company offers unmatched training, development, and certification support, allowing every team member to reach their full potential. Leadership and diversity training are integral parts of Aviva's commitment to fostering an inclusive environment.

Internship Programs

Start a career at Aviva with an internship that offers real-world experience and networking opportunities. Aviva's internships provide a robust platform for learning and applying practical skills in a dynamic setting, preparing interns for full-time positions within the company.

Benefits and Culture

Aviva is renowned for its employee benefits and positive company culture. The company prioritizes the well-being and satisfaction of its team, offering comprehensive benefits that enhance both personal and professional life. Aviva's culture is built on a foundation of respect for diversity and an ongoing commitment to inclusion.

Innovation and Networking

At Aviva, innovation is at the core of all operations. Employees are encouraged to lead transformation projects and introduce new strategies that drive growth and efficiency. Networking within Aviva provides connections to industry leaders and peers who are equally eager to share insights and collaborate on projects.

Career Advancement

Aviva believes in nurturing talent and providing employees with opportunities for advancement. Whether through promotions, cross-departmental moves, or leadership roles, team members have numerous paths to elevate their careers.

Join the Aviva Team

Interested candidates are encouraged to apply. Prepare a resume, practice for the interview, and explore the exciting employment and career opportunities at Aviva. Personalize job alerts to stay informed about the latest news and positions that align with career preferences and skills.

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Learn more about Aviva
Size
28,596 employees
Industry
NASDAQ

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