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Sr. Software Engineer (AI/ML)
Oportun
posted 5mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Lead the implementation of a cutting-edge ML infrastructure, encompassing all facets from model inception to deployment, ensuring adherence to best practices and high overall quality standards.
- Provide exceptional technical leadership, mentoring, and guidance to a team of machine learning engineers, fostering a culture of continuous learning and innovation.
- Take ownership of critical projects and initiatives, providing project leadership, and ensuring successful delivery through effective project management and communication. Engage with stakeholders across the group, understanding their needs and working through the complexity and conflicting goals.
- Collaborate closely with data scientists to translate intricate model requirements into optimized data pipelines, ensuring impeccable data quality, processing, and integration.
- Spearhead the establishment of best practices for model versioning, experiment tracking, and model evaluation to ensure transparency and reproducibility.
- Architect and execute model deployment strategies, harnessing containerization (Docker) and orchestration (Kubernetes) for exceptional scalability and reliability.
- Engineer automated CI/CD pipelines that facilitate seamless model deployment, monitoring, and continuous optimization.
- Define and refine performance benchmarks, and optimize models and infrastructure to achieve peak efficiency, scalability, and robustness.
- Remain at the forefront of industry trends and emerging technologies, expertly integrating the latest advancements into our ML ecosystem.
REQUIREMENTS
- Requires 6+ years of related experience with a Bachelors degree in Computer Science; or a Masters degree with an equivalent combination of education and experience.
- Extensive experience orchestrating the development of end-to-end machine learning infrastructure for intricate and large-scale applications.
- Proven record of transformative leadership, guiding technical teams to achieve remarkable outcomes and innovation.
- Proven track record of delivering sophisticated ML solutions with high quality.
- Exceptional problem-solving and analytical skills, with a passion for tackling complex technical and business problems. challenges.
- Solid understanding of data structures, algorithms, and software design principles.
- Profound mastery of machine learning frameworks such as TensorFlow, PyTorch, or equivalent, coupled with Python programming.
- Deep expertise in containerization (Docker) and orchestration (Kubernetes) for orchestrating complex machine learning applications.
- Thorough comprehension of software engineering principles, version control (Git), and collaborative development workflows.
- Adeptness with cloud platforms (AWS or Azure) and utilization of cloud-native services for crafting robust ML infrastructure.
- Track record of successfully integrating DevOps practices, continuous integration, and continuous deployment (CI/CD) pipelines.
- Excellent communication and interpersonal skills, with the ability to collaborate effectively in a team-oriented environment.
Employment Type: Full Time, Permanent
Functional Areas: Software/Testing/Networking
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People are getting interviews at Oportun through
People are getting interviews through
(based on 6 Oportun interviews)
Job Portal
Referral
Company Website
49%
17%
17%
17% candidates got the interview through other sources.
Moderate
Confidence
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Moderate Confidence means the data is based on a sufficient number of responses received from the candidates
What Software Engineer at Oportun are saying
Rating based on 2 Software Engineer
reviews
Anonymous · Software Development
Likes
Work culture is very good. Learning curve is excellent. Team collaboration is great !
Dislikes
Sudden Layoff. All System and Software access stopped immediately. Seems negligible value for the employees. Reporting manager is of no use.
Read 2 reviewsSoftware Engineer salary at Oportun
reported by
12
employees
with 4-12
years exp.
₹11.7
L/yr - ₹26
L/yr
163%
more
than the average Software Engineer Salary in India
View more details
What Oportun employees are saying about work life
based on 21 employees
Flexible timing
Monday to Friday
No travel
Oportun Benefits
Submitted by Company
Leave Benefits and Home office setup Stipend Attractive Compensation and Benefits Including stock Options Excellent Insurance Benefits Remote Work and Flexible working hours
Submitted by Employees
View more benefits 
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Oportun Chennai Office Location
Chennai, Tamil Nadu Office
Regus Office No. 946, Olympia Technology Park, Citius Block No -1, SIDCO Industrial Estate Guindy Chennai Chennai TN 600032 IN
Chennai, Tamil Nadu
600032
600032
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