Talent.com
This job offer is not available in your country.
Senior Software Development Engineer, ML Operations

Senior Software Development Engineer, ML Operations

Morningstar India Pvt LtdINDIA
30+ days ago
Job description

Job Overview

As a Senior Software Development Engineer, Machine Learning (ML) Operations in the Technology & Engineering division, you will be responsible for enabling PitchBooks Machine Learning teams and practitioners by providing tools that optimize all aspects of the Machine Learning Development Life Cycle (MLDLC). Your work will support projects in a variety of domains, includingGenerative AI (GenAI), Large Language Models (LLMs), Natural Language Processing (NLP), Classification, and Regression.

Team Overview

Your teams goal will be to reduce friction and time-to-business-value for teams building Artificial Intelligence (AI) solutions at PitchBook. You will be essential in helping to build exceptional AI solutions relied upon and used by thousands of PitchBook customers every day. You will work with PitchBook professionals around the world with the collective goal of delighting our customers and growing our business.

While demonstrating a growth mindset, you will be expected to continuously develop your expertise in a way that enhances PitchBooks AI capabilities in a scalable and repeatable manner. You will be able to solve various common challenges faced in the MLDLC while providing technical guidance to less experienced peers.

Outline of Duties and Responsibilities

  • Serve as a force multiplier for development teams by creating golden paths that remove roadblocks and improve ideation and innovation.
  • Collaborate with other engineers, product managers, and internal stakeholders in an Agile environment.
  • Provide mentorship, technical guidance, and perform code reviews for team members.
  • Design and deliver on projects end-to-end with little to no guidance.
  • Provide support to teams building and deploying AI applications by addressing common pain points in the MLDLC.
  • Learn constantlyand be passionate about discovering new tools, technologies, libraries, and frameworks (commercial and open source), that can be leveraged to improve PitchBooks AI capabilities.
  • Support the vision and values of the company through role modeling and encouraging desired behaviors.
  • Participate in various cross-functional company initiatives and projects as requested.
  • Contribute to strategic planning in a way that ensures the team is building exceptional products that bring real business value.
  • Evaluate frameworks, vendors, and tools that can be used to optimize processes and costs with minimal guidance.

Experience, Skills and Qualifications

  • Degree in Computer Science, Information Systems, Machine Learning, or a similar field preferred (or commensurate experience).
  • 5 years of experience in hands-on development of Machine Learning algorithms.
  • 5 years of experience in hands-on deployment of Machine Learning services.
  • 5 years of experience supporting the entire MLDLC, including post-deployment operations such as monitoring and maintenance.
  • 5 years of experience with Amazon Web Services (AWS) and / or Google Cloud Platform (GCP).
  • Experience with at least 80 PERCENT : PyTorch, Tensorflow, LangChain, scikit-learn, Redis, Elasticsearch, Amazon SageMaker, Google Vertex AI, Weights & Biases, FastAPI, Prometheus, Grafana, Apache Kafka, Apache Airflow, MLflow, KubeFlow.
  • Ability to break large, complex problems into well-defined steps, ensuring iterative development and continuous improvement.
  • Experience in cloud-native delivery, with a deep practical understanding of containerization technologies such as Kubernetes and Docker, and the ability to manage these across different regions.
  • Proficiency in Git Ops and creation / management of CI / CD pipelines.
  • Demonstrated experience building and using SQL / NoSQL databases.
  • Demonstrated experience with Python (Java is a plus) and other relevant programming languages and tools.
  • Excellent problem-solving skills with a focus on innovation, efficiency, and scalability in a global context.
  • Strong communication and collaboration skills, with the ability to engage effectively with internal customers across various cultures and regions.
  • Ability to be a team player who can also work independently.
  • Experience working across multiple development teams is a plus.
  • Morningstar is an equal opportunity employer.

    Location

    Navi Mumbai, India

    Morningstars hybrid work environment gives you the opportunity to work remotely and collaborate in-person each week. Weve found that were at our best when were purposely together on a regular basis, at least three days each week. A range of other benefits are also available to enhance flexibility as needs change. No matter where you are, youll have tools and resources to engage meaningfully with your global colleagues.

    Create a job alert for this search

    Senior Software Development Engineer • INDIA

    Related jobs
    Software Development Engineer (AI / ML)

    Software Development Engineer (AI / ML)

    WorkatoINDIA
    Workato transforms technology complexity into business opportunity.As the leader in enterprise orchestration, Workato helps businesses globally streamline operations by connecting data, processes, ...Show moreLast updated: 30+ days ago
    Senior Software Development Engineer

    Senior Software Development Engineer

    AmazonBangalore, Karnataka, India
    AWS Infrastructure Services owns the design planning delivery and operation of all AWS global infrastructure.In other words were the people who keep the cloud running. We support all AWS data center...Show moreLast updated: 24 days ago
    Senior ML engineer

    Senior ML engineer

    Talent WorxHyderabad, TS, IN
    Quick Apply
    Talworx is an emerging recruitment consulting and services firm, we are hiring for our client which is a global financial service leader and provides governments, businesses, and individuals with m...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Software Development Engineer Test

    Senior Software Development Engineer Test

    ACL DigitalPune, Maharashtra, India
    Technical skills and competencies.At least 4 years of hands-on experience in mobile automation script development.Good understanding of various methods for identifying UI elements in both Android a...Show moreLast updated: 12 days ago
    Senior Software Development Engineer

    Senior Software Development Engineer

    ScaleneWorksBengaluru, Karnataka, India
    Quick Apply
    Deep understanding of technologies like C++ and designing.Able to think on broader perspective and guide teams in that direction. Has working experience and advanced and specialized technical / functi...Show moreLast updated: 30+ days ago
    • Promoted
    Senior ML Engineer

    Senior ML Engineer

    TEKsystemsBengaluru, Karnataka, India
    We are looking for an experienced AI / ML Engineer, who can execute projects end to end and take then to production pipeline. The candidate is expected to lead the AI / ML work across multiple projects,...Show moreLast updated: 16 days ago
    • Promoted
    senior software engineer - ai / ml (sde-3)

    senior software engineer - ai / ml (sde-3)

    shoppin'India
    AI - powered visual fashion search engine - if google’s search exhaustiveness and pinterest’s social DNA were to have a baby, it’d be us. DAGZnaBOCTQ / RXLVAkBUSogVR8gWy2gEzA / edit our instagram profil...Show moreLast updated: 1 day ago
    Senior AI / ML Operations Engineer

    Senior AI / ML Operations Engineer

    GSPANNPune, IN
    Description GSPANN is hiring a Senior AI / ML Operations Engineer.The role focuses on building AIOps / MLOps systems and automating ML pipelines. Architect and drive the implementation of scalable Artif...Show moreLast updated: 6 days ago
    • Promoted
    Wells Fargo - Senior Software Engineer - AI / ML

    Wells Fargo - Senior Software Engineer - AI / ML

    Wells FargoBangalore
    About this role : Wells Fargo is seeking a Senior Specialty Software Engineer - AI / ML Engineer,We believe in the power of working together because ...Show moreLast updated: 30+ days ago
    Senior Software Development Engineer, ML Operations

    Senior Software Development Engineer, ML Operations

    MorningstarMumbai
    As a Senior Software Development Engineer, Machine Learning (ML) Operations in the Technology & Engineering division, you will be responsible for enabling PitchBook’s Machine Learning teams and pra...Show moreLast updated: 16 days ago
    Senior Software Engineer (AI / ML)

    Senior Software Engineer (AI / ML)

    NeilsoftPune
    Senior Software Engineer (AI / ML).Study and transform data science prototypes.Designing Machine Learning systems and self-running Artificial Intelligence(AI) software to automate predictive models.R...Show moreLast updated: 17 days ago
    • Promoted
    Senior Software Development Engineer Test

    Senior Software Development Engineer Test

    TookitakiIndia
    Tookitaki is looking for a highly skilled and detail-oriented SDET with 6 years of experience to join our team in Bangalore. This role is critical in ensuring the quality and reliability of our B2B ...Show moreLast updated: 16 days ago
    Software Development Engineer 3 - AI / ML

    Software Development Engineer 3 - AI / ML

    Weekday AIBengaluru, KA, IN
    Quick Apply
    This role is for one of Weekday's clients.As an SDE-3 in AI / ML, you will : .Translate business asks and requirements into technical requirements, solutions, architectures, and implementations.Define ...Show moreLast updated: 30+ days ago
    • Promoted
    Senior ML Engineer

    Senior ML Engineer

    Velodata Global Pvt LtdCochin
    Senior Machine Learning Engineer Contractor AWS ML Pipelines Location : Trivandrum / Kochi (Onsite Preferred) Start ...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Software Engineer -.Net Development

    Senior Software Engineer -.Net Development

    MaimsD TechnologyChennai
    Job Title : Senior Software Engineer -.Net Integration / Team Lead Location : Ahmedabad, Gujarat, Bangalore, Mumbai, Assam, Chennai Experience : 2-12years&...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Software Engineer (Python with ML)

    Senior Software Engineer (Python with ML)

    Securin Inc.Chennai, Tamil Nadu, India
    Securin is a leading product based company backed up by services in the cybersecurity domain, helping hundreds of customers world wide gain resilience against emerging threats.Our products are powe...Show moreLast updated: 13 days ago
    • Promoted
    Senior ML Engineer

    Senior ML Engineer

    RazorpayBengaluru, Karnataka, India
    We are looking for an enthusiastic Machine Learning Engineer to join our growing team.The hire will be responsible for working in collaboration with other data scientists and engineers across the o...Show moreLast updated: 24 days ago
    Senior Software Development Engineer

    Senior Software Development Engineer

    Delta Air LinesBengaluru, India
    Designing, prototyping and demonstrating new features and components of front-end and back-end to users to ensure compliance with requirements. Collaborate with the technical teams, business teams, ...Show moreLast updated: 30+ days ago