Full-stack Data + ML Engineer

3 days ago

Goregaon, Maharashtra, India Sashr Consultants Full time ₹ 15,00,000 - ₹ 25,00,000 per year

We are looking for a Full-stack Data + ML Engineer (Mid-Level) to join our Data & ML Team. The ideal candidate will bring strong experience in building data pipelines, managing data infrastructure, and deploying ML models into production. This is a hands-on, high-impact role that blends data engineering and machine learning to drive actionable intelligence across the business.

Role & responsibilities:

Data Engineering (50%)

  • Design and build robust ELT/ETL pipelines from app, events, and 3rd-party data sources (batch & streaming).
  • Create well-modeled data layers (staging/marts) with testing, documentation, and version control (e.g., dbt).
  • Operate and optimize data warehouses/lakes, ensuring data lineage, quality checks, and secure access (PII compliance).
  • Contribute to observability, cost tracking, and on-call support for data pipelines.

ML/AI (50%)

  • Frame business problems, prepare datasets, and train/evaluate ML models for production use.
  • Build and maintain inference services/APIs (e.g., FastAPI, Triton, KServe) with defined latency and cost targets.
  • Implement LLM pipelines (RAG), manage retrieval evaluation, prompt optimization, and safety guardrails.
  • Work on classic ML use cases such as risk scoring, recommendation, churn, uplift modeling, and A/B testing.
  • Monitor model drift, data integrity, and performance; maintain detailed runbooks and documentation.

Preferred candidate profile

  • 4 - 6 years delivering production data systems and ML features.
  • Strong SQL + Python; hands-on with dbt and an orchestrator (Airflow/Prefect/Dagster).
  • Experience with a cloud DW (Snowflake/BigQuery/Redshift) and lake formats (Parquet/Delta/Iceberg).
  • ML toolchain: PyTorch/TF, scikit-learn, experiment tracking (MLflow/W&B).
  • Model serving know-how; comfort with Docker, CI/CD, and basic Kubernetes concepts.
  • Clear communication, documentation habits, and pragmatic trade-offs.

Nice to have

  • Streaming (Kafka/Flink/Spark Structured Streaming) or CDC (Debezium).
  • Feature stores (Feast) and vector DBs (pgvector/FAISS/Weaviate) for LLM/RAG.
  • Fintech exposure: lending/underwriting, bureau/alt-data ingestion, model risk controls, data retention & compliance.

  • Full Stack Developer

    1 week ago

    Goregaon, Maharashtra, India KANALYTICS Full time ₹ 8,00,000 - ₹ 12,00,000 per year

    Note - Looking for Full Stack Developer with Language Skill set mainly focusing on Laravel, React JS, who has worked for 3+ years on the same.Job Location: MumbaiBasic KRA's Participating in the design and creation of scalable software Writing clean, functional code on the front- and back-end Testing and fixing bugs or other coding issuesJob briefWe...

  • Product Manager

    3 days ago

    Goregaon, Maharashtra, India AAYUSH WELLNESS LIMITED Full time ₹ 7,20,000 - ₹ 10,80,000 per year

    We're on the hunt for ahigh-impact Product Managerwho's ready to take ownership of theentire product lifecyclefrom concept to launch, and everything in between. This role goes beyond the basics. We're looking for ascrappy, tech-savvy PMwho's passionate aboutAI, automation, and new-age technology, and who knows how to move fast, build lean, and ship...

  • Data Analytics

    1 week ago

    Goregaon, Maharashtra, India Kotak Mahindra Bank Full time ₹ 5,00,000 - ₹ 12,00,000 per year

    Responsible for transforming complex data into actionable insights that drive strategic decisions, enhance product performance, and support portfolio analysis. This role involves close collaboration with investment, alliance, product, and data engineering teamEnsure timely & accurate reporting of all business and product MIS.Reporting PipelinesDesign,...

  • Engineering Manager

    6 days ago

    Goregaon, Maharashtra, India BrowserStack Full time ₹ 15,00,000 - ₹ 20,00,000 per year

    Who are we and what do we do?BrowserStack is the world's leading cloud-based software testing platform, empowering over 50,000 customers—including Amazon, Microsoft, Meta, and Google—to deliver high-quality software at speed. Founded in 2011 by Ritesh Arora and Nakul Aggarwal, the company has grown to support more than two million tests daily across 21...

  • Audit Manager

    12 hours ago

    Goregaon, Maharashtra, India Kotak Mahindra Bank Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    Actively work with latest technologies and leading practices specific to analytics, data visualization, AI/ML, and RPA to drive strategic benefits in the area of audit quality, efficiency and value creation.Responsible for audit related data extractions, enablement, analytics and data visualisations/dashboarding efforts using creative and innovative...

  • Hardware And Networking Engineer

    2 weeks ago

    Goregaon, Maharashtra, India Money Honey Financial Services Pvt Ltd Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    About Us:We are a one stop financial services shop, widely known for the quality of its advice,personalized service, and cutting edge technology. The Money Honey Financial Services Pvt. Limitedstraddle the entire financial services space with offerings ranging from mutual funds, fixed deposits,GOI bonds, and other small savings instruments. With a team of...

  • Entrepreneur in Residence

    1 week ago

    Goregaon, Maharashtra, India Lorien Finance Full time US$ 1,50,000 - US$ 2,00,000 per year

    Entrepreneur in Residence (EIR) – Founder's OfficeLocation:MumbaiType:Full-timeReports To:CEO / Co-FounderStart Date:Immediate or within notice periodAbout the RoleWe are looking for a high-caliberEntrepreneur in Residence (EIR)to join ourFounder's Officeand help drive the next chapter of our growth story. This is astrategic and hands-onrole for someone...

  • Legal Tech Associate

    5 days ago

    Goregaon, Maharashtra, India Volody Full time ₹ 9,00,000 - ₹ 12,00,000 per year

    Mumbai based candidates onlyAbout the RoleWe are seeking a dynamic and forward-thinking Legal Tech Associate to join our team. This role blends legal expertise with data science, technology, and innovation to drive efficiency in legal operations. The ideal candidate is passionate about applying tech-driven, data-backed solutions to legal processes.Key...

  • Digital Marketing Analyst

    6 days ago

    Goregaon, Maharashtra, India Target Edge Full time ₹ 9,00,000 - ₹ 12,00,000 per year

    About the Role:We are looking for a data-driven and detail-oriented Digital Marketing Analyst to join our team. This role requires a strong understanding of B2B digital ecosystems and the ability to translate complex business requirements into measurable data strategies. You will be instrumental in shaping the analytics infrastructure for global businesses,...

  • Junior Architect

    6 days ago

    Goregaon, Maharashtra, India TOUGHCONS NIRMAN PRIVATE LIMITED Full time ₹ 6,00,000 - ₹ 8,00,000 per year

    Company DescriptionTOUGHCONS NIRMAN PRIVATE LIMITED is a professional consulting organization providing project management services specifically for society redevelopment projects in Mumbai. Our board of directors comprises experts in architecture, approvals, engineering, legal, accountancy, site management, and various other functions, ensuring seamless and...